Publications

2018

2017

2016

2015

2014

2013

2012

2011

2010

2009

2008

2007

2006

2005

2004

2003

  • A.E. Eiben and J.E. Smith,
    Introduction to Evolutionary Computing, Springer, 2003, ISBN
    3-540-40184-9, book
    website here

2002

2001

2000

  • A. Al, A.E. Eiben, and D.
    Vermeulen, An experimental comparison of tax systems in sugarscape,
    In S.-H. Cheng and X. Yao, editors, Proceedings of the The First
    International Workshop on Computational Intelligence in Economics and
    Finance
    , JCIS, 2000.
  • T. Bäck, A.E. Eiben, and N.A.L.
    van der Vaart, An
    empirical study on GAs “without parameters”
    , In M.
    Schoenauer, K. Deb, G. Rudolph, X. Yao, E. Lutton, J.J. Merelo, and H.-P.
    Schwefel, editors, Parallel Problem Solving from Nature, PPSN VI,
    volume 1917 of LNCS, pages 315-324, Springer, 2000.
  • B. Craenen, A.E. Eiben, and E.
    Marchiori, Solving
    contraint satisfaction problems with heuristic-based evolutionary
    algorithms
    , In Proceedings of the 2000 Congress on Evolutionary
    Computation
    , pages 1571-1577, IEEE Press, 2000.
  • B. Craenen, A.E. Eiben, E.
    Marchiori, and A.G. Steenbeek, Combining
    local search and fitness function adaptation in a GA for solving binary
    constraint satisfaction problems
    , In D. Whitley, D. Goldberg, E.
    Cantu-Paz, L. Spector, I. Parmee, and H.-G. Beyer, editors, Proceedings
    of the Genetic and Evolutionary Computation Conference
    , page 381,
    Morgan Kaufmann, 2000.
  • A.E. Eiben, Multiparent
    recombination
    , In T. Bäck, D.B. Fogel, and Z. Michalewicz,
    editors, Evolutionary Computation 1: Basic Algorithms and Operators,
    pages 289-307, Institute of Physics Publishing, 2000.
  • A.E. Eiben, R. Hinterding, and Z.
    Michalewicz, Parameter control, In T. Bäck, D.B. Fogel, and Z.
    Michalewicz, editors, Evolutionary Computation 2: Advanced Algorithms
    and Operators
    , pages 170-187, Institute of Physics Publishing, 2000.
  • A.E. Eiben, B. Jansen, Z.
    Michalewicz, and B. Paechter, Solving CSPs using self-adaptive
    constraint weights: how to prevent EAs from cheating
    , In D. Whitley,
    D. Goldberg, E. Cantu-Paz, L. Spector, I. Parmee, and H.-G. Beyer,
    editors, Proceedings of the Genetic and Evolutionary Computation
    Conference
    , pages 128-134, Morgan Kaufmann, 2000.
  • A.E. Eiben
    and Zs.
    Ruttkay, Constraint-satisfaction
    problems
    , In T. Bäck, D.B. Fogel, and Z. Michalewicz, editors, Evolutionary
    Computation 2: Advanced Algorithms and Operators
    , pages 75-86,
    Institute of Physics Publishing, 2000.
  • B. Paechter, T. Bäck, M.
    Schoenauer, M. Sebag, A.E. Eiben, J.J. Merelo, and T.C. Fogary, A
    distributed resource evolutionary algorithm machine
    , In Proceedings
    of the 2000 Congress on Evolutionary Computation
    , pages 951-958, IEEE
    Press, 2000.

1999

  • Th. Bäck and A. E. Eiben, Generalizations
    of intermediate recombination in evolution strategies
    , In Proceedings
    of the Congress on Evolutionary Computation, CEC’99
    , volume 2, pages
    1566-1573, Washington, D.C., July 6-9, 1999.
  • W. Banzhaf, J. Daida, A.E.
    Eiben, M.H. Garzon, V. Honavar, M. Jakiela, and R.E. Smith, editors, Proceedings
    of the Genetic and Evolutionary Computation Conference (GECCO-99)
    ,
    Morgan Kaufmann, 1999.
  • J. Eggermont, A. E. Eiben, and
    J. I. van Hemert, Adapting
    the fitness function in GP for data mining
    , In R. Poli, P. Nordin,
    W.B. Langdon, and T.C. Fogarty, editors, Genetic Programming,
    Proceedings of EuroGP’99
    , volume 1598 of LNCS, pages 195-204,
    Springer-Verlag, 1999.
  • J. Eggermont, A. E. Eiben, and
    J. I. van Hemert, A comparison of genetic programming variants for data
    classification
    , In D.J. Hand, J.N. Kok, and M.R. Berthold, editors, Advances
    in Intelligent Data Analysis, Third International Sym posium, IDA-99
    ,
    volume 1642 of LNCS, Springer-Verlag, 1999.
  • A.E. Eiben, Experimental
    results on the effects of multi-parent recombination: An overview
    , In
    L.D. Chambers, editor, Practical Handbook of Genetic Algorithms, volume
    III
    , pages 487-502, CRC Press LLC, 1999.
  • A.E. Eiben, D. Elia, and J.I.
    van Hemert, Population
    dynamics and emerging features in AEGIS
    , In W. Banzhaf, J. Daida,
    A.E. Eiben, M.H. Garzon, V. Honavar, M. Jakiela, and R.E. Smith, editors, Proceedings
    of the Genetic and Evolutionary Computation Conference (GECCO-99)
    ,
    pages 1257-1264, Morgan Kaufmann, 1999.
  • A.E. Eiben, T.J. Euverman, W.
    Kowalczyk, and F. Slisser, Modelling customer retention with
    statistical techniques, rough data models and genetic programming
    , In
    A. Skowron and S.K. Pal, editors, Rough-Fuzzy Hybridization: A New
    Trend in Decision Making
    , pages 330-345, Springer, 1999.
  • A.E. Eiben, R. Hinterding, and
    Z. Michalewicz, Parameter
    control in evolutionary algorithms
    , IEEE Transactions on
    Evolutionary Computation
    , 3(2):124-141, 1999.


This paper has won the 2001 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
OUTSTANDING PAPER AWARD
.

  • A.E. Eiben and Z. Michalewicz,
    editors, Evolutionary Computation, IOS Press, 1999.
  • A.E. Eiben and G. Rudolph,
    editors, Journal of Theoretical Computer Science, Special Issue on
    Evolutionary Computation
    , volume 229, Elsevier Science Publishers,
    1999.
  • A.E. Eiben and G. Rudolph, Theory of evolutionary
    algorithms: a bird’s eye view
    , Theoretical Computer Science,
    229(1-2):3-9, 1999.
  • A.E. Eiben and J. I. van
    Hemert, SAW-ing
    EAs: adapting the fitness function for solving constrained problems
    ,
    In D. Corne, M. Dorigo, and F. Glover, editors, New ideas in
    optimization
    , chapter 26, pages 389-402, McGraw-Hill, London, 1999.
  • I.G. Sprinkhuizen-Kuyper, C.A.
    Schippers, and A.E. Eiben, On the real arity of multiparent
    recombination
    , In W. Banzhaf, J. Daida, A.E. Eiben, M.H. Garzon, V.
    Honavar, M. Jakiela, and R.E. Smith, editors, Proceedings of 1999
    Congress on Evolutionary Computation
    , pages 680-686, Morgan Kaufmann
    Publishers, 1999.
  • J. I. van Hemert and A. E.
    Eiben, Mondriaan
    art by evolution
    , In Eric Postma and Marc Gyssens, editors, Proceedings
    of the Eleventh Belgium/Netherlands Conference on Artificial Intelligence
    (BNAIC’99)
    , pages 291-292, 1999.

1998

  • Th. Bäck, A.E. Eiben, J. de
    Graaf, M. Preuss, A. Schippers, and H. Taale, Optimizing traffic light
    controllers with evolutionary algorithms
    , In H.-J. Zimmermann, editor,
    Proceedings of the 6th European Congress on Intelligent Techniques and
    Soft Computing
    , Verlag Mainz, Aachen, 1998. in press.
  • Th. Bäck, A.E. Eiben, and M.E.
    Vink. A superior evolutionary algorithm for 3-SAT. In V. William
    Porto, N. Saravanan, Don Waagen, and A.E. Eiben, editors, Proceedings
    of the 7th Annual Conference on Evolutionary Programming
    , number 1477
    in LNCS, pages 125-136. Springer, Berlin, 1998.
  • A.E. Eiben, Th. Bäck, M.
    Schoenauer, and H.-P. Schwefel, editors. Proceedings of the 5th
    Conference on Parallel Problem Solving from Nature
    , number 1498 in
    LNCS. Springer, Berlin, 1998.
  • A.E. Eiben, A.E. Koudijs, and
    F. Slisser. Genetic modelling of customer retention. In W. Banzhaf,
    R. Poli, M. Schoenauer, and T.C. Fogarty, editors, Proceedings of First
    European Workshop on Genetic Programming
    , number 1391 in LNCS, pages
    178-186. Springer, Berlin, 1998.
  • A.E. Eiben and Z. Michalewicz,
    editors. Fundamenta Informaticae, Special Volume on Evolutionary
    Computation
    , volume 35:1-4. IOS Press, 1998.
  • A.E. Eiben and A. Schippers. On
    evolutionary exploration and exploitation
    . Fundamenta
    Informaticae
    , 35(1-4):35-50, 1998.
  • A.E. Eiben, I.G.
    Sprinkhuizen-Kuyper, and B.A. Thijssen. Competing crossovers in an
    adaptive GA framework
    . In Proceedings of the 5th IEEE Conference on
    Evolutionary Computation
    , pages 787-792. IEEE Press, 1998.
  • A.E. Eiben and J.K. van der
    Hauw. Adaptive penalties for evolutionary graph-coloring. In J.-K.
    Hao, E. Lutton, E. Ronald, M. Schoenauer, and D. Snyers, editors, Artificial
    Evolution’97
    , number 1363 in LNCS, pages 95-106. Springer, Berlin,
    1998.
  • A.E. Eiben, J.K. van der Hauw,
    and J.I. van Hemert. Graph
    coloring with adaptive evolutionary algorithms
    . Journal of
    Heuristics
    , 4(1):25-46, 1998.
  • A.E. Eiben, J.I. van Hemert, E.
    Marchiori, , and A.G. Steenbeek. Solving binary
    constraint satisfaction problems using evolutionary algorithms with an
    adaptive fitness function
    . In A.E. Eiben, Th. Bäck, M. Schoenauer,
    and H.-P. Schwefel, editors, Proceedings of the 5th Conference on
    Parallel Problem Solving from Nature
    , number 1498 in LNCS, pages
    196-205. Springer, Berlin, 1998.
  • V. William Porto, N. Saravanan,
    Don Waagen, and A.E. Eiben, editors. Proceedings of the 7th Annual
    Conference on Evolutionary Programming
    , number 1477 in LNCS.
    Springer, Berlin, 1998.
  • A.G. Steenbeek, E. Marchiori,
    and A.E. Eiben. Finding balanced graph bi-partitions using a hybrid
    genetic algorithm
    . In Proceedings of the 5th IEEE Conference on
    Evolutionary Computation
    , pages 90-95. IEEE Press, 1998.

1997

  • Th. Bäck, A.E. Eiben, and M.E.
    Vink. A superior evolutionary algorithm for 3-SAT. In K. van Marcke
    and W. Daelemans, editors, Proceedings of the 9th Dutch/Belgian
    Conference on Artificial Intelligence
    , pages 47-57. NAIC, 1997.
  • A.E. Eiben and Th. Bäck. An
    empirical investigation of multi-parent recombination operators in
    evolution strategies
    . Evolutionary Computation,
    5(3):347-365, 1997.
  • A.E. Eiben and Zs. Ruttkay. Constraint
    satisfaction problems
    . In T. Bäck, D. Fogel, and M. Michalewicz,
    editors, Handbook of Evolutionary Computation, pages C5.7:1-C5.7:8.
    IOP Publishing Ltd. and Oxford University Press, 1997.
  • A.E. Eiben and J.K. van der
    Hauw. Solving 3-SAT with adaptive Genetic Algorithms. In Proceedings
    of the 4th IEEE Conference on Evolutionary Computation
    , pages 81-86.
    IEEE Service Center, 1997.
  • A.E. Eiben and C.H.M. van
    Kemenade. Diagonal
    crossover in genetic algorithms for numerical optimization
    . Journal
    of Control and Cybernetics
    , 26(3):447-465, 1997.
  • R. Hinterding, Z. Michalewicz,
    and A.E. Eiben. Adaptation in Evolutionary Computation: a survey.
    In Proceedings of the 4th IEEE Conference on Evolutionary Computation,
    pages 65-69. IEEE Service Center, 1997.
  • J. Lis and A.E. Eiben. A
    multisexual Genetic Algorithm for multicriteria optimization
    . In Proceedings
    of the 4th IEEE Conference on Evolutionary Computation
    , pages 59-64.
    IEEE Service Center, 1997.

1996

  • A.E. Eiben. Evolutionary exploration of
    search spaces
    . In Z. Ras and M. Michalewicz, editors, Foundations
    of Intelligent Systems
    , number 1079 in Lecture Notes in Artificial
    Intelligence, pages 178-188. Springer-Verlag, 1996.
  • A.E. Eiben, T.J. Euverman, W. Kowalczyk, E.
    Peelen, F. Slisser, and J.A.M. Wesseling. Comparing adaptive and
    traditional techniques for direct marketing.
    In H.-J. Zimmermann,
    editor, Proceedings of the 4th European Congress on Intelligent
    Techniques and Soft Computing
    , pages 434-437. Verlag Mainz, Aachen,
    1996.
  • A.E. Eiben and Zs. Ruttkay. Self-adaptivity
    for constraint satisfaction: Learning penalty functions
    . In Proceedings
    of the 3rd IEEE Conference on Evolutionary Computation
    , pages 258-261.
    IEEE Service Center, 1996.
  • A.E. Eiben and C.A. Schippers. The advantage
    of sex in simulated evolution
    . In L.C. van der Gaag and J.-J. Ch.
    Meyer, editors, Proceedings of the 8th Dutch AI Conference, pages
    97-108, 1996.
  • A.E. Eiben and C.A. Schippers.Multi-parent’s niche:
    n-ary crossovers on NK-landscapes
    . In H.-M. Voigt, W. Ebeling, I.
    Rechenberg, and H.-P. Schwefel, editors, Proceedings of the 4th
    Conference on Parallel Problem Solving from Nature
    , number 1141 in
    LNCS, pages 319-328. Springer, Berlin, 1996.
  • A. Jánossy, Á. Kurucz, and A.E. Eiben. Combining
    algebraizable logics
    . Notre Dame Journal of Formal Logic,
    37(2):366-380, 1996.

1995

  • A.E. Eiben, E.H.L. Aarts, K.M. van Hee, and
    W.P.M. Nuijten. A unifying view on heuristic search. Annals of
    Operations Research
    , 55:81-99, 1995.
  • A.E. Eiben, C.H.M. van Kemenade, and J.N. Kok. Orgy in the computer:
    Multi-parent reproduction in genetic algorithms
    . In F. Moran, A.
    Moreno, J.J. Merelo, and P. Chacon, editors, Proceedings of the 3rd
    European Conference on Artificial Life
    , number 929 in LNAI, pages
    934-945. Springer-Verlag, 1995.
  • A.E. Eiben, P.-E. Raué, and Zs. Ruttkay. Constrained
    problems
    . In L. Chambers, editor, Practical Handbook of Genetic
    Algorithms
    , pages 307-365. CRC Press, 1995.
  • A.E. Eiben, P.-E. Raué, and Zs. Ruttkay. GA-easy
    and GA-hard constraint satisfaction problems
    . In M. Meyer, editor, Proceedings
    of the ECAI-94 Workshop on Constraint Processing
    , number 923 in LNCS,
    pages 267-284. Springer-Verlag, 1995.
  • Zs. Ruttkay, A.E. Eiben, and P.-E. Raué. Improving
    the performance of genetic algorithms on GA-hard constraint satisfaction
    problems
    . In the Workshop on Solving Hard CSP Problems, Constraint
    Programming’95 Conference, Cassis, France
    , pages 157-171, 1995.
  • C. Soares, A.E. Eiben, and J.N. Kok. Comparison
    of representations for the enhanced job-shop scheduling problem
    . In
    J.T. Alander, editor, Proceedings of the 1st Nordic Workshop on Genetic
    Algorithms and their Applications
    , pages 173-188. University of Vaasa,
    1995.
  • C.H.M. van Kemenade, J.N. Kok, and A.E. Eiben. Raising
    GA performance by simultaneous tuning of selective pressure and recombination
    disruptiveness
    . In Proceedings of the 2nd IEEE Conference on
    Evolutionary Computation
    , pages 346-351. IEEE Service Center, 1995.
  • K.M. van Kemenade and A.E. Eiben. Multi-parent
    recombination to overcome premature convergence in genetic algorithms
    .
    In J.C. Bioch and Y.-H. Tan, editors, Proceedings of the 7th Dutch
    Conference on Artificial Intelligence
    , pages 137-146. Erasmus
    University Press, 1995.

1994

  • A.E. Eiben and L. Hartsuiker, Resource
    allocation by genetic algorithms
    , In H.-J. Zimmermann, editor, Proceedings
    of the 2nd European Congress on Intelligent Techniques and Soft Computing
    ,
    pages 1679-1682, Verlag Mainz, Aachen, 1994.
  • A.E. Eiben, P-E. Raué, and Zs. Ruttkay, Genetic algorithms with
    multi-parent recombination
    ,
    In Y. Davidor, H.-P. Schwefel, and R.
    Männer, editors, Proceedings of the 3rd Conference on Parallel Problem
    Solving from Nature
    , number 866 in LNCS, pages 78-87, Springer-Verlag,
    1994.
  • A.E. Eiben, P.-E. Raué, and Zs. Ruttkay, Repairing,
    adding constraints and learning as a means of improving GA performance on
    CSPs
    , In J.C. Bioch and S.H. Nienhuiys-Cheng, editors, Proceedings
    of the 4th Belgian-Dutch Conference on Machine Learning
    , number 94-05
    in EUR-CS, pages 112-123, Erasmus University Press, 1994.
  • A.E. Eiben, P-E. Raué, and Zs. Ruttkay, Solving
    constraint satisfaction problems using genetic algorithms
    , In Proceedings
    of the 1st IEEE Conference on Evolutionary Computation
    , pages 542-547,
    IEEE Press, 1994.

1989-1993

  • E.H.L. Aarts, A.E. Eiben, and
    K.M. van Hee. A general theory of genetic agorithms. Technical
    Report 89/08, Eindhoven University of Technology, 1989.
  • A.E. Eiben, Modeling
    planning problems
    , In J. Demetrovics and B. Thalheim, editors, Mathematical
    Fundamentals of Database Systems
    , number 364 in LNCS, pages 172-186,
    Springer-Verlag, 1989.
  • A.E. Eiben, A Method for
    Designing Decision Support Systems for Operational Planning
    , Ph.D
    Thesis, Eindhoven University of Technology, 1991.
  • A.E. Eiben, Search based planning
    for decision support
    , In A.J.M. Beulens and H.J. Sebastian, editors, Optimization-Based
    Computer-Aided Modelling and Design
    , pages 38-47, Springer-Verlag,
    1992.
  • A.E. Eiben, E.H.L. Aarts, and
    K.M. van Hee, Global
    convergence of genetic algorithms: A Markov chain analysis
    , In H.-P. Schwefel and R. Männer, editors, Proceedings of the 1st
    Conference on Parallel Problem Solving from Nature
    (PPSN I),

    number 496 in LNCS, pages 4-12, Springer-Verlag, 1991.
  • A.E. Eiben and M. Gerrets, Genetic
    algorithms: Powerful technique or hype?
    In Proceedings of the ’93
    Dutch Conference for Knowledge Technology
    , pages 255-259, Ten Hagen en
    Stam Publishers, 1993. in Dutch.
  • A.E. Eiben, P-E. Raué, and Zs.
    Ruttkay, Heuristic genetic algorithms for constrained problems, In
    J.M. Akkermans and J.A. Breuker, editors, Proceedings of the 6th Dutch
    Conference on Artificial Intelligence
    , pages 241-252, Publishing ECN,
    Putten, 1993.
  • A.E. Eiben and R.V. Schuwer, Knowledge-based
    systems: a formal model
    , In H.J. van den Herik and N.J.I. Mars,
    editors, Proceedings of the 3rd Dutch Conference on Artificial
    Intelligence
    , pages 81-92, Stichting Informatica Congressen, 1990. in
    Dutch.
  • A.E. Eiben and K.M. van Hee, Knowledge
    representation and search methods for decision support systems
    , In M.
    Schader and W. Gaul, editors, Data, Expert Knowldege and Decisions,
    volume F 61 of NATO ASI Series, pages 247-258, Springer-Verlag,
    1990.