Publikationen

2021

Begutachteter Zeitschriftenartikel

Weise, Jens;  Mostaghim, Sanaz 

A scalable many-objective pathfinding benchmark suite
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

Publikationslink

Steup, Christoph;  Beckhaus, Jonathan;  Mostaghim, Sanaz 

A single-copter UWB-ranging-based localization system extendable to a swarm of drones
In: Drones - Basel: MDPI, Bd. 5 (2021), 3, insges. 20 S.

Publikationslink

Shan, Qihao;  Mostaghim, Sanaz 

Achieving task allocation in swarm intelligence with bi-objective embodied evolution
In: Swarm intelligence - New York, NY [u.a.]: Springer . - 2021, insges. 24 S.

Publikationslink

Shan, Qihao;  Mostaghim, Sanaz 

Discrete collective estimation in swarm robotics with distributed Bayesian belief sharing
In: Swarm intelligence - New York, NY [u.a.]: Springer . - 2021, insges. 26 S.

Publikationslink

Mostaghim, Sanaz 

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

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Bartashevich, Palina;  Mostaghim, Sanaz 

Multi-featured collective perception with evidence theory - tackling spatial correlations
In: Swarm intelligence - New York, NY [u.a.]: Springer . - 2021, insges. 28 S.

Publikationslink

Buchbeitrag

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

Assessment of multi-objective coevolutionary genetic programming for predicting the stokes flow around a sphere
In: EUROGEN 2021 - ECCOMAS Proceedia; Gauger, Nicolas . - 2021, S. 171-190

Publikationslink

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

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

Publikationslink

Weikert, Dominik;  Steup, Christoph;  Mostaghim, Sanaz 

Enhancing resilience in IoT networks using organic computing
In: Informatik 2020 - Back to the future - Bonn: Gesellschaft für Informatik e.V. . - 2021, S. 1205-1214

Publikationslink

Mostaghim, Sanaz;  Mai, Sebastian 

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

Publikationslink

Weise, Jens;  Mostaghim, Sanaz 

Many-objective pathfinding based on Fréchet similarity metric
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)

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

Optimal control policies to address the pandemic health-economy dilemma
In: 2021 IEEE Congress on Evolutionary Computation: 28 June-1 July 2021, Kraków, Poland : 2021 proceedings - Piscataway, NJ, USA: IEEE . - 2021, S. 720-727

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

RMPlib - a library of benchmarks for the role mining problem
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

Publikationslink

Javadi, Mahrokh;  Zille, Heiner;  Mostaghim, Sanaz 

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

Publikationslink

Benecke, Tobias;  Mostaghim, Sanaz 

Tracking the heritage of genes in evolutionary algorithms
In: 2021 IEEE Congress on Evolutionary Computation: 28 June-1 July 2021, Kraków, Poland : 2021 proceedings - Piscataway, NJ, USA: IEEE . - 2021, S. 1800-1807

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

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

Publikationslink

Javadi, Mahrokh;  Mostaghim, Sanaz 

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

Publikationslink

2020

Begutachteter Zeitschriftenartikel

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

Generic component-based mission-centric energy model for micro-scale unmanned aerial vehicles
In: Drones - Basel: MDPI, Volume 4 (2020), issue 4, article 63, 17 Seiten

Publikationslink

Fischer, Dominik;  Mostaghim, Sanaz;  Albantakis, Larissa 

How cognitive and environmental constraints influence the reliability of simulated animats in groups
In: PLOS ONE - San Francisco, California, US: PLOS, Volume 15 (2020), issue 2, article e0228879, 32 Seiten

Publikationslink

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

MOSAIK - a formal model for self-organizing manufacturing systems
In: IEEE pervasive computing: mobile and ubiquitous systems/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE . - 2020, insges. 10 S.

Publikationslink

Weikert, Dominik;  Mai, Sebastian;  Mostaghim, Sanaz 

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

Publikationslink

Buchbeitrag

Weise, Jens;  Mostaghim, Sanaz 

A many-objective route planning benchmark problem for navigation
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

Publikationslink

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

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

Publikationslink

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

Ant colony optimization based multi-robot planner for combined task allocation and path finding
In: 2020 17th International Conference on Ubiquitous Robots (UR)/ International Conference on Ubiquitous Robots - [Piscataway, NJ]: IEEE, 2020 . - 2020, S. 487-493

Publikationslink

Shan, Qihao;  Mostaghim, Sanaz 

Collective decision making in swarm robotics with distributed Bayesian Hypothesis Testing
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)

Publikationslink

Bartashevich, Palina;  Koerte, Doreen;  Mostaghim, Sanaz 

Impact of communication topology on PSO-based swarms in vector fields
In: IEEE Symposium Series on Computational Intelligence: December 1-4, 2020, Canberra, Australia - [Piscataway, NJ]: IEEE, 2020 . - 2020, S. 497 - 504

Publikationslink

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

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

Publikationslink

Mai, Sebastian;  Mostaghim, Sanaz 

Modeling pathfinding for swarm robotics
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)

Publikationslink

Weikert, Dominik;  Steup, Christoph;  Mostaghim, Sanaz 

Multi-objective task allocation for wireless sensor networks
In: IEEE Symposium Series on Computational Intelligence: December 1-4, 2020, Canberra, Australia - [Piscataway, NJ]: IEEE, 2020 . - 2020, S. 181 - 188

Publikationslink

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

On the scalable multi-objective multi-agent pathfinding problem
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.

Publikationslink

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

Survey into predictive key performance indicator analysis from data mining perspective
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

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

T-EA - a Traceable Evolutionary Algorithm
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.

Publikationslink

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

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

Publikationslink

2019

Abstract

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

Combining manhattan and crowding distances in decision space for multimodal multi-objective optimization problems
In: EUROGEN 2019 - Guimarães, 2019 . - 2019, S. 1-6 ; [Konferenz: EUROGEN 2019, Guimarães, Portugal, September 12-14, 2019]

Javadi, Mahrokh;  Zille, Heiner;  Mostaghim, Sanaz 

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

Begutachteter Zeitschriftenartikel

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

Building a planner - a survey of planning systems used in commercial video games
In: IEEE transactions on games - New York, NY: IEEE, Bd. 11 (2019), 2, S. 91-108

Publikationslink

Buchbeitrag

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

A local approach to forward model learning - results on the game of life game
In: 2019 IEEE Symposium on Computational Intelligence and Games (CIG\'19) - Piscataway, NJ: IEEE, 2019 . - 2019, S. 1-8

Publikationslink

Bartashevich, Palina;  Mostaghim, Sanaz 

Benchmarking collective perception - new task difficulty metrics for collective decision-making
In: Progress in Artificial Intelligence - Cham: Springer, 2019 . - 2019, S. 699-711 - (Lecture Notes in Computer Science; vol.11805)

Publikationslink

Weise, Jens;  Benkhardt, Steven;  Mostaghim, Sanaz 

Graph-based multi-objective generation of customised wiring harnesses
In: GECCO\'19 - New York, New York: The Association for Computing Machinery, 2019 . - 2019, S. 407-408

Publikationslink

Bartashevich, Palina;  Mostaghim, Sanaz 

Ising model as a switch voting mechanism in collective perception
In: Progress in Artificial Intelligence - Cham: Springer, 2019 . - 2019, S. 617-629 - (Lecture Notes in Computer Science; vol.11805)

Publikationslink

Zille, Heiner;  Mostaghim, Sanaz 

Linear search mechanism for multi- and many-objective optimisation
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)

Publikationslink

Javadi, Mahrokh;  Zille, Heiner;  Mostaghim, Sanaz 

Modified crowding distance and mutation for multimodal multi-objective optimization
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

Publikationslink

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

Multi-objective collective search and movement-based metrics in swarm robotics
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. 387-388

Publikationslink

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

Online optimization of movement cost for robotic applications of PSO
In: Progress in Articial Intelligence: 19th EPIA Conference on Articial Intelligence, EPIA 2019 Vila Real, Portugal, September 3-6, 2019 Proceedings, Part I - Cham: Springer, 2019; Oliveira, Paulo Moura . - 2019, S. 307-318 - (Lecture Notes in Computer Science; vol.11805)

Publikationslink

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

Performance of dynamic algorithms on the dynamic distance minimization problem
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

Publikationslink

Bartashevich, Palina;  Mostaghim, Sanaz 

Positive impact of isomorphic changes in the environment on collective decision-making
In: GECCO\'19 - New York, New York: The Association for Computing Machinery, 2019 . - 2019, S. 105-106

Publikationslink

Herausgeberschaft

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

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

Publikationslink

2018

Abstract

Mai, Sebastian;  Steup, Christoph;  Mostaghim, Sanaz 

Movement-based localisation for PSO-inspired search behaviour of robotic swarms
In: Swarm intelligence: 11th International Conference, ANTS 2018, Rome, Italy, October 2931, 2018 : proceedings - Cham: Springer, S. 431-432 - (Lecture Notes in Computer Science; 11172) ; [Konferenz: 11th International Conference on Swarm Intelligence, ANTS 2018, Rome, Italy, October 29-31, 2018]

Artikel in Kongressband

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

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

Begutachteter Zeitschriftenartikel

Mostaghim, Sanaz;  Steup, Christoph;  Zille, Heiner 

Multi-objective distance minimization problems - applications in technical systems
In: Automatisierungstechnik: AT - Berlin: De Gruyter, 1985, Bd. 66.2018, 11, S. 964-974

Publikationslink

Buchbeitrag

Hoyer, Lukas;  Steup, Christoph;  Mostaghim, Sanaz 

A robot localization framework using CNNs for object detection and pose estimation
In: 2018 SSCI proceedings: 2018 IEEE SSCI, Bangalore, India, 18 - 21 November, 2018 - Piscataway, NJ: IEEE, S. 1388-1395 ; [Konferenz: 2018 IEEE SSCI, Bangalore, India, 18 - 21 November, 2018]

Weise, Jens;  Benkhardt, Steven;  Mostaghim, Sanaz 

A survey on graph-based systems in manufacturing processes
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]

Zille, Heiner;  Mostaghim, Sanaz 

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

Publikationslink

Bartashevich, Palina;  Koerte, Doreen;  Mostaghim, Sanaz 

Energy-saving decision making for aerial swarms - PSO-based navigation in vector fields
In: 2017 SSCI proceedings: 2017 IEEE SSCI, Honolulu, Hawaii, UA - Piscataway, NJ: IEEE, insges. 8 S., 2018

Publikationslink

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

Evolving PSO algorithm design in vector fields using geometric semantic GP
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

Publikationslink

Fischer, Dominik;  Mostaghim, Sanaz;  Albantakis, Larissa 

How swarm size during evolution impacts the behavior, generalizability, and brain complexity of animats performing a spatial navigation task
In: Proceeding of the Genetic and Evolutionary Computation Conference - New York, NY: ACM, S. 77-84, 2018

Publikationslink

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

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

Publikationslink

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

PSO-based search rules for aerial swarms against unexplored vector fields via genetic programming
In: Parallel Problem Solving from Nature - PPSN XV: 15th International Conference, Coimbra, Portugal, September 8-12, 2018, Proceedings, Part I - Cham: Springer International Publishing, S. 41-53 - (Lecture Notes in Computer Science; 11101)

Publikationslink

Mai, Sebastian;  Steup, Christoph;  Mostaghim, Sanaz 

Simultaneous localisation and optimisation for swarm robotics
In: 2018 SSCI proceedings: 2018 IEEE SSCI, Bangalore, India, 18 - 21 November, 2018 - Piscataway, NJ: IEEE, S. 1998-2004 ; [Konferenz: 2018 SSCI, Bangalore, India, 2018.11.18-21]

Uhde, Florian;  Mostaghim, Sanaz 

Towards a general framework for artistic style transfer
In: Computational Intelligence in Music, Sound, Art and Design - Cham: Springer, 2018 . - 2018, S. 177-193 - (Lecture Notes in Computer Science; 10783)

Publikationslink

Sander, Frederick;  Zille, Heiner;  Mostaghim, Sanaz 

Transfer strategies from single- to multi-objective grouping mechanisms
In: Proceeding of the Genetic and Evolutionary Computation Conference - New York, NY: ACM, 2018 . - 2018, S. 729-736

Publikationslink

Hasan, Asema;  Mostaghim, Sanaz 

Understanding collective decision-making in natural swarms
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]

Bartashevich, Palina;  Knors, Welf;  Mostaghim, Sanaz 

Vector field benchmark for collective search in unknown dynamic environments
In: Swarm intelligence: 11th International Conference, ANTS 2018, Rome, Italy, October 2931, 2018 : proceedings - Cham: Springer, S. 411-419 - (Lecture Notes in Computer Science; 11172)

Publikationslink

2017

Begutachteter Zeitschriftenartikel

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

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

Publikationslink

Moritz, Ruby L. V.;  Mostaghim, Sanaz 

Heterogeneous evolutionary swarms with partial redundancy solving multi-objective tasks
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)

Publikationslink

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

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

Publikationslink

Blank, Julian;  Deb, Kalyanmoy;  Mostaghim, Sanaz 

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

Publikationslink

Buchbeitrag

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

A knee point based evolutionary multi-objective optimization for mission planning problems
In: Proceeding of the Genetic and Evolutionary Computation Conference: Berlin, Germany, July 15 - 19, 2017 - New York, NY: ACM, S. 1216-1223

Publikationslink

Zille, Heiner;  Mostaghim, Sanaz 

Comparison study of large-scale optimisation techniques on the LSMOP benchmark functions
In: 2017 SSCI proceedings - Piscataway, NJ: IEEE, 2017 . - 2017, S. 2817-2824 ; [Beitrag auf USB-Stick]

Zille, Heiner;  Kottenhahn, André;  Mostaghim, Sanaz 

Dynamic distance minimization problems for dynamic multi-objective optimization
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

Publikationslink

Moritz, Ruby;  Zille, Heiner;  Mostaghim, Sanaz 

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

Publikationslink

Mostaghim, Sanaz;  Steup, Christoph;  Witt, Fabian 

Energy aware particle swarm optimization as search mechanism for aerial micro-robots
In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI): proceedings : 6-9 December 2016, Athens, Greece - Piscataway, NJ: IEEE, insges. 7 S., 2017

Publikationslink

Bartashevich, Palina;  Koerte, Doreen;  Mostaghim, Sanaz 

Energy-saving decision making for aerial swarms - PSO-based navigation in vector fields
In: 2017 SSCI proceedings - Piscataway, NJ: IEEE, S. 1848-1855 ; [Beitrag auf USB-Stick]

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

HTN fighter - planning in a highly-dynamic game
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

Publikationslink

Piper, Franz;  Mostaghim, Sanaz 

Influence of dynamic environments on agent strategies
In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI): proceedings : 6-9 December 2016, Athens, Greece - Piscataway, NJ: IEEE, insges. 8 S., 2017

Publikationslink

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

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

Publikationslink

Bartashevich, Palina;  Grimaldi, Luigi;  Mostaghim, Sanaz 

PSO-based search mechanism in dynamic environments - swarms in vector fields
In: 2017 IEEE Congress on Evolutionary Computation (CEC): proceedings : 5-8 June 2017, Donostia-San Sebastián, Spain - Piscataway, NJ: IEEE, S. 1263-1270

Publikationslink

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

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

Publikationslink

Herausgeberschaft

Mostaghim, Sanaz [HerausgeberIn];  Nürnberger, Andreas [HerausgeberIn];  Borgelt, Christian [HerausgeberIn] 

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

Publikationslink

Mostaghim, Sanaz;  Nürnberger, Andreas;  Borgelt, Christian 

Frontiers in Computational Intelligence
In: [s.l.]: Springer International Publishing AG 2018, 2017, 1 Online-Ressource - (Studies in computational intelligence; 739), ISBN: 978-3-319-67789-7

2016

Artikel in Kongressband

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

Mixed-reality simulation environment for a swarm of autonomous indoor quadcopters
In: Rotorcraft Virtual Engineering Conference: Rotocraft Conference : 8-10 November, Liverpool - [London], 2016, paper 5.17, insgesamt 11 S. ; [Kongress: Rotorcraft Virtual Engineering Conference, Liverpool, 8-10 November, 2016]

Begutachteter Zeitschriftenartikel

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 

Hybrid societies - challenges and perspectives in the design of collective behavior in self-organizing systems
In: Frontiers in robotics and AI - Lausanne, Vol. 3.2016, Art. 14, insgesamt 8 S.

Publikationslink

Buchbeitrag

Mostaghim, Sanaz;  Steup, Christoph;  Witt, Fabian 

Energy aware particle swarm optimization as search mechanism for aerial micro-robots
In: The 2016 IEEE Symposium Series on Computational Intelligence - Piscataway, NJ: IEEE, insges. 7 S. ; [Kongress: 2016 IEEE Symposium Series on Computational Intelligence, Athens, Greece, 6-9 December, 2016]

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

Functional brain network extraction using a genetic algorithm with a kick-out method
In: IEEE World Congress on Computational Intelligence (IEEE WCCI 2016) - Piscataway, NJ: IEEE, S. 4721-4727 ; [Kongress: IEEE World Congress on Computational Intelligence, IEEE WCCI 2016, Vancouver, Canada, 24 - 29 July, 2016]

Pieper, Franz;  Mostaghim, Sanaz 

Influence of dynamic environments on agent strategies
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]

Laack, Patrick;  Zille, Heiner;  Mostaghim, Sanaz 

Multi-objective fitness-proportional attraction approach with weights
In: IEEE World Congress on Computational Intelligence (IEEE WCCI 2016) - Piscataway, NJ: IEEE, S. 3316-3323 ; [Kongress: IEEE World Congress on Computational Intelligence, IEEE WCCI 2016, Vancouver, Canada, 24 - 29 July, 2016]

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

Multi-objective tree search approaches for general video game playing
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]

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

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

Moritz, Ruby;  Mostaghim, Sanaz 

The influence of heredity models on adaptability in evolutionary swarms
In: Proceedings of the International Conference on Genetic and evolutionary computation conference 2016 - New York, NY: ACM, S. 37-44

Publikationslink

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

Weighted optimization framework for large-scale multi-objective optimization
In: Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion - New York, NY: ACM, S. 83-84

Publikationslink

Dissertation

Bosse, Sascha;  Turowski, Klaus [GutachterIn];  Mostaghim, Sanaz [GutachterIn] 

Optimierung der Kosten und Verfügbarkeit von IT-Dienstleistungen durch Lösung eines Redundanz-Allokation-Problems
In: Magdeburg, 2016, xii, 151 Seiten, Illustrationen, 30 cm

Nicht begutachteter Zeitschriftenartikel

Steup, Christoph;  Mostaghim, Sanaz;  Mai, Sebastian 

Evaluation platform for micro aerial indoor swarm robotics
In: Magdeburg, FIN, 2016, 13 Seiten - (Technical Report; Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik; 2016,03)

Wissenschaftliche Monographie

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

Computational Intelligence - A Methodological Introduction
In: London: Springer, 2016, 2nd ed. 2016, Online-Ressource (XIII, 564 p. 255 illus, online resource) - (Springer eBook Collection; Computer Science; SpringerLink; Bücher; Texts in Computer Science)

Publikationslink

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

Computational intelligence - a methodological introduction
In: s.l., Imprint: Springer, 2016, 2nd ed. 2016, 1 Online-Ressource (XIII, 564 p. 255 illus) - (Texts in Computer Science)

Publikationslink

2015

Artikel in Kongressband

Neufeld, Xenija;  Mostaghim, Sanaz;  Perez, Diego 

Procedural level generation with answer set programming for general video game playing
In: 7th Computer Science and Electronic Engineering Conference (CEEC) - IEEE . - 2015, S. 207-212

Begutachteter Zeitschriftenartikel

Mirjalili, Seyedali;  Lewis, Andrew;  Mostaghim, Sanaz 

Confidence measure - a novel metric for robust meta-heuristic optimisation algorithms
In: Information sciences: an international journal - New York, NY: Elsevier Science Inc, Bd. 317.2015, S. 114-142

Publikationslink

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

Multiobjective Monte Carlo tree search for real-time games
In: IEEE transactions on computational intelligence and AI in games - New York, NY: IEEE, Bd. 7.2015, 4, S. 347 - 360

Publikationslink

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

Multiobjective Optimization for Interwoven Systems
In: Dagstuhl Reports: Dokumentationen zu Dagstuhl-Seminaren und Dagstuhl-Perspektiven-Workshops - Wadern: Schloss Dagstuhl, Bd. 5.2015, 1, S. 139-150

Publikationslink

Buchbeitrag

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

Investigation of electrothermal plasma pellet launcher optimization for fusion fueling
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

Publikationslink

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

Open loop search for general video game playing
In: Proceeding of the 2015 on Genetic and Evolutionary Computation Conference - New York, NY: ACM, S. 337-344

Publikationslink

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

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

Publikationslink

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

Procedural level generation with answer set programming for general Video Game playing
In: 2015 7th Computer Science and Electronic Engineering Conference (CEEC): 24 - 25 Sept. 2015, University of Essex, UK, Colchester - Piscataway, NJ: IEEE . - 2015, S. 207-212

Publikationslink

Zille, Heiner;  Mostaghim, Sanaz 

Properties of scalable distance minimization problems using the Manhattan metric
In: 2015 IEEE Congress on Evolutionary Computation (CEC 2015): Sendai, Japan, 25 - 28 May 2015 ; [proceedings] / IEEE; [IEEE Computational Intelligence Society]: Sendai, Japan, 25 - 28 May 2015 ; [proceedings] - Piscataway, NJ: IEEE, 2015 . - 2015, S. 2875-2882 ; [Kongress: IEEE Congress on Evolutionary Computation (CEC 2015), Sendai, 25-28 May 2015]

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

Runtime self-integration as key challenge for mastering interwoven systems
In: Proceedings of ARCS 2015: the 28th International Conference on Architecture of Computing Systems ; March 24 - 27, 2015, Porto, Portugal - IEEE, insges. 8 S.

Publikationslink

Zille, Heiner;  Mostaghim, Sanaz 

Using -dominance for Hidden and degenerated pareto-fronts
In: IEEE SSCI 2015: 2015 IEEE Symposium Series on Computational Intelligence ; 7-10 December 2015, Cape Town, South Afrika - Piscataway, NJ: IEEE, 2015 . - 2015, S. 845-852 ; [Beitrag auf USB-Stick]

Originalartikel in begutachteter zeitschriftenartiger Reihe

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

Open Loop Search for General Video Game Playing
In: 2015,

2014

Begutachteter Zeitschriftenartikel

Merkel, Sabrina;  Mostaghim, Sanaz;  Schmeck, Hartmut 

Hop count based distance estimation in mobile ad hoc networks - challenges and consequences
In: Ad hoc Networks - Amsterdam [u.a.]: Elsevier Science, Bd. 15.2014, S. 39-52

Publikationslink

Merkel, Sabrina;  Mostaghim, Sanaz;  Schmeck, Hartmut 

Self-organized swarm display
In: International Journal of Swarm Intelligence: IJSI - Genève: Inderscience Enterprises, 2014

Publikationslink

Buchbeitrag

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

A review of hybrid evolutionary multiple criteria decision making methods
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. 1147-1154

Publikationslink

André, Britto;  Mostaghim, Sanaz;  Pozo, Aurora 

Archive based multi-swarm algorithm for many-objective problems
In: 2014 Brazilian Conference on Intelligent Systems, BRACIS 2014 - Piscataway, NJ: IEEE, S. 79-84 ; Kongress: BRACIS 2014 (São Carlos, Brazil : 2014.10.18-23)

2013

Begutachteter Zeitschriftenartikel

Helwig, Sabine;  Branke, Juergen;  Mostaghim, Sanaz 

Experimental analysis of bound handling techniques in particle swarm optimization
In: IEEE transactions on evolutionary computation. - New York, NY : IEEE, Bd. 17.2013, 2, S. 259-271

Publikationslink

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

Preface: Nature inspired solutions for high performance computing
In: Natural Computing, Vol. 12, 2013, Issue 1, S. 27-28, ISSN 15677818, 10.1007/s11047-012-9326-9

Buchbeitrag

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

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

Publikationslink

Britto, Andre;  Mostaghim, Sanaz;  Pozo, Aurora 

Iterated multi-swarm: a multi-swarm algorithm based on archiving methods
In: Alba, Enrique: : Proceeding of the fifteenth annual conference on Genetic and evolutionary computation conference. - New York, NY : ACM, S. 583-590, 2013

Publikationslink

Originalartikel in begutachteter internationaler Zeitschrift

Merkel, Sabrina;  Mostaghim, Sanaz;  Schmeck, Hartmut 

Hop Count Based Distance Estimation in Mobile Ad Hoc Networks - Challenges and Consequences
In: Journal of Ad Hoc Networks on “Smart Solutions for Mobility Supported Distributed and Embedded Systems”

Originalartikel in begutachteter zeitschriftenartiger Reihe

Presse, Andre;  Mostaghim, Sanaz;  Stroisch, Philip 

Identification of Success Criteria and underlying Parameters for the Evaluation of newly created Ventures
In: 17th Interdisciplinary Entrepreneurship Conference, November 2013

Britto, Andre;  Mostaghim, Sanaz;  Pozo, Ana 

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

2012

Begutachteter Zeitschriftenartikel

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

Distributed geometric distance estimation in ad hoc networks
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

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

Validating a peer-to-peer evolutionary algorithm
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

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

A study of mobility in ad hoc networks and its effects on a hop count based distance estimation
In: 2012 5th International Conference on New Technologies, Mobility and Security - Proceedings of NTMS 2012 Conference and Workshops, 2012, 10.1109/NTMS.2012.6208681

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

Adaptive range parameter control
In: 2012 IEEE Congress on Evolutionary Computation, CEC 2012, 2012, 10.1109/CEC.2012.6256567

2011

Herausgeberschaft

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

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
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

König, L.;  Mostaghim, S.;  Schmeck, H. 

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

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

Self-organized invasive parallel optimization
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

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

Interactive multi-objective particle swarm optimization with heatmap-visualization-based user interface
In: Engineering Optimization, Vol. 42, 2010, Issue 2, S. 119-139, ISSN 0305215X, 10.1080/03052150903042632

Mostaghim, S. 

Parallel multi-objective optimization using self-organized heterogeneous resources
In: Studies in Computational Intelligence, Vol. 269, 2010, S. 165-179, ISSN 1860949X, 10.1007/978-3-642-10675-0_8

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

Preference-based multi-objective particle swarm optimization using desirabilities
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

Herausgeberschaft

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

Organic computing in off-highway machines
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

Mostaghim, S. 

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

Moser, I.;  Mostaghim, S. 

The automotive deployment problem: A practical application for constrained multiobjective evolutionary optimisation
In: 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010, 2010, 10.1109/CEC.2010.5585991

2009

Begutachteter Zeitschriftenartikel

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

Asynchronous multi-objective optimisation in unreliable distributed environments
In: Studies in Computational Intelligence, Vol. 210, 2009, S. 51-78, ISSN 1860949X, 10.1007/978-3-642-01262-4_3

König, L.;  Mostaghim, S.;  Schmeck, H. 

Decentralized evolution of robotic behavior using finite state machines
In: International Journal of Intelligent Computing and Cybernetics, Vol. 2, 2009, Issue 4, S. 695-723, ISSN 1756378X, 10.1108/17563780911005845

Mostaghim, S.;  Schmeck, H. 

Self-organized parallel cooperation for solving optimization problems
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

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

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

Herausgeberschaft

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

Dynamic search initialisation strategies for multi-objective optimisation in peer-to-peer networks
In: 2009 IEEE Congress on Evolutionary Computation, CEC 2009, 2009, S. 1515-1522, 10.1109/CEC.2009.4983122

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

Empirical comparison of MOPSO methods-guide selection and diversity preservation
In: 2009 IEEE Congress on Evolutionary Computation, CEC 2009, 2009, S. 2516-2523, 10.1109/CEC.2009.4983257

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

Intelligent business process execution using particle swarm optimization
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

König, L.;  Mostaghim, S.;  Schmeck, H. 

Online and onboard evolution of robotic behavior using finite state machines
In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, Vol. 2, 2009, S. 1158-1159, ISSN 15488403

2008

Begutachteter Zeitschriftenartikel

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

Design of gate array circuits using evolutionary algorithms
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

Mostaghim, S.;  Schmeck, H. 

Distance based ranking in many-objective particle swarm optimization
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

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

Hybridizing evolutionary strategies with continuation methods for solving multi-objective problems
In: Engineering Optimization, Vol. 40, 2008, Issue 5, S. 383-402, ISSN 0305215X, 10.1080/03052150701821328

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

Parallel approaches for multiobjective optimization
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

Herausgeberschaft

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

Asynchronous multiple objective particle swarm optimisation in unreliable distributed environments
In: 2008 IEEE Congress on Evolutionary Computation, CEC 2008, 2008, S. 2481-2486, 10.1109/CEC.2008.4631130

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

Evolutionary population dynamics and multi-objective optimisation problems
In: Multi-Objective Optimization in Computational Intelligence: Theory and Practice, 2008, S. 185-206, 10.4018/978-1-59904-498-9.ch007

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

Parallel multi-objective optimization using master-slave model on heterogeneous resources
In: 2008 IEEE Congress on Evolutionary Computation, CEC 2008, 2008, S. 1981-1987, 10.1109/CEC.2008.4631060

2007

Begutachteter Zeitschriftenartikel

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

Heatmap visualization of population based multi objective algorithms
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

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

Multi-objective particle swarm optimization on computer grids
In: Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference, 2007, S. 869-875, 10.1145/1276958.1277127

2006

Begutachteter Zeitschriftenartikel

Branke, J.;  Mostaghim, S. 

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

Mostaghim, S.;  Halter, W.;  Wille, A. 

Linear multi-objective particle swarm optimization
In: Studies in Computational Intelligence, Vol. 31, 2006, S. 209-238, ISSN 1860949X, 10.1007/978-3-540-34690-6_9

Herausgeberschaft

Halter, W.;  Mostaghim, S. 

Bilevel optimization of multi-component chemical systems using particle swarm optimization
In: 2006 IEEE Congress on Evolutionary Computation, CEC 2006, 2006, S. 1240-1247

Ireland, D.;  Lewis, A.;  Mostaghim, S.;  Lu, J.W. 

Hybrid particle guide selection methods in multi-objective particle swarm optimization
In: e-Science 2006 - Second IEEE International Conference on e-Science and Grid Computing, 2006, 10.1109/E-SCIENCE.2006.261049

2004

Herausgeberschaft

Mostaghim, S.;  Teich, J. 

Covering Pareto-optimal fronts by subswarms in multi-objective particle swarm optimization
In: Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004, Vol. 2, 2004, S. 1404-1411

Mostaghim, S.;  Hoffmann, M.;  König, P.H.;  Frauenheim, Th.;  Teich, J. 

Molecular force field parametrization using multi-objective evolutionary algorithms
In: Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004, Vol. 1, 2004, S. 212-219

2003

Begutachteter Zeitschriftenartikel

Schütze, O.;  Mostaghim, S.;  Dellnitz, M.;  Teich, J. 

Covering Pareto sets by multilevel evolutionary subdivision techniques
In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 2632, 2003, S. 118-132, ISSN 03029743

Haubelt, C.;  Mostaghim, S.;  Teich, J.;  Tyagi, A. 

Solving hierarchical optimization problems using MOEAs
In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 2632, 2003, S. 162-176, ISSN 03029743

Herausgeberschaft

Mostaghim, S.;  Teich, J. 

The role of ε-dominance in multi objective particle swarm optimization methods
In: 2003 Congress on Evolutionary Computation, CEC 2003 - Proceedings, Vol. 3, 2003, S. 1764-1771, 10.1109/CEC.2003.1299886

2002

Herausgeberschaft

Mostaghim, S.;  Teich, J.;  Tyagi, A. 

Comparison of data structures for storing Pareto-sets in MOEAs
In: Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002, Vol. 1, 2002, S. 843-848, 10.1109/CEC.2002.1007035

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