An adaptive differential evolution algorithm with opposition-based mechanisms, applied to the tuning of a chess program

Studies in Computational Intelligence

Volumn 143, Issue , 2008, Pages 287-298

  Bošković, Borko ^a   Greiner, Sašo ^a   Brest, Janez ^a   Zamuda, Aleš ^a   Žumer, Viljem ^a  

^a UNIVERSITY OF MARIBOR   (Slovenia)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 51649117859     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-540-68830-3_12     Document Type: Article

References (17)

1. Baxter, J., Tridgell, A., Weaver, L.: Experiments in Parameter Learning Using Temporal Differences. International Computer Chess Association Journal 21(2), 84-99 (1998)
2. Baxter, J., Tridgell, A., Weaver, L.: Learning to Play Chess Using Temporal Differences. Machine Learning 40(3), 243-263 (2000)
3. Bošković, B., Greiner, S., Brest, J., Žumer, V.: The Representation of Chess Game. In: Proceedings of the 27th International Conference on Information Technology Interfaces, pp. 381-386 (2005)
4. Bošković, B., Greiner, S., Brest, J., Žumer, V.: A Differential Evolution for the Tuning of a Chess Evaluation Function. In: CEC 2006: International Conference on Evolutionary Computation, Vancouver, Canada, July 2006, pp. 6742-6747. IEEE, Los Alamitos (2006)
5. Brest, J., Greiner, S., Bošković, B., Mernik, M., Žumer, V.: Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems. IEEE Transactions on Evolutionary Computation 10(6), 646-657 (2006)
6. Chisholm, K.: Co-evolving Draughts Strategies with Differential Evolution, ch. 9, pp. 147-158. McGraw-Hill, London (1999)
7. Fogel, D.B., Hays, T.J., Hahn, S.L., Quon, J.: A Self-Learning Evolutionary Chess Program. Proceedings of the IEEE 92(12), 1947-1954 (2004)
8. Kendall, G., Whitwell, G.: An Evolutionary Approach for the Tuning of a Chess Evaluation Function Using Population Dynamics. In: Proceedings of the 2001 Congress on Evolutionary Computation CEC 2001, COEX, World Trade Center, 159 Samseong-dong, Gangnam-gu, Seoul, Korea, pp. 995-1002. IEEE Press, Los Alamitos (2001)
9. Price, K., Storn, R.: Differential Evolution: A Simple Evolution Strategy for Fast Optimization. Dr. Dobb's Journal of Software Tools 22(4), 18-24 (1997)
10. Price, K.V., Storn, R.M., Lampinen, J.A.: Differential Evolution, A Practical Approach to Global Optimization. Springer, Heidelberg (2005)
11. Rahnamayan, S., Tizhoosh, H.R., Salama, M.M.: Opposition-Based Differential Evolution Algorithms. In: CEC 2006: International Conference on Evolutionary Computation, Vancouver, Canada, July 2006, pp. 7363-7370. IEEE, Los Alamitos (2006)
12. Rahnamayan, S., Tizhoosh, H.R., Salama, M.M.A.: Opposition-based differential evolution. IEEE Transactions on Evolutionary Computation 12(1) (2008)
13. Samuel, A.L.: Some studies in machine learning using the game of checkers. IBM Journal of Research and Development (3), 211-229 (1995)
14. Shannon, C.: Programming a computer for playing chess. Philosophical Magazine 41(4), 256 (1950)
15. Storn, R., Price, K.: Differential Evolution - a simple and efficient adaptive scheme for global optimization over continuous spaces. Technical Report TR-95-012, Berkeley, CA (1995)
16. Storn, R., Price, K.: Differential Evolution - A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces. Journal of Global Optimization 11, 341-359 (1997)
17. Thrun, S.: Learning To Play the Game of Chess. In: Tesauro, G., Touretzky, D., Leen, T. (eds.) Advances in Neural Information Processing Systems 7, pp. 1069-1076. The MIT Press, Cambridge (1995)