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  • A.E. Eiben
2011

An Algorithm for Distributed On-line, On-board Evolutionary Robotics

Karafotias, G., Haasdijk, E. W. & Eiben, A. E., 2011, GECCO 2011. ACM, p. 171-178

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

An On-line On-board Distributed Algorithm for Evolutionary Robotics

Huijsman, R. J., Haasdijk, E. W. & Eiben, A. E., 2011, EA 2011.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Comparing Parameter Tuning and Parameter Control for SAT Solving GAs

Smit, S. K. & Eiben, A. E., 2011, Artificial Evolution 2011. Hao, JK., Legrand, P., Collet, P., Monmarché, N., Lutton, E. & Schoenauer, M. (eds.). p. 468-470

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Evolving Art with Scalable Vector Graphics

den Heijer, E. & Eiben, A. E., 2011, Proceedings of the 13th Annual conference on Genetic and evolutionary computation. ACM, p. 427-434

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Multi-Problem Parameter Tuning using BONESA

Smit, S. K. & Eiben, A. E., 2011, Artificial Evolution 2011. Hao, JK., Legrand, P., Collet, P., Monmarché, N., Lutton, E. & Schoenauer, M. (eds.). p. 222-233

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Online Adaptation of Path Formation in UAV Search-and-Identify Missions

van Willigen, W. H., Schut, M. C., Eiben, A. E. & Kester, L. J. H. M., 2011, 10th International Conference on Adaptive and Natural Computing Algorithms (ICANNGA). Ljubljana, Slovenia: Springer

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
File

Parameter Tuning for Configuring and Analyzing Evolutionary Algorithms

Smit, S. K. & Eiben, A. E., 2011, In : Swarm and Evolutionary Computation.

Research output: Contribution to JournalArticleAcademicpeer-review

Population Diversity Index: A New Measure for Population Diversity

Smit, S. K. & Eiben, A. E., 2011, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2011). ACM

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Racing to Improve On-line, On-board Evolutionary Robotics

Haasdijk, E. W., Atta-ul-Qayyum, A. & Eiben, A. E., 2011, GECCO 2011. ACM

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

The Tech Kangaroo - Evolution at Work

Eiben, A. E., 1 Sep 2011, In : TEDx Conference, Budapest.

Research output: Contribution to JournalArticlePopular

Tudosok es Robotok, sokasodjatok! (Scientists and robots, multiply!)

Eiben, A. E., 11 Oct 2011, In : Nepszabadsag.

Research output: Contribution to JournalArticlePopular

2012

A Generic Approach to Parameter Control

Karafotias, G., Smit, S. K. & Eiben, A. E., 2012, In : Lecture Notes in Computer Science. 7248, p. 366-375

Research output: Contribution to JournalArticleAcademicpeer-review

Embodied Artificial Evolution - Artificial Evolutionary Systems in the 21st Century

Eiben, A. E., Haasdijk, E. W. & Kernbach, S., 2012, In : Evolutionary Intelligence. 5, 4, p. 261-272

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access

Evolutionary Algorithm Parameters and Methods to Tune them

Eiben, A. E. & Smit, S. K., 2012, Autonomous Search. Hamadi, Y., Monfroy, E. & Saubion, F. (eds.). Springer, p. 15-36

Research output: Chapter in Book / Report / Conference proceedingChapterAcademicpeer-review

Evolutionary and Swarm computing for the Semantic Web

Gueret, C. D. M., Schlobach, K. S., Dentler, K., Schut, M. C. & Eiben, A. E., 2012, IEEE Computational Intelligence Magazine. p. 16-31 (2).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

File

Evolving art using measures for symmetry, compositional balance and liveliness

den Heijer, E. & Eiben, A. E., 2012, Proceedings of the 4th International Joint Conference on Computational Intelligence. Rosa, A. C. (ed.). SciTePress, p. 52-61

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Evolving Behavioral Specialization in Robot Teams to Solve a Collective Construction Task

Nitschke, G., Schut, M. C. & Eiben, A. E., 2012, In : Swarm and Evolutionary Computation. 2, 1, p. 25-38 14 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Evolving communication in robotic swarms using on-line, on-board, distributed evolutionary algorithms

Pineda, L. E. P. U., Eiben, A. E. & van Steen, M. R., 2012, In : Evolutionary Applications.

Research output: Contribution to JournalArticleAcademicpeer-review

Evolving Pop Art Using Scalable Vector Graphics

den Heijer, E. & Eiben, A. E., 2012, In : Lecture Notes in Computer Science. 7247, p. 48-59

Research output: Contribution to JournalArticleAcademicpeer-review

Evolving team behaviors with specialization

Nitschke, G. S., Eiben, A. E. & Schut, M. C., 2012, In : Genetic programming and evolvable machines. 13, 4, p. 493-536 44 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Exploratory Analysis of an On-line Evolutionary Algorithm in Simulated Robots

Haasdijk, E. W., Smit, S. K. & Eiben, A. E., 2012, In : Evolutionary Intelligence. 5, 4, p. 213-230

Research output: Contribution to JournalArticleAcademicpeer-review

It's Fate: A Self-organising Evolutionary Algorithm

Bim, J., Karafotias, G., Smit, S. K., Eiben, A. E. & Haasdijk, E. W., 2012, In : Lecture Notes in Computer Science. 7491--7492

Research output: Contribution to JournalArticleAcademicpeer-review

Maintaining Population Diversity in Evolutionary Art

den Heijer, E. & Eiben, A. E., 2012, In : Lecture Notes in Computer Science. 7247, p. 60-71

Research output: Contribution to JournalArticleAcademicpeer-review

On-line Evolution of Controllers for Aggregating Swarm Robots in Changing Environments

Weel, B. P. M., Hoogendoorn, M. & Eiben, A. E., 2012, In : Lecture Notes in Computer Science. 7492, p. 245-254

Research output: Contribution to JournalArticleAcademicpeer-review

Testing Diversity-Enhancing Migration Policies for Hybrid On-Line Evolution of Robot Controllers

García-Sánchez, P., Haasdijk, E. W., Eiben, A. E., Weel, B. P. M. & Merelo-Guervós, J. J., 2012, In : Lecture Notes in Computer Science. 7248, p. 52-62

Research output: Contribution to JournalArticleAcademicpeer-review

The Emergence of Multi-Cellular Robot Organisms through On-line On-board Evolution

Weel, B. P. M., Haasdijk, E. W. & Eiben, A. E., 2012, In : Lecture Notes in Computer Science. 7248, p. 124-134

Research output: Contribution to JournalArticleAcademicpeer-review

Tuning Evolutionary Algorithms and Tuning Evolutionary Algorithm Controllers

Karafotias, G., Smit, S. K. & Eiben, A. E., 2012, Proceedings of the Fifth International Conference on Bioinspired Optimization Methods and their Applications BIOMA 2012. Filipic, B. & Silc, J. (eds.). Jozef Stefan Institute, p. 3-21

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

2013

Adaptive collective systems: Herding black sheep

Anderson, S., Bredeche, N., Eiben, A. E., Kampis, G. & van Steen, M. R., 2013, onbekend: Bookprints.

Research output: Book / ReportBookAcademic

Body Building: Hatching Robot Organisms

Weel, B. P. M., Haasdijk, E. W. & Eiben, A. E., 2013, Proceedings of the 2013 IEEE Symposium Series on Computational Intelligence. Singapore: IEEE

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Impact of environmental dynamics on economic evolution: A stylized agent-based policy analysis

Nannen, V., van den Bergh, J. C. J. M. & Eiben, A. E., 2013, In : Technological Forecasting and Social Change. 80, 2, p. 329-350

Research output: Contribution to JournalArticleAcademicpeer-review

Individual, Social and Evolutionary Adaptation in Collective Systems

Haasdijk, E. W., Eiben, A. E. & Winfield, A. F. T., Jun 2013, Handbook of Collective Robotics: Fundamentals and Challenges. Kernbach, S. (ed.). Singapore: Pan Stanford, p. 413-471 59 p.

Research output: Chapter in Book / Report / Conference proceedingChapterAcademicpeer-review

Maintaining Population Diversity in Evolutionary Art using Structured Populations

den Heijer, E. & Eiben, A. E., 2013, Proceedings of the 2013 IEEE Congress on Evolutionary Computation. Cancún, Mexico: IEEE Press, p. 529-536

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

MONEE: Using Parental Investment to Combine Open-Ended and Task-Driven Evolution

Noskov, N., Haasdijk, E. W., Weel, B. P. M. & Eiben, A. E., 2013, Applications of Evolutionary Computation: EvoApplications 2013. Esparcia-Alcázar, A. (ed.). Springer-Verlag, p. 569-578 (LNCS).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Online Gait Learning for Modular Robots with Arbitrary Shapes and Sizes

D'Angelo, M., Weel, B. P. M. & Eiben, A. E., 2013, Second International Conference on the Theory and Practice of Natural Computing (TPNC 2013). Dediu, A-H., Martín-Vide, C., Truthe, B. & Vega-Rodríguez, M. A. (eds.). Springer, p. 45-56 (LNCS).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Parameter control: strategy or luck?

Karafotias, G., Hoogendoorn, M. & Eiben, A. E., 2013, Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion (GECCO-2013-Companion). p. 215-216

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Right on the MONEE combining task- and environment-driven evolution

Haasdijk, E. W., Weel, B. P. M. & Eiben, A. E., 2013, GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference. Amsterdam, p. 207-214 8 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Self-adapting fitness evaluation times for on-line evolution of simulated robots

Dinu, C. M., Dimitrov, P., Weel, B. P. M. & Eiben, A. E., 2013, Proceeding of the fifteenth annual conference on Genetic and evolutionary computation (GECCO-2013). p. 191-198

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

The Triangle of Life: Evolving Robots in Real-time and Real-space

Eiben, A. E., Bredeche, N., Hoogendoorn, M., Stradner, J., Timmis, J., Tyrrell, A. M. & Winfield, A., 2013, Proc. 12th European Conference on the Synthesis and Simulation of Living Systems. P., L., O, M., G, N., S, N. & M., P. (eds.). MIT Press, p. 1056-1063

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Why Parameter Control Mechanism Should Be Benchmarked Against Random Variation

Karafotias, G., Hoogendoorn, M. & Eiben, A. E., 2013, Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2013. IEEE, p. 349-355

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Why parameter control mechanisms should be benchmarked against random variation

Karafotias, G., Hoogendoorn, M. & Eiben, A. E., 2013, Proceedings of the 2013 IEEE Congress on Evolutionary Computation. p. 349-355

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

2015

An Evaluation Framework for the Comparison of Fine-Grained Predictive Models in Health Care.

van Breda, W. R. J., Hoogendoorn, M., Eiben, A. E. & Berking, M., 2015, In : Lecture Notes in Computer Science. 9105, p. 148-152

Research output: Contribution to JournalArticleAcademicpeer-review

Applications of evolutionary computation: 18th European Conference, EvoApplications 2015 Copenhagen, Denmark, April 8–10, 2015 proceedings

Mora, A. M., Squillero, G., Agapitos, A., Burelli, P., Bush, W. S., Cagnoni, S., Cotta, C., De Falco, I., Cioppa, A. D., Divina, F., Eiben, A. E., Esparcia-Alcázar, A. I., de Vega, F. F., Glette, K., Haasdijk, E., Hidalgo, J. I., Kampouridis, M., Kaufmann, P., Mavrovouniotis, M., Nguyen, T. T. & 5 others, Schaefer, R., Sim, K., Tarantino, E., Urquhart, N. & Zhang, M., 2015, Applications of Evolutionary Computation - 18th European Conference, EvoApplications 2015, Proceedings. Springer/Verlag, Vol. 9028. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9028).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Applications of Evolutionary Computation

Mora, A. M., Squillero, G., Di Chio, C., Agapitos, A., Cagnoni, S., Cotta, C., Fernández De Vega, F., Di Caro, G. A., Drechsler, R., Ekárt, A., Esparcia-Alcázar, A. I., Farooq, M., Langdon, W. B., Merelo-Guervós, J. J., Preuss, M., Richter, O-MH., Silva, S., Sim$\$~oes, A., Squillero, G., Tarantino, E. & 70 others, Tettamanzi, A. G. B., Togelius, J., Urquhart, N., Uyar, A. S., Yannakakis, G. N., Smith, S. L., Caserta, M., Ramirez, A., Voß, S., Squillero, G., Burelli, P., Mora, A. M., Squillero, G., Jan, M., Matthias, M., Di Chio, C., Agapitos, A., Cagnoni, S., Cotta, C., Fernández De Vega, F., Di Caro, G. A., Drechsler, R., Ekárt, A., Esparcia-Alcázar, A. I., Farooq, M., Langdon, W. B., Merelo-Guervós, J. J., Preuss, M., Richter, O-MH., Silva, S., Sim$\$~oes, A., Squillero, G., Tarantino, E., Tettamanzi, A. G. B., Togelius, J., Urquhart, N., Uyar, A. S., Yannakakis, G. N., Caserta, M., Ramirez, A., Voß, S., Squillero, G., Burelli, P., Esparcia-Alcazar, A. I., Silva, S., Agapitos, A., Cotta, C., De Falco, I., Cioppa, A. D., Diwold, K., Ekart, A., Tarantino, E., Vega, F. F. D., Burelli, P., Sim, K., Cagnoni, S., Simoes, A., Merelo, J. J., Urquhart, N., Haasdijk, E., Zhang, M., Squillero, G., Eiben, A. E., Tettamanzi, A. G. B., Glette, K., Rohlfshagen, P., Schaefer, R., Caserta, M., Ramirez, A. & Voß, S., 2015, Springer International Publishing Switzerland. 29 p.

Research output: Book / ReportBookAcademicpeer-review

Evaluating Reward Definitions for Parameter Control

Karafotias, G., Hoogendoorn, M. & Eiben, A. E., 2015, In : Lecture Notes in Computer Science. 9028, p. 667-680

Research output: Contribution to JournalArticleAcademicpeer-review

Evolution, Individual Learning, and Social Learning in a Swarm of Real Robots

Heinerman, J. V., Rango, M. & Eiben, A. E., 2015, 2015 IEEE International Conference on Evolvable Systems (ICES). Capetown, SA: IEEE

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Evolutionary robotics: what, why, and where to

Doncieux, S., Bredeche, N., Mouret, J-B. & Eiben, A. E., 2015, In : Frontiers in Robotics and AI. 2, 4, 18 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access

EvoSphere: the World of Robot Evolution

Eiben, A. E., 2015, Proceedings of the Theory and Practice of Natural Computing 2015. Dediu, A. H. (ed.). Springer, p. 1-17

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

From evolutionary computation to the evolution of things

Eiben, A. E. & Smith, J. E., 2015, In : Nature. 521, p. 476-482

Research output: Contribution to JournalArticleAcademicpeer-review

Introduction to Evolutionary Computing

Eiben, A. E. & Smith, J. E., 2015, Berlin Heidelberg: Springer. 287 p. (Natural Computing Series)

Research output: Book / ReportBookAcademicpeer-review

Parameter Control in Evolutionary Algorithms: Trends and Challenges

Karafotias, G., Hoogendoorn, M. & Eiben, A. E., 1 Apr 2015, In : IEEE Transactions on Evolutionary Computation. 19, 2, p. 167-187 21 p., 6747993.

Research output: Contribution to JournalArticleAcademicpeer-review