Publikationen

2024

Buchbeitrag

Finding sets of solutions for temporal uncertain problems

Weise, Jens; Mostaghim, Sanaz

In: Applications of Evolutionary Computation - Cham : Springer Nature Switzerland ; Smith, Stephen . - 2024, S. 209-223 - ( Lecture notes in computer science; volume 14634) [Konferenz: 27th International Conference on the Applications of Evolutionary Computation, Aberystwyth, UK, April 3-5, 2024]

Begutachteter Zeitschriftenartikel

Many-option collective decision making - discrete collective estimation in large decision spaces

Shan, Qihan; Mostaghim, Sanaz

In: Swarm intelligence - New York, NY [u.a.] : Springer . - 2024 [Online first]

Begutachteter Zeitschriftenartikel

Many-option collective decision making: discrete collective estimation in large decision spaces

Shan, Qihao; Mostaghim, Sanaz

In: Swarm Intelligence

2023

Buchbeitrag

Online learning hyper-heuristics in multi-objective evolutionary algorithms

Heise, Julia; Mostaghim, Sanaz

In: Evolutionary Multi-Criterion Optimization , 1st ed. 2023. - Cham : Springer Nature Switzerland ; Emmerich, Michael, S. 162-175 - ( Lecture notes in computer science; volume 13970)

Buchbeitrag

MACO - a real-world inspired benchmark for multi-objective evolutionary algorithms

Mai, Sebastian; Benecke, Tobias; Mostaghim, Sanaz

In: Evolutionary Multi-Criterion Optimization , 1st ed. 2023. - Cham : Springer Nature Switzerland ; Emmerich, Michael, S. 305-318 - ( Lecture notes in computer science; volume 13970)

Buchbeitrag

Effects of optimal genetic material in the initial population of evolutionary algorithms

Benecke, Tobias; Mostaghim, Sanaz

In: 2023 IEEE Symposium Series on Computational Intelligence (SSCI) - Piscataway, NJ : IEEE, S. 1386-1391

Buchbeitrag

Multi-objective Island model genetic programming for predicting the stokes flow around a sphere

Reuter, Julia; Pandey, Pravin; Mostaghim, Sanaz

In: 2023 IEEE Symposium Series on Computational Intelligence (SSCI) - Piscataway, NJ : IEEE, S. 1485-1490

Buchbeitrag

A coevolution approach for the multi-objective dircular supply chain problem

Benecke, Tobias; Antons, Oliver; Mostaghim, Sanaz; Arlinghaus, Julia C.

In: IEEE CAI 2023 / IEEE Conference on Artificial Intelligence , 2023 - Los Alamitos : IEEE, S. 222-223 [Konferenz: 2023 IEEE Conference on Artificial Intelligence, CAI 2023, Santa Clara, Califonien, USA, 05-06 June 2023]

Buchbeitrag

Linking field decomposition and coverage path planning - a coevolution approach

Bostelmann-Arp, Lukas; Steup, Christoph; Mostaghim, Sanaz

In: IEEE CAI 2023 - Los Alamitos : IEEE, S. 294-295

Buchbeitrag

Towards a new model for a 6G network-of-networks

Rothkötter, Markus; Weise, Jens; Mostaghim, Sanaz

In: IEEE CAI 2023 - Los Alamitos : IEEE, S. 255-256

Buchbeitrag

A preference-based activity scheduling algorithm using many-objective optimization

Rothkötter, Markus; Mostaghim, Sanaz

In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation - New York, NY, United States : Association for Computing Machinery . - 2023, S. 407-410

Buchbeitrag

A generalized circular supply chain problem for multi-objective evolutionary algorithms

Benecke, Tobias; Antons, Oliver; Mostaghim, Sanaz; Arlinghaus, Julia C.

In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation - New York, NY, United States : Association for Computing Machinery . - 2023, S. 355-358 [Konferenz: Companion Conference on Genetic and Evolutionary Computation, GECCO '23 Companion, Lisbon, Portugal, July 15 - 19, 2023]

Buchbeitrag

Towards benchmarking of pathfinding algorithms in path-influenced environments

Heise, Julia; Weise, Jens; Mostaghim, Sanaz

In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation - New York, NY, United States : Association for Computing Machinery . - 2023, S. 69-70

Buchbeitrag

Unfolding the variability of clinical data in Parkinson treatment using multi-objective analysis

Mostaghim, Sanaz; Shan, Qihao; Desel, Christiane Anna-Elisabeth; Duscha, Alexander; Haghikia, Aiden; Hegelmaier, Tobias Sebastian

In: IEEE CAI 2023 - Los Alamitos : IEEE, S. 120-121

Buchbeitrag

Multi-objective multiplexer decision making benchmark problem

Djartov, Boris; Mostaghim, Sanaz

In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation - New York, NY, United States : Association for Computing Machinery . - 2023, S. 1676-1683

Buchbeitrag

Multi-objective seed curve optimization for coverage path planning in precision farming

Borstelmann-Arp, Lukas; Steup, Christoph; Mostaghim, Sanaz

In: Proceedings of the Genetic and Evolutionary Computation Conference Companion - New York, NY, United States : Association for Computing Machinery . - 2023, S. 1312-1320

Buchbeitrag

Surrogate functions and digital twin simulation for modern facility layout planning

Seidelmann, Thomas; Mostaghim, Sanaz

In: IEEE CAI 2023 - Los Alamitos : IEEE, S. 197-198

Buchbeitrag

Medical and behavioral knowledge discovery using multi-objective analysis

Mostaghim, Sanaz; Shan, Qihao; Desel, Christiane Anna-Elisabeth; Duscha, Alexander; Haghikia, Aiden; Hegelmaier, Tobias Sebastian; Kuhn, Felix; Remy, Stefan

In: 2023 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) - Piscataway, NJ : IEEE, insges. 8 S.

Buchbeitrag

Graph networks as inductive bias for genetic programming - symbolic models for particle-laden flows

Reuter, Julia; Elmestikawy, Hani; Evrad, Fabien; Mostaghim, Sanaz; Wachem, Berend

In: Genetic Programming , 1st ed. 2023. - Cham : Springer Nature Switzerland ; Pappa, Gisele, S. 36-51 - (Lecture notes in computer science; volume 13986) [Konferenz: 26th European Conference on Genetic Programming, EuroGP 2023, Brno, Czech Republic, April 12-14, 2023]

Begutachteter Zeitschriftenartikel

Survey on multi-objective task allocation algorithms for IoT networks

Weikert, Dominik; Steup, Christoph; Mostaghim, Sanaz

In: Sensors - Basel : MDPI, Bd. 23 (2023), Heft 1, Artikel 142, insges. 23 S.

Begutachteter Zeitschriftenartikel

Evolutionary algorithm for parameter optimization of context steering agents

Dockhorn, Alexander; Kirst, Martin; Mostaghim, Sanaz; Wieczorek, Martin; Zille, Heiner

In: IEEE transactions on games - New York, NY : IEEE, Bd. 15 (2023), Heft 1, S. 26-35

Begutachteter Zeitschriftenartikel

Landscape analysis of multi-objective control of fluidized beds

Jamil, Iffat; Mostaghim, Sanaz; Wachem, Berend; Chéron, Victor; Hausmann, Max

In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation - New York, NY, United States : Association for Computing Machinery . - 2023, S. 1950-1955 [Konferenz: Companion Conference on Genetic and Evolutionary Computation, GECCO '23 Companion, Lisbon, Portugal, July 15 - 19, 2023]

Begutachteter Zeitschriftenartikel

Dynamic optimization of role concepts for role-based access control using evolutionary algorithms

Anderer, Simon; Kempter, Tobias; Scheuermann, Bernd; Mostaghim, Sanaz

In: SN Computer Science - Singapore : Springer Singapore, Bd. 4 (2023), Artikel 416, insges. 17 S.

Dissertation

Role mining for industrial-strength ERP systems using evolutionary algorithms

Anderer, Simon; Mostaghim, Sanaz

In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2023, 1 Online-Ressource (xxiv, 287 Seiten, 66,03 MB) [Literaturverzeichnis: Seite 221-229]

Dissertation

Evolutionary many-objective optimisation for pathfinding problems

Weise, Jens; Mostaghim, Sanaz

In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2023, 1 Online-Ressource (XIV, 130, XVII-CXI Seiten, 18,9 MB) [Literaturverzeichnis: Seite XVII-XXXVI]

2022

Buchbeitrag

Collective decision-making for conflict resolution in multi-agent pathfinding

Mai, Sebastian; Mostaghim, Sanaz

In: Swarm Intelligence , 1st ed. 2022. - Cham : Springer International Publishing ; Dorigo, Marco, S. 79-90 - (Lecture notes in computer science; volume 13491)

Buchbeitrag

Benchmarking performances of collective decision-making strategies with respect to communication bandwidths in discrete collective estimation

Shan, Qihao; Mostaghim, Sanaz

In: Konferenz: 13th International Conference on Swarm Intelligence, ANTS 2022, Málaga, Spain, November 2-4, 2022, Swarm Intelligence - Cham: Springer International Publishing; Dorigo, Marco . - 2022, S. 54-65 - (Lecture notes in computer science; volume 13491)

Buchbeitrag

Multi-objective task allocation for dynamic IoT networks

Weikert, Dominik; Steup, Christoph; Mostaghim, Sanaz

In: 2022 IEEE International Conference on Omni-Layer Intelligent Systems (COINS) , 2022 - Piscataway, NJ : IEEE, insges. 5 S.

Buchbeitrag

Finding cost-effective re-layouting solutions in modern Brownfield facility layout planning

Seidelmann, Thomas; Mostaghim, Sanaz

In: Kongress: 2022 IEEE Congress on Evolutionary Computation, CEC, Padua, Italy, 18-23 July 2022, 2022 IEEE Congress on Evolutionary Computation (CEC)/ IEEE Congress on Evolutionary Computation - Piscataway, NJ, USA: IEEE . - 2022

Buchbeitrag

Multi-objective roadmap optimization for multiagent navigation

Mai, Sebastian; Deubel, Maximilian; Mostaghim, Sanaz

In: Kongress: 2022 IEEE Congress on Evolutionary Computation, CEC, Padua, Italy, 18-23 July 2022, 2022 IEEE Congress on Evolutionary Computation (CEC)/ IEEE Congress on Evolutionary Computation - Piscataway, NJ, USA: IEEE . - 2022

Buchbeitrag

Towards improving simulations of flows around spherical particles using genetic programming

Reuter, Julia; Cendrollu, Manoj; Evrard, Fabien; Mostaghim, Sanaz; Wachem, Berend

In: Kongress: 2022 IEEE Congress on Evolutionary Computation, CEC, Padua, Italy, 18-23 July 2022, 2022 IEEE Congress on Evolutionary Computation (CEC)/ IEEE Congress on Evolutionary Computation - Piscataway, NJ, USA: IEEE . - 2022

Buchbeitrag

Genetic programming-based inverse kinematics for robotic manipulators

Reuter, Julia; Steup, Christoph; Mostaghim, Sanaz

In: Genetic Programming - Cham : Springer International Publishing ; Medvet, Eric . - 2022, S. 130-145 - ( Lecture notes in computer science; volume 13223)

Buchbeitrag

Computational intelligence methodologies for multi-objective optimization and decision-making in autonomous systems

Mostaghim, Sanaz

In: Women in Computational Intelligence , 1st ed. 2022. - Cham : Springer International Publishing ; Smith, Alice E., S. 377-392

Buchbeitrag

Surrogate models for IoT task allocation optimization

Weikert, Dominik; Steup, Christoph; Mostaghim, Sanaz

In: Konferenz: Genetic and Evolutionary Computation Conference, GECCO 22, Boston, Massachusetts, July 9 - 13, 2022, Proceedings of the Genetic and Evolutionary Computation Conference Companion - New York, NY, United States: Association for Computing Machinery; Fieldsend, Jonathan E. . - 2022, S. 364-366

Buchbeitrag

Estimating the quality of initial populations in multi-objective evolutionary algorithms

Benecke, Tobias; Mostaghim, Sanaz

In: Konferenz: Genetic and Evolutionary Computation Conference, GECCO 22, Boston, Massachusetts, July 9 - 13, 2022, Proceedings of the Genetic and Evolutionary Computation Conference Companion - New York, NY, United States: Association for Computing Machinery; Fieldsend, Jonathan E. . - 2022, S. 324-327

Buchbeitrag

Driving swarm - a swarm robotics framework for intelligent navigation in a self-organized world

Mai, Sebastian; Traichel, Nele; Mostaghim, Sanaz

In: 2022 IEEE International Conference on Robotics and Automation (ICRA)/ IEEE International Conference on Robotics and Automation - IEEE . - 2022, S. 4958-4964

Buchbeitrag

Evolutionary algorithms for the constrained two-level role mining problem

Anderer, Simon; Schrader, Falk; Scheuermann, Bernd; Mostaghim, Sanaz

In: Evolutionary Computation in Combinatorial Optimization , 1st ed. 2022. - Cham : Springer International Publishing ; Pérez Cáceres, Leslie, S. 79-94 - (Lecture notes in computer science; volume 13222)

Begutachteter Zeitschriftenartikel

Noise-resistant and scalable collective preference learning via ranked voting in swarm robotics

Shan, Qihao; Mostaghim, Sanaz

In: Swarm intelligence - New York, NY [u.a.]: Springer . - 2022, insges. 22 S.

Begutachteter Zeitschriftenartikel

Analysis of inter and intra-front operations in multi-modal multi-objective optimization problems

Javadi, Mahrokh; Mostaghim, Sanaz

In: Natural computing - Dordrecht : Springer Science + Business Media B.V. . - 2022, insges. 16 S.

Begutachteter Zeitschriftenartikel

Exploring dynamic pandemic containment strategies using multi-objective Optimization [research frontier]

Fischer, Dominik; Mostaghim, Sanaz; Seidelmann, Thomas

In: IEEE computational intelligence magazine/ Institute of Electrical and Electronics Engineers - New York, NY [u.a.]: IEEE, Bd. 17 (2022), 3, S. 54-65

Begutachteter Zeitschriftenartikel

A comparison of distance metrics for the multi-objective pathfinding problem

Weise, Jens; Mostaghim, Sanaz

In: Natural computing - Dordrecht : Springer Science + Business Media B.V. . - 2022, insges. 14 S.

Begutachteter Zeitschriftenartikel

Availability-aware multiobjective task allocation algorithm for internet of things networks

Weikert, Dominik; Steup, Christoph; Mostaghim, Sanaz

In: IEEE internet of things journal/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE, Bd. 9 (2022), 15, S. 12945-12953

Artikel in Kongressband

Multi-objective evolutionary game theory - a case study in cancer therapy

Bostelmann-Arp, Lukas; Mostaghim, Sanaz; Braun, Andreas; Tüting, Thomas

In: Konferenz: Conference on Artificial Life, ALIFE 2022, online, July 18-22, 2022, Proceedings of the Artificial Life Conference 2022, ALIFE, 2022; Holler, Silvia . - 2022, insges. 3 S.

Wissenschaftliche Monographie

Computational Intelligence - A Methodological Introduction

Kruse, Rudolf; Mostaghim, Sanaz; Borgelt, Christian; Braune, Christian; Steinbrecher, Matthias

In: Cham: Imprint: Springer, 2022., 1 Online-Ressource(XIV, 639 p. 324 illus., 42 illus. in color.) - (Texts in Computer Science; Springer eBook Collection), ISBN: 978-3-030-42227-1

2021

Buchbeitrag

The effects of crowding distance and mutation in multimodal and multi-objective optimization problems

Javadi, Mahrokh; Zille, Heiner; Mostaghim, Sanaz

In: Advances in evolutionary and deterministic methods for design, optimization and control in engineering and sciences - Cham: Springer; Gaspar-Cunha, António . - 2021, S. 115-130 - ( Computational Methods in Applied Sciences; volume 55)

Buchbeitrag

Dissecting neural networks filter responses for artistic style transfer

Uhde, Florian; Mostaghim, Sanaz

In: Konferenz: 10th International Conference on Artificial Intelligence in Music, Sound, Art and Design, EvoMUSART 2021, Virtual Event, April 7-9, 2021, Artificial Intelligence in Music, Sound, Art and Design - Cham: Springer International Publishing; Romero, Juan . - 2021, S. 297-312 - ( Lecture notes in computer science; volume 12693)

Buchbeitrag

Mobility-aware multi-objective task allocation for wireless sensor networks

Weikert, Dominik; Steup, Christoph; Atienza, David; Mostaghim, Sanaz

In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) / IEEE SSCI , 2021 - [Piscataway, NJ] : IEEE, insges. 7 S.

Buchbeitrag

Discrete collective estimation in swarm robotics with ranked voting systems

Shan, Qihao; Heck, Alexander; Mostaghim, Sanaz

In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) - [Piscataway, NJ]: IEEE . - 2021, insges. 8 S.

Buchbeitrag

A multi-objective multimodal evolutionary algorithm using a novel tournament and environmental selections

Javadi, Mahrokh; Mostaghim, Sanaz

In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) - [Piscataway, NJ]: IEEE . - 2021, insges. 7 S.

Buchbeitrag

The impact of population size on the convergence of multi-objective evolutionary algorithms

Benecke, Tobias; Mostaghim, Sanaz

In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) - [Piscataway, NJ]: IEEE . - 2021, insges. 8 S.

Buchbeitrag

Meeting demands for mass customization - a hybrid organic computing approach

Seidelmann, Thomas; Weise, Jens; Mostaghim, Sanaz

In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) - [Piscataway, NJ]: IEEE . - 2021, insges. 8 S.

Buchbeitrag

A comparative study of different encodings on the multi-objective pathfinding problem

Weise, Jens; Zille, Heiner; Mostaghim, Sanaz

In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) - [Piscataway, NJ]: IEEE . - 2021, insges. 8 S.

Buchbeitrag

A customized niching methodology for the many-objective pathfinding problem

Weise, Jens; Mostaghim, Sanaz

In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) - [Piscataway, NJ]: IEEE . - 2021, insges. 8 S.

Buchbeitrag

Multi-objective optimization and decision-making in context steering

Dockhorn, Alexander; Mostaghim, Sanaz; Kirst, Martin; Zettwitz, Martin

In: IEEE Symposium on Computational Intelligence and Games, CIG - [Piscataway, NJ]: IEEE . - 2021, insges. 8 S.

Buchbeitrag

Enhancing resilience in IoT networks using organic computing

Weikert, Dominik; Steup, Christoph; Mostaghim, Sanaz

In: Informatik 2020 - Back to the future - Bonn : Gesellschaft für Informatik e.V. . - 2021, S. 1205-1214

Buchbeitrag

Assessment of multi-objective coevolutionary genetic programming for predicting the stokes flow around a sphere

Zille, Heiner; Evrard, Fabien; Reuter, Julia; Mostaghim, Sanaz; Wachem, Berend

In: EUROGEN 2021 - ECCOMAS Proceedia; Gauger, Nicolas . - 2021, S. 171-190

Buchbeitrag

Optimal control policies to address the pandemic health-economy dilemma

Salgotra, Rohit; Moshaiov, Amiram; Seidelmann, Thomas; Fischer, Dominik; Mostaghim, Sanaz

In: 2021 IEEE Congress on Evolutionary Computation: 28 June-1 July 2021, Kraków, Poland : 2021 proceedings - Piscataway, NJ, USA: IEEE . - 2021, S. 720-727

Buchbeitrag

Tracking the heritage of genes in evolutionary algorithms

Benecke, Tobias; Mostaghim, Sanaz

In: 2021 IEEE Congress on Evolutionary Computation: 28 June-1 July 2021, Kraków, Poland : 2021 proceedings - Piscataway, NJ, USA: IEEE . - 2021, S. 1800-1807

Buchbeitrag

Unit-aware multi-objective genetic programming for the prediction of the stokes flow around a sphere

Zille, Heiner; Mostaghim, Sanaz; Evrard, Fabien; Wachem, Berend

In: Proceedings of the Genetic and Evolutionary Computation Conference Companion/ Chicano - New York,NY,United States: Association for Computing Machinery; Chicano, Francisco . - 2021, S. 327-328

Buchbeitrag

RMPlib - a library of benchmarks for the role mining problem

Anderer, Simon; Scheuermann, Bernd; Mostaghim, Sanaz; Bauerle, Patrick; Beil, Matthias

In: Proceedings of the 26th ACM Symposium on Access Control Models and Technologies/ Lobo - New York,NY,United States: Association for Computing Machinery; Lobo, Jorge . - 2021, S. 3-13

Buchbeitrag

Many-objective pathfinding based on Fréchet similarity metric

Weise, Jens; Mostaghim, Sanaz

In: Evolutionary Multi-Criterion Optimization: 11th International Conference, EMO 2021, Shenzhen, China, March 2831, 2021, Proceedings - Cham: Springer International Publishing; Ishibuchi, Hisao - 11th International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings . - 2021, S. 375-386 - (Lecture notes in computer science; volume 12654)

Buchbeitrag

Using neighborhood-based density measures for multimodal multi-objective optimization

Javadi, Mahrokh; Mostaghim, Sanaz

In: Evolutionary Multi-Criterion Optimization: 11th International Conference, EMO 2021, Shenzhen, China, March 2831, 2021, Proceedings - Cham: Springer International Publishing; Ishibuchi, Hisao - 11th International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings . - 2021, S. 335-345 - (Lecture notes in computer science; volume 12654)

Buchbeitrag

Kooperation mittels Schwarmintelligenz

Mostaghim, Sanaz; Mai, Sebastian

In: Zusammenwirken von natürlicher und künstlicher Intelligenz - Wiesbaden: Springer VS; Haux, Reinhold *1953-* . - 2021, S. 55-69

Buchbeitrag

Combining Manhattan and crowding distances in decision space for multimodal multi-objective optimization problems

Javadi, Mahrokh; Ramirez-Atencia, Cristian; Mostaghim, Sanaz

In: Advances in evolutionary and deterministic methods for design, optimization and control in engineering and sciences - Cham: Springer; Gaspar-Cunha, António . - 2021, S. 131-145 - ( Computational Methods in Applied Sciences; volume 55)

Begutachteter Zeitschriftenartikel

Discrete collective estimation in swarm robotics with distributed Bayesian belief sharing

Shan, Qihao; Mostaghim, Sanaz

In: Swarm intelligence - New York, NY [u.a.]: Springer . - 2021, insges. 26 S.

Begutachteter Zeitschriftenartikel

A scalable many-objective pathfinding benchmark suite

Weise, Jens; Mostaghim, Sanaz

In: IEEE transactions on evolutionary computation: a publication of the IEEE Neural Networks Council/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE - a publication of the IEEE Neural Networks Council . - 2021

Begutachteter Zeitschriftenartikel

Achieving task allocation in swarm intelligence with bi-objective embodied evolution

Shan, Qihao; Mostaghim, Sanaz

In: Swarm intelligence - New York, NY [u.a.] : Springer, Bd. 15 (2021), Heft 3, S. 287-310

Begutachteter Zeitschriftenartikel

Multi-featured collective perception with Evidence Theory - tackling spatial correlations

Bartashevich, Palina; Mostaghim, Sanaz

In: Swarm intelligence - New York, NY [u.a.]: Springer, Bd. 15 (2021), S. 83-110

Begutachteter Zeitschriftenartikel

IEEE CIS VP-member activities vision statement [society briefs]

Mostaghim, Sanaz

In: IEEE computational intelligence magazine/ Institute of Electrical and Electronics Engineers - New York, NY [u.a.]: IEEE, Bd. 16 (2021), 1, insges. 8 S.

Begutachteter Zeitschriftenartikel

A single-copter UWB-ranging-based localization system extendable to a swarm of drones

Steup, Christoph; Beckhaus, Jonathan; Mostaghim, Sanaz

In: Drones - Basel : MDPI, Bd. 5 (2021), Heft 3, Artikel 85, insges. 20 S.

2020

Buchbeitrag

On the scalable multi-objective multi-agent pathfinding problem

Weise, Jens; Mai, Sebastian; Zille, Heiner; Mostaghim, Sanaz

In: 2020 IEEE Congress on Evolutionary Computation (CEC): 2020 conference proceedings/ IEEE Congress on Evolutionary Computation - Piscataway, NJ, USA: IEEE, 2020 . - 2020, insges. 8 S.[Kongress: IEEE Congress on Evolutionary Computation, CEC, Glasgow, United Kingdom, 19-24 July 2020]

Buchbeitrag

Impact of communication topology on PSO-based swarms in vector fields

Bartashevich, Palina; Koerte, Doreen; Mostaghim, Sanaz

In: 2020 IEEE Symposium Series on Computational Intelligence (SSCI)/ IEEE SSCI - [Piscataway, NJ]: IEEE . - 2020, S. 497 - 504

Buchbeitrag

Multi-objective task allocation for wireless sensor networks

Weikert, Dominik; Steup, Christoph; Mostaghim, Sanaz

In: 2020 IEEE Symposium Series on Computational Intelligence (SSCI) / IEEE SSCI , 2020 - [Piscataway, NJ] : IEEE, S. 181 - 188

Buchbeitrag

Machine learning for evaluating Kaizens in Volkswagen production system - an industrial case study

Thakur, Akshay; Beck, Robert; Mostaghim, Sanaz; Großmann, Daniel

In: 2020 IEEE International Conference on Data Science and Advanced Analytics: DSAA 2020 : 6-9 October 2020 Sydney, Australia - Piscataway, NJ: IEEE, 2020; Webb, Geoff . - 2020, S. 781-782[Konferenz: 7th International Conference on Data Science and Advanced Analytics, DSAA, Sydney, Australia, 6-9 Oct. 2020]

Buchbeitrag

Collective decision making in swarm robotics with distributed Bayesian Hypothesis Testing

Shan, Qihao; Mostaghim, Sanaz

In: Swarm Intelligence: 12th International Conference, ANTS 2020, Barcelona, Spain, October 2628, 2020 : proceedings - Cham: Springer Nature Switzerland AG, 2020; Dorigo, Marco . - 2020, S. 55-67 - ( Lecture Notes in Computer Science; 12421)[Konferenz: 12th International Conference, ANTS 2020, Barcelona, Spain, October 2628, 2020]

Buchbeitrag

Modeling pathfinding for swarm robotics

Mai, Sebastian; Mostaghim, Sanaz

In: Swarm Intelligence: 12th International Conference, ANTS 2020, Barcelona, Spain, October 2628, 2020 : proceedings - Cham: Springer Nature Switzerland AG, 2020; Dorigo, Marco . - 2020, S. 190-202 - ( Lecture Notes in Computer Science; 12421)[Konferenz: 12th International Conference, ANTS 2020, Barcelona, Spain, October 2628, 2020]

Buchbeitrag

A many-objective route planning benchmark problem for navigation

Weise, Jens; Mostaghim, Sanaz

In: GECCO'20: proceedings of the Genetic and Evolutionary Computation Conference Companion : July 8-12, 2020, Cancún, Mexico - New York, New York: The Association for Computing Machinery, 2020 . - 2020, S. 183-184[Konferenz: Genetic and Evolutionary Computation Conference Companion, GECCO '20, Cancún Mexico, 8-12 July 2020]

Buchbeitrag

Ant colony optimization based multi-robot planner for combined task allocation and path finding

Qizilbash, Agha Ali Haider; Henkel, Christian; Mostaghim, Sanaz

In: 2020 17th International Conference on Ubiquitous Robots (UR)/ International Conference on Ubiquitous Robots - [Piscataway, NJ]: IEEE, 2020 . - 2020, S. 487-493[Konferenz: 17th International Conference on Ubiquitous Robots, UR, Kyoto, Japan, 22-26 June 2020]

Buchbeitrag

T-EA - a Traceable Evolutionary Algorithm

Ramirez-Atencia, Cristian; Benecke, Tobias; Mostaghim, Sanaz

In: 2020 IEEE Congress on Evolutionary Computation (CEC): 2020 conference proceedings/ IEEE Congress on Evolutionary Computation - Piscataway, NJ, USA: IEEE, 2020 . - 2020, insges. 8 S.[Kongress: IEEE Congress on Evolutionary Computation, CEC, Glasgow, United Kingdom, 19-24 July 2020]

Buchbeitrag

A novel grid-based crowding distance for multimodal multi-objective optimization

Javadi, Mahrokh; Ramirez-Atencia, Cristian; Mostaghim, Sanaz

In: 2020 IEEE Congress on Evolutionary Computation (CEC): 2020 conference proceedings/ IEEE Congress on Evolutionary Computation - Piscataway, NJ, USA: IEEE, 2020 . - 2020, insges. 8 S.[Kongress: IEEE Congress on Evolutionary Computation, CEC, Glasgow, United Kingdom, 19-24 July 2020]

Buchbeitrag

The addRole-EA - a new evolutionary algorithm for the role mining problem

Anderer, Simon; Kreppein, Daniel; Scheuermann, Bernd; Mostaghim, Sanaz

In: Proceedings of the 12th International Joint Conference on Computational Intelligence. Volume 1: Novenber 2-4, 2020 - Scitepress Digital Library, 2020; Merelo, Juan Julian . - 2020, S. 155-166[Konferenz: 12th International Joint Conference on Computational Intelligence, web-based event, 2-4 November 2020]

Buchbeitrag

Survey into predictive key performance indicator analysis from data mining perspective

Thakur, Akshay; Beck, Robert; Mostaghim, Sanaz; Grosmann, Daniel

In: 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA): proceedings : Vienna, Austria - hybrid, 08-11 September, 2020/ IEEE International Conference on Emerging Technologies and Factory Automation - Piscataway, NJ: IEEE, 2020; IEEE International Conference on Emerging Technologies and Factory Automation (25.:2020) . - 2020, S. 476-483[Konferenz: 25th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA, Vienna, Austria, 8-11 Sept. 2020]

Begutachteter Zeitschriftenartikel

How cognitive and environmental constraints influence the reliability of simulated animats in groups

Fischer, Dominik; Mostaghim, Sanaz; Albantakis, Larissa

In: PLOS ONE - San Francisco, California, US : PLOS - Volume 15 (2020), issue 2, article e0228879, 32 Seiten

Begutachteter Zeitschriftenartikel

MOSAIK - a formal model for self-organizing manufacturing systems

Charpenay, Victor; Schraudner, Daniel; Seidelmann, Thomas; Spieldenner, Torsten; Weise, Jens; Schubotz, René; Mostaghim, Sanaz; Harth, Andreas

In: IEEE pervasive computing: mobile and ubiquitous systems/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE . - 2020, insges. 10 S.[Online first]

Begutachteter Zeitschriftenartikel

Particle swarm contour search algorithm

Weikert, Dominik; Mai, Sebastian; Mostaghim, Sanaz

In: Entropy: an international and interdisciplinary journal of entropy and information studies - Basel: MDPI, Volume 22(2020), issue 4, article 407, 15 Seiten

Begutachteter Zeitschriftenartikel

Generic component-based mission-centric energy model for micro-scale unmanned aerial vehicles

Steup, Christoph; Parlow, Simon; Mai, Sebastian; Mostaghim, Sanaz

In: Drones - Basel : MDPI - Volume 4 (2020), issue 4, article 63, 17 Seiten

2019

Abstract

The effects of crowding distance and mutation in multimodal and multi-objective optimization problems

Javadi, Mahrokh; Zille, Heiner; Mostaghim, Sanaz

In: EUROGEN 2019: extended abstracts ; September 12-14, 2019, Guimarães, Portugal - Guimarães, 2019 . - 2019, S. 1-8[Konferenz: EUROGEN 2019, Guimarães, Portugal, September 12-14, 2019]

Abstract

Combining manhattan and crowding distances in decision space for multimodal multi-objective optimization problems

Javadi, Mahrokh; Ramirez-Atencia, Cristian; Mostaghim, Sanaz

In: EUROGEN 2019 - Guimarães, 2019 . - 2019, S. 1-6[Konferenz: EUROGEN 2019, Guimarães, Portugal, September 12-14, 2019]

Buchbeitrag

Ising model as a switch voting mechanism in collective perception

Bartashevich, Palina; Mostaghim, Sanaz

In: Progress in Articial Intelligence - Cham: Springer; Oliveira, Paulo Moura . - 2019, S. 617-629 - (Lecture Notes in Computer Science; vol.11805)

Buchbeitrag

Linear search mechanism for multi- and many-objective optimisation

Zille, Heiner; Mostaghim, Sanaz

In: Evolutionary multi-criterion optimization - 10th international conference, EMO 2019, East Lansing, MI, USA, March 10-13, 2019 : proceedings: 10th international conference, EMO 2019, East Lansing, MI, USA, March 10-13, 2019 : proceedings/ EMO - Cham: Springer International Publishing, 2019; Deb, Kalyanmoy . - 2019, S. 399-410 - (Lecture notes in computer science; 11411)[Konferenz: 10th International Conference, EMO 2019, East Lansing, MI, USA, March 10-13, 2019]

Buchbeitrag

Benchmarking collective perception - new task difficulty metrics for collective decision-making

Bartashevich, Palina; Mostaghim, Sanaz

In: Progress in Articial Intelligence - Cham: Springer; Oliveira, Paulo Moura . - 2019, S. 699-711 - (Lecture Notes in Computer Science; vol.11805)

Buchbeitrag

A local approach to forward model learning - results on the game of life game

Lucas, Simon M.; Dockhorn, Alexander; Volz, Vanessa; Bamford, Chris; Gaina, Raluca D.; Bravi, Ivan; Perez-Liebana, Diego; Mostaghim, Sanaz; Kruse, Rudolf

In: 2019 IEEE Symposium on Computational Intelligence and Games (CIG'19) - Piscataway, NJ: IEEE, 2019 . - 2019, S. 1-8[Konferenz: 2019 IEEE Conference on Games, CoG, London, United Kingdom, 20-23 August 2019]

Buchbeitrag

Performance of dynamic algorithms on the dynamic distance minimization problem

Heibig, Mardé; Zille, Heiner; Javadi, Mahrokh; Mostaghim, Sanaz

In: GECCO'19: proceedings of the Genetic and Evolutionary Computation Conference Companion : July 13-17, 2019, Prague, Czech Republic - New York, New York: The Association for Computing Machinery, 2019; López-Ibáñez, Manuel . - 2019, S. 205-206[Konferenz: Genetic and Evolutionary Computation Conference Companion, GECCO '19, Prague, Czech Republic, July 13 - 17, 2019]

Buchbeitrag

Online optimization of movement cost for robotic applications of PSO

Mai, Sebastian; Zille, Heiner; Steup, Christoph; Mostaghim, Sanaz

In: Progress in Artificial Intelligence - Cham : Springer ; Oliveira, Paulo Moura . - 2019, S. 307-318 - (Lecture Notes in Computer Science; vol.11805)

Buchbeitrag

Graph-based multi-objective generation of customised wiring harnesses

Weise, Jens; Benkhardt, Steven; Mostaghim, Sanaz

In: GECCO'19 - New York, New York: The Association for Computing Machinery, 2019 . - 2019, S. 407-408[Konferenz: Genetic and Evolutionary Computation Conference Companion, GECCO '19, Prague, Czech Republic, July 13 - 17, 2019]

Buchbeitrag

Modified crowding distance and mutation for multimodal multi-objective optimization

Javadi, Mahrokh; Zille, Heiner; Mostaghim, Sanaz

In: GECCO'19: proceedings of the Genetic and Evolutionary Computation Conference Companion : July 13-17, 2019, Prague, Czech Republic - New York, New York: The Association for Computing Machinery, 2019; López-Ibáñez, Manuel . - 2019, S. 211-212[Konferenz: Genetic and Evolutionary Computation Conference Companion, GECCO '19, Prague, Czech Republic, July 13 - 17, 2019]

Buchbeitrag

Positive impact of isomorphic changes in the environment on collective decision-making

Bartashevich, Palina; Mostaghim, Sanaz

In: GECCO'19 - New York, New York: The Association for Computing Machinery; López-Ibáñez, Manuel . - 2019, S. 105-106

Buchbeitrag

Multi-objective collective search and movement-based metrics in swarm robotics

Mai, Sebastian; Zille, Heiner; Steup, Christoph; Mostaghim, Sanaz

In: GECCO'19 - New York, New York : The Association for Computing Machinery ; López-Ibáñez, Manuel . - 2019, S. 387-388

Begutachteter Zeitschriftenartikel

Building a planner - a survey of planning systems used in commercial video games

Neufeld, Xenija; Mostaghim, Sanaz; Sancho-Pradel, Dario; Brand, Sandy

In: IEEE transactions on games - New York, NY: IEEE, Bd. 11 (2019), 2, S. 91-108

Herausgeberschaft

Evolutionary multi-criterion optimization - 10th international conference, EMO 2019, East Lansing, MI, USA, March 10-13, 2019 : proceedings

Deb, Kalyanmoy; Goodman, Erik; Coello Coello, Carlos A.; Klamroth, Kathrin; Miettinen, Kaisa; Mostaghim, Sanaz; Reed, Patrick

In: Cham: Springer International Publishing, 2019, Online-Ressource (XX, 757 Seiten) - (SpringerLink; Bücher; Springer eBook Collection; Theoretical Computer Science and General Issues; 11411; Lecture notes in computer science; 11411)Kongress: EMO 10 (East Lansing, Mich. : 2019.03.10-13)

2018

Abstract

Movement-based localisation for PSO-inspired search behaviour of robotic swarms

Mai, Sebastian; Steup, Christoph; Mostaghim, Sanaz

In: Konferenz: 11th International Conference on Swarm Intelligence, ANTS 2018, Rome, Italy, October 29-31, 2018, Swarm intelligence / International Conference on Swarm Intelligence , 2018 - Cham : Springer, S. 431-432 - (Lecture Notes in Computer Science; 11172)

Buchbeitrag

Investigation of a simple distance based ranking metric for decomposition-based multi/many-objective evolutionary algorithms

Singh, Hemant Kumar; Bhattacharjee, Kalyan Shankar; Ray, Tapabrata; Mostaghim, Sanaz

In: AI 2018: advances in artificial intelligence: 31st Australasian joint conference, Wellington, New Zealand, December 11-14, 2018 : proceedings - Cham: Springer, S. 384-396 - (Lecture notes in computer science; 11320)[Konferenz: 31st Australasian joint conference on Advances in Artificial Intelligence, AI 2018, Wellington, New Zealand, December 11-14, 2018]

Buchbeitrag

Towards a general framework for artistic style transfer

Uhde, Florian; Mostaghim, Sanaz

In: Computational Intelligence in Music, Sound, Art and Design - Cham: Springer, 2018 . - 2018, S. 177-193 - (Lecture Notes in Computer Science; 10783)[Konferenz: 7th International Conference, EvoMUSART 2018, Parma, Italy, April 4-6, 2018]

Buchbeitrag

Comparison study of large-scale optimisation techniques on the LSMOP benchmark functions

Zille, Heiner; Mostaghim, Sanaz

In: 2017 SSCI proceedings: 2017 IEEE SSCI, Honolulu, Hawaii, UA/ IEEE Symposium Series on Computational Intelligence - Piscataway, NJ: IEEE, 2018; IEEE Symposium Series on Computational Intelligence (10.:2017) . - 2018, insges. 8 S.[Symposium: IEEE Symposium Series on Computational Intelligence, SSCI, Honolulu, Hawaii, November 27 - December 1, 2017]

Buchbeitrag

Energy-saving decision making for aerial swarms - PSO-based navigation in vector fields

Bartashevich, Palina; Koerte, Doreen; Mostaghim, Sanaz

In: 2017 SSCI proceedings/ IEEE Symposium Series on Computational Intelligence - Piscataway, NJ: IEEE; IEEE Symposium Series on Computational Intelligence (10.:2017) . - 2018, insges. 8 S.

Buchbeitrag

How swarm size during evolution impacts the behavior, generalizability, and brain complexity of animats performing a spatial navigation task

Fischer, Dominik; Mostaghim, Sanaz; Albantakis, Larissa

In: Proceeding of the Genetic and Evolutionary Computation Conference - New York, NY: ACM, S. 77-84, 2018[Konferenz: Genetic and Evolutionary Computation Conference, GECCO '18, Kyoto, Japan, July 15-19, 2018]

Buchbeitrag

Transfer strategies from single- to multi-objective grouping mechanisms

Sander, Frederick; Zille, Heiner; Mostaghim, Sanaz

In: Proceeding of the Genetic and Evolutionary Computation Conference - New York, NY: ACM, 2018 . - 2018, S. 729-736[Konferenz: Genetic and Evolutionary Computation Conference, GECCO '18, Kyoto, Japan, July 15-19, 2018]

Buchbeitrag

Evolving PSO algorithm design in vector fields using geometric semantic GP

Bartashevich, Paulina; Bakurov, Illya; Mostaghim, Sanaz; Vanneschi, Leonardo

In: GECCO'18 companion: proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion : July 15-19, 2018, Kyoto, Japan - New York, New York: The Association for Computing Machinery, S. 262-263[Konfernz: Genetic and Evolutionary Computation Conference, GECCO '18, Kyoto, Japan, July 15 - 19, 2018]

Buchbeitrag

PSO-based search rules for aerial swarms against unexplored vector fields via genetic programming

Bartashevich, Palina; Bakurov, Illya; Mostaghim, Sanaz; Vanneschi, Leonardo

In: Parallel Problem Solving from Nature PPSN XV - Cham: Springer International Publishing . - 2018, S. 41-53 - (Lecture Notes in Computer Science; 11101)

Buchbeitrag

Vector field benchmark for collective search in unknown dynamic environments

Bartashevich, Palina; Knors, Welf; Mostaghim, Sanaz

In: Swarm intelligence: 11th International Conference, ANTS 2018, Rome, Italy, October 2931, 2018 : proceedings / Marco Dorigo, Mauro Birattari, Christian Blum, Anders L. Christensen, Andreagiovanni Reina, Vito Trianni (eds.)/ International Conference on Swarm Intelligence - Cham: Springer; Dorigo, Marco . - 2018, S. 411-419 - (Lecture Notes in Computer Science; 11172)

Buchbeitrag

Simultaneous localisation and optimisation for swarm robotics

Mai, Sebastian; Steup, Christoph; Mostaghim, Sanaz

In: 2018 SSCI proceedings / IEEE Symposium Series on Computational Intelligence , 2018 - Piscataway, NJ : IEEE, S. 1998-2004

Buchbeitrag

Understanding collective decision-making in natural swarms

Hasan, Asema; Mostaghim, Sanaz

In: 2018 SSCI proceedings: 2018 IEEE SSCI, Bangalore, India, 18 - 21 November, 2018 - Piscataway, NJ: IEEE, S. 1563-1570[Konferenz: 2018 IEEE SSCI, Bangalore, India, 18 - 21 November, 2018]

Buchbeitrag

A survey on graph-based systems in manufacturing processes

Weise, Jens; Benkhardt, Steven; Mostaghim, Sanaz

In: 2018 SSCI proceedings: 2018 IEEE SSCI, Bangalore, India, 18 - 21 November, 2018 - Piscataway, NJ: IEEE, S. 112-119[Konferenz: 2018 IEEE SSCI, Bangalore, India, 18 - 21 November, 2018]

Buchbeitrag

A robot localization framework using CNNs for object detection and pose estimation

Hoyer, Lukas; Steup, Christoph; Mostaghim, Sanaz

In: 2018 SSCI proceedings / IEEE Symposium Series on Computational Intelligence , 2018 - Piscataway, NJ : IEEE, S. 1388-1395

Begutachteter Zeitschriftenartikel

Multi-objective distance minimization problems - applications in technical systems

Mostaghim, Sanaz; Steup, Christoph; Zille, Heiner

In: Automatisierungstechnik - Berlin : De Gruyter, Bd. 66 (2018), Heft 11, S. 964-974

Artikel in Kongressband

Meta heuristics for dynamic machine scheduling - a review of research efforts and industrial requirements

Anderer, S.; Vu, T.-H.; Scheuermann, B.; Mostaghim, Sanaz

In: IJCCI 2018: 10th International Joint Conference on Computational Intelligence : Seville, Spain, September 18-20, 2018 - [Setúbal]: SCITEPRESS - Science and Technology Publications, Lda., S. 192-203[Konferenz: 10th International Joint Conference on Computational Intelligence, IJCCI 2018, Seville, Spain, September 18-20, 2018]

2017

Buchbeitrag

A knee point based evolutionary multi-objective optimization for mission planning problems

Ramirez-Atencia, Cristian; Mostaghim, Sanaz; Camacho, David

In: Proceeding of the Genetic and Evolutionary Computation Conference : Berlin, Germany, July 15 - 19, 2017 - New York, NY : ACM, S. 1216-1223 [Konferenz: Genetic and Evolutionary Computation Conference, GECCO 2017, Berlin, Germany, 15 - 19 July, 2017]

Buchbeitrag

Energy-saving decision making for aerial swarms - PSO-based navigation in vector fields

Bartashevich, Palina; Koerte, Doreen; Mostaghim, Sanaz

In: 2017 SSCI proceedings - Piscataway, NJ: IEEE . - 2017, S. 1848-1855

Buchbeitrag

HTN fighter - planning in a highly-dynamic game

Neufeld, Xenija; Mostaghim, Sanaz; Perez-Liebana, Diego

In: 2017 9th Computer Science and Electronic Engineering Conference (CEEC): conference proceedings : 27th-29th September 2017, University of Essex, UK/ Computer Science and Electronic Engineering Conference - [Piscataway, NJ]: IEEE; Computer Science and Electronic Engineering Conference (9.:2017) . - 2017, S. 189-194

Buchbeitrag

Dynamic distance minimization problems for dynamic multi-objective optimization

Zille, Heiner; Kottenhahn, André; Mostaghim, Sanaz

In: 2017 IEEE Congress on Evolutionary Computation (CEC): proceedings : 5-8 June 2017, Donostia-San Sebastián, Spain/ IEEE Congress on Evolutionary Computation - Piscataway, NJ: IEEE, 2017; IEEE Congress on Evolutionary Computation (2017) . - 2017, S. 952-959[Kongress: 2017 IEEE Congress on Evolutionary Computation, CEC, Donostia-San Sebastián, Spain, 5-8 June, 2017]

Buchbeitrag

PSO-based search mechanism in dynamic environments - swarms in vector fields

Bartashevich, Palina; Grimaldi, Luigi; Mostaghim, Sanaz

In: 2017 IEEE Congress on Evolutionary Computation (CEC)/ IEEE Congress on Evolutionary Computation - Piscataway, NJ: IEEE; IEEE Congress on Evolutionary Computation (2017) . - 2017, S. 1263-1270

Buchbeitrag

Elitism and aggregation methods in partial redundant evolutionary swarms solving a multi-objective tasks

Moritz, Ruby; Zille, Heiner; Mostaghim, Sanaz

In: 2017 IEEE Congress on Evolutionary Computation (CEC): proceedings : 5-8 June 2017, Donostia-San Sebastián, Spain/ IEEE Congress on Evolutionary Computation - Piscataway, NJ: IEEE, 2017; IEEE Congress on Evolutionary Computation (2017) . - 2017, S. 1467-1473[Kongress: 2017 IEEE Congress on Evolutionary Computation, CEC, Donostia-San Sebastián, Spain, 5-8 June, 2017]

Buchbeitrag

Influence of dynamic environments on agent strategies

Piper, Franz; Mostaghim, Sanaz

In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI): proceedings : 6-9 December 2016, Athens, Greece - Piscataway, NJ: IEEE, insges. 8 S., 2017[Copyright 2016; Kongress: 2016 IEEE Symposium Series on Computational Intelligence (SSCI), 6th - 9th December, 2016, Athens, Greece]

Buchbeitrag

Mutation operators based on variable grouping for multi-objective large-scale optimization

Zille, Heiner; Ishibuchi, Hisao; Mostaghim, Sanaz; Nojima, Yusuke

In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI): proceedings : 6-9 December 2016, Athens, Greece/ IEEE Symposium Series on Computational Intelligence - Piscataway, NJ: IEEE, 2016 . - 2017, insges. 8 S.[Copyright 2016; Kongress: 2016 IEEE Symposium Series on Computational Intelligence (SSCI), 6th - 9th December, 2016, Athens, Greece]

Buchbeitrag

Energy aware particle swarm optimization as search mechanism for aerial micro-robots

Mostaghim, Sanaz; Steup, Christoph; Witt, Fabian

In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI) , 2016 - Piscataway, NJ : IEEE . - 2017, insges. 7 S.

Buchbeitrag

Towards real-time fleet-event-handling for the dynamic vehicle routing problem

Anderer, Simon; Halbich, Max; Scheuermann, Bernd; Mostaghim, Sanaz

In: Proceedings of the 9th International Joint Conference on Computational Intelligence. Volume 1 : November 1-3, 2017, Funchal, Madeira, Portugal - [Setúbal] : SCITEPRESS - Science and Technology Publications, Lda., S. 35-44 [Konferenz: 9th International Joint Conference on Computational Intelligence, IJCCI 2017, Funchal, Madeira, Portugal, November 1-3, 2017]

Buchbeitrag

Comparison study of large-scale optimisation techniques on the LSMOP benchmark functions

Zille, Heiner; Mostaghim, Sanaz

In: 2017 SSCI proceedings - Piscataway, NJ: IEEE, 2017 . - 2017, S. 2817-2824[Beitrag auf USB-Stick]

Begutachteter Zeitschriftenartikel

Heterogeneous evolutionary swarms with partial redundancy solving multi-objective tasks

Moritz, Ruby L. V.; Mostaghim, Sanaz

In: Evolutionary multi-criterion optimization : 9th international conference, EMO 2017, Münster, Germany, March 19-22, 2017 : proceedings - Cham : Springer, S. 453-468 - (Lecture notes in computer science; 10173) [Kongress: 9th International Conference Evolutionary Multi-Criterion Optimization, EMO 2017, Münster, Germany, March 19-22, 2017]

Begutachteter Zeitschriftenartikel

A framework for large-scale multi-objective optimization based on problem transformation

Zille, Heiner; Ishibuchi, Hisao; Mostaghim, Sanaz; Nojima, Yusuke

In: IEEE transactions on evolutionary computation: a publication of the IEEE Neural Networks Council/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE, 1997 . - 2017, insges. 16 S.

Begutachteter Zeitschriftenartikel

Multiobjective optimization for interwoven systems

Klamroth, Kathrin; Mostaghim, Sanaz; Naujoks, Boris; Poles, Silvia; Purshouse, Robin; Rudolph, Günter; Ruzika, Stefan; Sayın, Serpil; Wiecek, Margaret M.; Yao, Xin

In: Journal of multi-criteria decision analysis - Chichester: Wiley, Bd. 24.2017, 1/2, S. 71-81

Begutachteter Zeitschriftenartikel

Solving the Bi-objective Traveling Thief Problem with multi-objective evolutionary algorithms

Blank, Julian; Deb, Kalyanmoy; Mostaghim, Sanaz

In: Evolutionary multi-criterion optimization : 9th international conference, EMO 2017, Münster, Germany, March 19-22, 2017 : proceedings - Cham : Springer, S. 46-60 - (Lecture notes in computer science; 10173) [Kongress: 9th International Conference Evolutionary Multi-Criterion Optimization, EMO 2017, Münster, Germany, March 19-22, 2017]

Herausgeberschaft

Frontiers in Computational Intelligence

Mostaghim, Sanaz; Nürnberger, Andreas; Borgelt, Christian

In: [s.l.] Springer International Publishing AG 2018, 2017, 1 Online-Ressource - (Studies in computational intelligence; 739)

2016

Buchbeitrag

Multi-objective tree search approaches for general video game playing

Perez-Liebana, Diego; Mostaghim, Sanaz; Lucas, Simon

In: IEEE World Congress on Computational Intelligence (IEEE WCCI 2016) - Piscataway, NJ: IEEE, S. 624-631[Kongress: IEEE World Congress on Computational Intelligence, IEEE WCCI 2016, Vancouver, Canada, 24 - 29 July, 2016]

Buchbeitrag

Weighted optimization framework for large-scale multi-objective optimization

Zille, Heiner; Ishibuchi, Hisao; Mostaghim, Sanaz; Nojima, Yusuke

In: Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion - New York, NY : ACM , 2016 ; Friedrich, Tobias, S. 83-84 [Kongress: 2016 on Genetic and Evolutionary Computation Conference Companion, GECCO '16, Denver, 20. - 24. July, 2016]

Buchbeitrag

The influence of heredity models on adaptability in evolutionary swarms

Moritz, Ruby; Mostaghim, Sanaz

In: Proceedings of the International Conference on Genetic and evolutionary computation conference 2016 - New York, NY: ACM, S. 37-44[Kongress: GECCO '16, 20. - 24. July 2016, Denver, USA]

Buchbeitrag

Mutation operators based on variable grouping for multi-objective large-scale optimization

Zille, Heiner; Ishibuchi, Hisao; Mostaghim, Sanaz; Nojima, Yusuke

In: The 2016 IEEE Symposium Series on Computational Intelligence : December 6th - 9th, 2016, Athens, Greece - Piscataway, NJ : IEEE , 2016, insges. 8 S. [Kongress: 2016 IEEE Symposium Series on Computational Intelligence, Athens, Greece, 6-9 December, 2016]

Buchbeitrag

Energy aware particle swarm optimization as search mechanism for aerial micro-robots

Mostaghim, Sanaz; Steup, Christoph; Witt, Fabian

In: The 2016 IEEE Symposium Series on Computational Intelligence - Piscataway, NJ : IEEE, insges. 7 S.

Buchbeitrag

Influence of dynamic environments on agent strategies

Pieper, Franz; Mostaghim, Sanaz

In: The 2016 IEEE Symposium Series on Computational Intelligence: December 6th - 9th, 2016, Athens, Greece - Piscataway, NJ: IEEE, insges. 8 S.[Kongress: 2016 IEEE Symposium Series on Computational Intelligence, Athens, Greece, 6-9 December, 2016]

Buchbeitrag

Multi-objective fitness-proportional attraction approach with weights

Laack, Patrick; Zille, Heiner; Mostaghim, Sanaz

In: IEEE World Congress on Computational Intelligence (IEEE WCCI 2016) - Piscataway, NJ : IEEE , 2016, S. 3316-3323 [Kongress: IEEE World Congress on Computational Intelligence, IEEE WCCI 2016, Vancouver, Canada, 24 - 29 July, 2016]

Buchbeitrag

Functional brain network extraction using a genetic algorithm with a kick-out method

Harada, Kei; Tanaka, Misato; Hiwa, Satoru; Zille, Heiner; Mostaghim, Sanaz; Hiroyasu, Tomoyuki

In: IEEE World Congress on Computational Intelligence (IEEE WCCI 2016) - Piscataway, NJ : IEEE , 2016, S. 4721-4727 [Kongress: IEEE World Congress on Computational Intelligence, IEEE WCCI 2016, Vancouver, Canada, 24 - 29 July, 2016]

Begutachteter Zeitschriftenartikel

Hybrid societies - challenges and perspectives in the design of collective behavior in self-organizing systems

Hamann, Heiko; Khaluf, Yara; Botev, Jean; Divband Soorati, Mohammad; Ferrante, Eliseo; Kosak, Oliver; Montanier, Jean-Marc; Mostaghim, Sanaz; Redpath, Richard; Timmis, Jon; Veenstra, Frank; Wahby, Mostafa; Zamuda, Aleš

In: Frontiers in robotics and AI - Lausanne, Vol. 3.2016, Art. 14, insgesamt 8 S.

Dissertation

Optimierung der Kosten und Verfügbarkeit von IT-Dienstleistungen durch Lösung eines Redundanz-Allokation-Problems

Bosse, Sascha; Turowski, Klaus; Mostaghim, Sanaz

In: Magdeburg, 2016, xii, 151 Seiten, Illustrationen, 30 cm

Artikel in Kongressband

Mixed-reality simulation environment for a swarm of autonomous indoor quadcopters

Steup, Christoph; Mostaghim, Sanaz; Mäurer, Lukas; Velinov, Vladimir

In: Kongress: Rotorcraft Virtual Engineering Conference, Liverpool, 8-10 November, 2016, Rotorcraft Virtual Engineering Conference , 2016 - [London] - 2016, paper 5.17, insgesamt 11 S.

Wissenschaftliche Monographie

Computational intelligence - a methodological introduction

Kruse, Rudolf; Borgelt, Christian; Braune, Christian; Mostaghim, Sanaz; Steinbrecher, Matthias

In: 2016, Imprint: Springer, s.l., 1 Online-Ressource (XIII, 564 p. 255 illus) - (Texts in Computer Science), ISBN: 978-1-4471-7296-3

Wissenschaftliche Monographie

Computational Intelligence - A Methodological Introduction

Kruse, Rudolf; Borgelt, Christian; Braune, Christian; Mostaghim, Sanaz; Steinbrecher, Matthias

In: London: Springer, 2016, Online-Ressource (XIII, 564 p. 255 illus, online resource) - (Texts in Computer Science; SpringerLink; Bücher; Springer eBook Collection; Computer Science), ISBN: 978-1-4471-7296-3

Nicht begutachteter Zeitschriftenartikel

Evaluation platform for micro aerial indoor swarm robotics

Steup, Christoph; Mostaghim, Sanaz; Mai, Sebastian

In: Magdeburg: FIN, 2016, 13 Seiten - (Technical Report; Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik; 2016,03)

2015

Buchbeitrag

Using -dominance for Hidden and degenerated pareto-fronts

Zille, Heiner; Mostaghim, Sanaz

In: IEEE SSCI 2015 : 2015 IEEE Symposium Series on Computational Intelligence ; 7-10 December 2015, Cape Town, South Afrika - Piscataway, NJ : IEEE , 2015, S. 845-852

Buchbeitrag

Optimization of capillary source geometry for maximum pellet exit velocity in electrothermal plasma launchers

Esmond, M. J.; Mostaghim, Sanaz; Gebhart, T. E.; Winfrey, A. L.

In: 2014 IEEE 41st International Conference on Plasma Sciences (ICOPS) held with 2014 IEEE International Conference on High-Power Particle Beams (Beams): 25 - 29 May 2014, Washington DC - Piscataway, NJ: IEEE, insges. 1 S., 2015[Copyright 2014; Konferenz: 41st IEEE International Conference on Plasma Science and the 20th International Conference on High-Power Particle Beams, ICOPS/BEAMS 2014, Washington, DC, 25 - 29 May 2014]

Buchbeitrag

Investigation of electrothermal plasma pellet launcher optimization for fusion fueling

Esmond, M. J.; Mostaghim, Sanaz; Gebhart, T. E.; Winfrey, A. L.

In: 2014 IEEE 41st International Conference on Plasma Sciences (ICOPS) held with 2014 IEEE International Conference on High-Power Particle Beams (Beams): 25 - 29 May 2014, Washington DC - Piscataway, NJ: IEEE, insges. 2 S., 2015[Copyright 2014; Konferenz: 41st IEEE International Conference on Plasma Science and the 20th International Conference on High-Power Particle Beams, ICOPS/BEAMS 2014, Washington, DC, 25 - 29 May 2014]

Buchbeitrag

Procedural level generation with answer set programming for general Video Game playing

Neufeld, Xenija; Mostaghim, Sanaz; Perez-Liebana, Diego

In: 2015 7th Computer Science and Electronic Engineering Conference (CEEC): 24 - 25 Sept. 2015, University of Essex, UK, Colchester - Piscataway, NJ: IEEE . - 2015, S. 207-212Kongress: CEEC 7 (Colchester : 2015.09.24-25)

Buchbeitrag

Properties of scalable distance minimization problems using the Manhattan metric

Zille, Heiner; Mostaghim, Sanaz

In: 2015 IEEE Congress on Evolutionary Computation (CEC 2015) : Sendai, Japan, 25 - 28 May 2015 ; [proceedings] - Piscataway, NJ : IEEE , 2015, S. 2875-2882 [Kongress: IEEE Congress on Evolutionary Computation (CEC 2015), Sendai, 25-28 May 2015]

Buchbeitrag

Open loop search for general video game playing

Liebana Perez, Diego; Diskau, Jens; Hünnermund, Martin; Mostaghim, Sanaz; Lucas, Simon

In: Proceeding of the 2015 on Genetic and Evolutionary Computation Conference - New York, NY: ACM, S. 337-344

Buchbeitrag

Runtime self-integration as key challenge for mastering interwoven systems

Hähner, Jörg; Brinkschulte, Uwe; Lukowicz, Paul; Mostaghim, Sanaz; Sick, Bernhard; Tomforde, Sven

In: Proceedings of ARCS 2015: the 28th International Conference on Architecture of Computing Systems ; March 24 - 27, 2015, Porto, Portugal - IEEE, insges. 8 S.[Workshop on Self-Optimisation in Organic and Autonomic Computing Systems (SAOS15)]

Begutachteter Zeitschriftenartikel

Multiobjective Optimization for Interwoven Systems

Ishibuchi, Hisao; Klamroth, Kathrin; Mostaghim, Sanaz; Naujoks, Boris; Poles, Silvia; Purshouse, Robin; Rudolph, Günter; Ruzika, Stefan

In: Dagstuhl Reports: Dokumentationen zu Dagstuhl-Seminaren und Dagstuhl-Perspektiven-Workshops - Wadern: Schloss Dagstuhl, Bd. 5.2015, 1, S. 139-150[Dagstuhl Seminar 15031]

Begutachteter Zeitschriftenartikel

Multiobjective Monte Carlo tree search for real-time games

Perez, Diego; Mostaghim, Sanaz; Samothrakis, Spyridon; Lucas, Simon

In: IEEE transactions on computational intelligence and AI in games - New York, NY: IEEE, Bd. 7.2015, 4, S. 347 - 360

Begutachteter Zeitschriftenartikel

Confidence measure - a novel metric for robust meta-heuristic optimisation algorithms

Mirjalili, Seyedali; Lewis, Andrew; Mostaghim, Sanaz

In: Information sciences: an international journal - New York, NY: Elsevier Science Inc, Bd. 317.2015, S. 114-142

Artikel in Kongressband

Procedural level generation with answer set programming for general video game playing

Neufeld, Xenija; Mostaghim, Sanaz; Perez, Diego

In: 7th Computer Science and Electronic Engineering Conference (CEEC) - IEEE . - 2015, S. 207-212

Originalartikel in begutachteter zeitschriftenartiger Reihe

Open Loop Search for General Video Game Playing

Perez Liebana, Diego; Dieskau, Jens; Hunermund, Martin; Mostaghim, Sanaz; Lucas, Simon

In: 2015,

2014

Buchbeitrag

Archive based multi-swarm algorithm for many-objective problems

André, Britto; Mostaghim, Sanaz; Pozo, Aurora

In: 2014 Brazilian Conference on Intelligent Systems, BRACIS 2014 - Piscataway, NJ: IEEE, S. 79-84Kongress: BRACIS 2014 (São Carlos, Brazil : 2014.10.18-23)

Buchbeitrag

A review of hybrid evolutionary multiple criteria decision making methods

Purshouse, R.; Deb, K.; Mansor, M.; Mostaghim, Sanaz; Wang, R.

In: IEEE Congress on Evolutionary Computation (CEC), 2014: 6 - 11 July 2014, Beijing, China ; [part of the 2014 IEEE World Congress on Computational Intelligence (IEEE WCCI 2014)] - Piscataway, NJ: IEEE, S. 1147-1154Kongress: CEC (Beijing : 2014.07.06-11)

Begutachteter Zeitschriftenartikel

Hop count based distance estimation in mobile ad hoc networks - challenges and consequences

Merkel, Sabrina; Mostaghim, Sanaz; Schmeck, Hartmut

In: Ad hoc Networks - Amsterdam [u.a.]: Elsevier Science, Bd. 15.2014, S. 39-52

Begutachteter Zeitschriftenartikel

Self-organized swarm display

Merkel, Sabrina; Mostaghim, Sanaz; Schmeck, Hartmut

In: International Journal of Swarm Intelligence: IJSI - Genève: Inderscience Enterprises, 2014

2013

Buchbeitrag

Distributed swarm evacuation planning

Merkel, Sabrina; Mostaghim, Sanaz; Blum, D.; Schmeck, Hartmut

In: Proceedings of the 2013 IEEE Swarm Intelligence Symposium (SIS). - Piscataway, NJ : IEEE, S. 276-283

Buchbeitrag

Iterated multi-swarm: a multi-swarm algorithm based on archiving methods

Britto, Andre; Mostaghim, Sanaz; Pozo, Aurora

In: Alba, Enrique: : Proceeding of the fifteenth annual conference on Genetic and evolutionary computation conference. - New York, NY : ACM, S. 583-590, 2013Kongress: GECCO 13; 15 (Amsterdam, Netherlands) : 2013.07.06-10

Begutachteter Zeitschriftenartikel

Experimental analysis of bound handling techniques in particle swarm optimization

Helwig, Sabine; Branke, Juergen; Mostaghim, Sanaz

In: IEEE transactions on evolutionary computation. - New York, NY : IEEE, Bd. 17.2013, 2, S. 259-271

Begutachteter Zeitschriftenartikel

Preface: Nature inspired solutions for high performance computing

Folino, G.; Mastroianni, C.; Mostaghim, S.

In: Natural Computing, Vol. 12, 2013, Issue 1, S. 27-28, ISSN 15677818, 10.1007/s11047-012-9326-9

Originalartikel in begutachteter internationaler Zeitschrift

Hop Count Based Distance Estimation in Mobile Ad Hoc Networks - Challenges and Consequences

Merkel, Sabrina; Mostaghim, Sanaz; Schmeck, Hartmut

In: Journal of Ad Hoc Networks on “Smart Solutions for Mobility Supported Distributed and Embedded Systems”

Originalartikel in begutachteter zeitschriftenartiger Reihe

Multi-iterated Swarm

Britto, Andre; Mostaghim, Sanaz; Pozo, Ana

In: Genetic and Evolutionary Computation Conference (GECCO), pages 56 – 64, July 2013

Originalartikel in begutachteter zeitschriftenartiger Reihe

Identification of Success Criteria and underlying Parameters for the Evaluation of newly created Ventures

Presse, Andre; Mostaghim, Sanaz; Stroisch, Philip

In: 17th Interdisciplinary Entrepreneurship Conference, November 2013

2012

Begutachteter Zeitschriftenartikel

Distributed geometric distance estimation in ad hoc networks

Merkel, S.; Mostaghim, S.; Schmeck, H.

In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 7363 LNCS, 2012, S. 28-41, ISSN 03029743, 10.1007/978-3-642-31638-8_3

Begutachteter Zeitschriftenartikel

Validating a peer-to-peer evolutionary algorithm

Laredo, J.L.J.; Bouvry, P.; Mostaghim, S.; Merelo-Guervós, J.-J.

In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 7248 LNCS, 2012, S. 436-445, ISSN 03029743, 10.1007/978-3-642-29178-4_44

Herausgeberschaft

A study of mobility in ad hoc networks and its effects on a hop count based distance estimation

Merkel, S.; Mostaghim, S.; Schmeck, H.

In: 2012 5th International Conference on New Technologies, Mobility and Security - Proceedings of NTMS 2012 Conference and Workshops, 2012, 10.1109/NTMS.2012.6208681

Herausgeberschaft

Adaptive range parameter control

Aleti, A.; Moser, I.; Mostaghim, S.

In: 2012 IEEE Congress on Evolutionary Computation, CEC 2012, 2012, 10.1109/CEC.2012.6256567

2011

Herausgeberschaft

A Markov-chain-based model for success prediction of evolution in complex environments

König, L.; Mostaghim, S.; Schmeck, H.

In: ECTA 2011 FCTA 2011 - Proceedings of the International Conference on Evolutionary Computation Theory and Applications and International Conference on Fuzzy Computation Theory and Applications, 2011, S. 90-102

Herausgeberschaft

8th International Conference on Autonomic Computing, ICAC 2011 Co-located Workshops - Proceedings of the 3rd Workshop on Biologically Inspired Algorithms for Distributed Systems, BADS 2011: Foreword

Folino, G.; Mastroianni, C.; Mostaghim, S.; Suzuki, J.

In: 8th International Conference on Autonomic Computing, ICAC 2011 Co-located Workshops - Proceedings of the 3rd Workshop on Biologically Inspired Algorithms for Distributed Systems, BADS 2011, 2011, S. iii-iv

Herausgeberschaft

Self-organized invasive parallel optimization

Mostaghim, S.; Pfeiffer, F.; Schmeck, H.

In: 8th International Conference on Autonomic Computing, ICAC 2011 Co-located Workshops - Proceedings of the 3rd Workshop on Biologically Inspired Algorithms for Distributed Systems, BADS 2011, 2011, S. 49-56, 10.1145/1998570.1998581

2010

Begutachteter Zeitschriftenartikel

Preference-based multi-objective particle swarm optimization using desirabilities

Mostaghim, S.; Trautmann, H.; Mersmann, O.

In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 6239 LNCS, 2010, Issue PART 2, S. 101-110, ISSN 03029743, 10.1007/978-3-642-15871-1_11

Begutachteter Zeitschriftenartikel

Interactive multi-objective particle swarm optimization with heatmap-visualization-based user interface

Hettenhausen, J.; Lewis, A.; Mostaghim, S.

In: Engineering Optimization, Vol. 42, 2010, Issue 2, S. 119-139, ISSN 0305215X, 10.1080/03052150903042632

Begutachteter Zeitschriftenartikel

Parallel multi-objective optimization using self-organized heterogeneous resources

Mostaghim, S.

In: Studies in Computational Intelligence, Vol. 269, 2010, S. 165-179, ISSN 1860949X, 10.1007/978-3-642-10675-0_8

Herausgeberschaft

The automotive deployment problem: A practical application for constrained multiobjective evolutionary optimisation

Moser, I.; Mostaghim, S.

In: 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010, 2010, 10.1109/CEC.2010.5585991

Herausgeberschaft

Parallel optimisation and parameter fitting

Mostaghim, S.

In: Proceedings - 6th IEEE International Conference on e-Science Workshops, e-ScienceW 2010, 2010, S. xii, 10.1109/eScienceW.2010.8

Herausgeberschaft

Organic computing in off-highway machines

Wüensche, M.; Mostaghim, S.; Schmeck, H.; Kautzmann, T.; Geimer, M.

In: Proceeding of the 2nd International Workshop on Self-Organizing Architectures, SOAR '10, Co-located with ICAC'10, 2010, S. 51-58, 10.1145/1809036.1809048

2009

Begutachteter Zeitschriftenartikel

Asynchronous multi-objective optimisation in unreliable distributed environments

Lewis, A.; Mostaghim, S.; Scriven, I.

In: Studies in Computational Intelligence, Vol. 210, 2009, S. 51-78, ISSN 1860949X, 10.1007/978-3-642-01262-4_3

Begutachteter Zeitschriftenartikel

Self-organized parallel cooperation for solving optimization problems

Mostaghim, S.; Schmeck, H.

In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 5455 LNCS, 2009, S. 135-145, ISSN 03029743, 10.1007/978-3-642-00454-4_15

Begutachteter Zeitschriftenartikel

Decentralized evolution of robotic behavior using finite state machines

König, L.; Mostaghim, S.; Schmeck, H.

In: International Journal of Intelligent Computing and Cybernetics, Vol. 2, 2009, Issue 4, S. 695-723, ISSN 1756378X, 10.1108/17563780911005845

Begutachteter Zeitschriftenartikel

Studies in Computational Intelligence: Preface

Lewis, A.; Mostaghim, S.; Randall, M.

In: Studies in Computational Intelligence, Vol. 210, 2009, S. V-IX, ISSN 1860949X

Herausgeberschaft

Online and onboard evolution of robotic behavior using finite state machines

König, L.; Mostaghim, S.; Schmeck, H.

In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, Vol. 2, 2009, S. 1158-1159, ISSN 15488403

Herausgeberschaft

Intelligent business process execution using particle swarm optimization

Kress, M.; Mostaghim, S.; Seese, D.

In: Nature-Inspired Informatics for Intelligent Applications and Knowledge Discovery: Implications in Business, Science, and Engineering, 2009, S. 49-66, 10.4018/978-1-60566-705-8.ch003

Herausgeberschaft

Dynamic search initialisation strategies for multi-objective optimisation in peer-to-peer networks

Scriven, I.; Lewis, A.; Mostaghim, S.

In: 2009 IEEE Congress on Evolutionary Computation, CEC 2009, 2009, S. 1515-1522, 10.1109/CEC.2009.4983122

Herausgeberschaft

Empirical comparison of MOPSO methods-guide selection and diversity preservation

Padhye, N.; Branke, J.; Mostaghim, S.

In: 2009 IEEE Congress on Evolutionary Computation, CEC 2009, 2009, S. 2516-2523, 10.1109/CEC.2009.4983257

2008

Begutachteter Zeitschriftenartikel

Parallel approaches for multiobjective optimization

Talbi, E.-G.; Mostaghim, S.; Okabe, T.; Ishibuchi, H.; Rudolph, G.; Coello Coello, C.A.

In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 5252 LNCS, 2008, S. 349-372, ISSN 03029743, 10.1007/978-3-540-88908-3-13

Begutachteter Zeitschriftenartikel

Design of gate array circuits using evolutionary algorithms

Bungert, P.; Mostaghim, S.; Schmeck, H.; Branke, J.

In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 4934 LNCS, 2008, S. 38-50, ISSN 03029743, 10.1007/978-3-540-78153-0_5

Begutachteter Zeitschriftenartikel

Hybridizing evolutionary strategies with continuation methods for solving multi-objective problems

Schütze, O.; Coello, C.A.C.; Mostaghim, S.; Talbi, E.-G.; Dellnitz, M.

In: Engineering Optimization, Vol. 40, 2008, Issue 5, S. 383-402, ISSN 0305215X, 10.1080/03052150701821328

Begutachteter Zeitschriftenartikel

Distance based ranking in many-objective particle swarm optimization

Mostaghim, S.; Schmeck, H.

In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 5199 LNCS, 2008, S. 753-762, ISSN 03029743, 10.1007/978-3-540-87700-4_75

Herausgeberschaft

Parallel multi-objective optimization using master-slave model on heterogeneous resources

Mostaghim, S.; Branke, J.; Lewis, A.; Schmeck, H.

In: 2008 IEEE Congress on Evolutionary Computation, CEC 2008, 2008, S. 1981-1987, 10.1109/CEC.2008.4631060

Herausgeberschaft

Evolutionary population dynamics and multi-objective optimisation problems

Lewis, A.; Mostaghim, S.; Randall, M.

In: Multi-Objective Optimization in Computational Intelligence: Theory and Practice, 2008, S. 185-206, 10.4018/978-1-59904-498-9.ch007

Herausgeberschaft

Asynchronous multiple objective particle swarm optimisation in unreliable distributed environments

Scriven, I.; Ireland, D.; Lewis, A.; Mostaghim, S.; Branke, J.

In: 2008 IEEE Congress on Evolutionary Computation, CEC 2008, 2008, S. 2481-2486, 10.1109/CEC.2008.4631130

2007

Begutachteter Zeitschriftenartikel

Heatmap visualization of population based multi objective algorithms

Pryke, A.; Mostaghim, S.; Nazemi, A.

In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 4403 LNCS, 2007, S. 361-375, ISSN 03029743

Herausgeberschaft

Multi-objective particle swarm optimization on computer grids

Mostaghim, S.; Branke, J.; Schmeck, H.

In: Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference, 2007, S. 869-875, 10.1145/1276958.1277127

2006

Begutachteter Zeitschriftenartikel

About selecting the personal best in multi-objective particle swarm optimization

Branke, J.; Mostaghim, S.

In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 4193 LNCS, 2006, S. 523-532, ISSN 03029743

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