Evolutionary Computation: Past, Present and Future

SUN Rui-Xiang and QU Liang-Sheng

Institute of Diagnostics and Cybernetics (IDC), Xian Jiaotong University

Resources related to Evolutionary Computation


  1. J.H.HollanAdaptation in Natural and Artificial Systems, Ann Arbor: Univ. of Michigan Press, 1975

  2. D.E.GoldberGenetic Algorithms in Search, Optimization and Machine Learning. Reading, MA: Addison-Wesley, 1989

  3. Z.MichalewicGenetic Algorithms + Data Structures = Evolution Programs, Spinger Press, 1996

  4. M.Gen,R.ChenGenetic Algorithms & Engineering Design, 1997

  5. B.Raton: Practical Handbook of Genetic Algorithms: New Frontiers, CRC Press,1997

  6. B. Thomas: Evolutionary Algorithms in Theory and Practice: Evolution Strategies, Evolutionary Programming, Genetic Algorithms, Oxford University Press, 1996

  7. K.F.Man: Genetic Algorithms for Control and Signal Processing, Springer,1997

  8. F.Herrera, J.Verdegay eds.: Genetic Algorithms and Soft Computing, Physica-Verlag,1996

  9. Furuhashi, Takeshi, eds.: Advances in Fuzzy Logic, Neural Networks, and Genetic Algorithms, Springer, 1995

  10. Z.Michalewicz ed.: Evolutionary Algorithms in Engineering Applications, Spinger,1997

  11. R.L.Haupt, S.E.Haupt: Practical Genetic Algorithms, Wiley,1997

  12. Dawid, Herbert: Adaptive Learning by Genetic Algorithms: Analytical Results and Applications to Economic Models, Springer, 1996

  13. B.P.Buckles,F.E.Petry: Genetic Algorithms, IEEE Computer Society Press,1992


  1. IEEE Transactions on Evolutionary Computation

  2. Evolutionary Computation

  3. D.B.Fogel and L.J.Fogel, eds.: Special Issue on Evolutionary Computation, IEEE Transactions on Neural Networks, Vol.5, No.1, 1-148, 1994

  4. Z.Michalewicz ed.: Special Issue on Evolutionary Computation, Statistics and Computing, Vol.4,No.2,1994

  5. S.J.Raff ed.: Special Issue on Genetic Algorithms, International Journal of Computers and Operations Research, Vol.22, No.1,1995

  6. M.Gen, G.S.Wasserman, and A.E.Simth eds.: Special Issue on Genetic Algorithms and Industrial Engineering, International Journal of Computer & Industrial Engineering, Vol.30, No.4, 1996

International Conferences

  1. ICGA International Conference on Genetic Algorithms

  2. PPSN International Conference on Parallel Problem Solving from Nature

  3. ICEC IEEE International Conference on Evolutionary Computations

  4. ANN&GA International Conference on Artificial Neural Nets & Genetic Algorithms

  5. EP Annual Conference on Evolutionary Programming

  6. FOGA Workshop on Foundation of Genetic Algorithms

  7. COGANN International Workshop on Combinations of Genetic Algorithms

  8. EC AISB Workshop on Evolutionay Computing

  9. SEAL The Asia-Pacific Conference on Simulated Evolution And Learning