Behavioral diversity, choices and noise in the iterated prisoner's dilemma

IEEE Transactions on Evolutionary Computation

Volumn 9, Issue 6, 2005, Pages 540-551

  Chong, Siang Y ^a   Yao, Xin ^a  

^a UNIVERSITY OF BIRMINGHAM   (United Kingdom)

Author keywords

Behavioral diversity; Coevolution; Coevolutionary learning; Evolutionary computation; Iterated prisoner's dilemma (IPD); Representation

Indexed keywords

GAME THEORY; ITERATIVE METHODS; LEARNING SYSTEMS; MATHEMATICAL MODELS; MATRIX ALGEBRA; SPURIOUS SIGNAL NOISE;

BEHAVIORAL DIVERSITY; COEVOLUTION; COEVOLUTIONARY LEARNING; ITERATED PRISONER DILEMMA (IPD);

EVOLUTIONARY ALGORITHMS;

EID: 29244451433     PISSN: 1089778X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TEVC.2005.856200     Document Type: Article

References (31)

1. R. Axelrod, The Evolution of Cooperation New York, 1984. Basic Books.
2. R. Axelrod, "More effective choice in the prisoner's dilemma," J. Conflict Resolution, vol. 24, no. 3, pp. 379-403, Sep. 1980.
3. R. Axelrod, "Effective choice in the prisoner's dilemma," J. Conflict Resolution, vol. 24, no. 1, pp. 3-25, Mar. 1980.
4. R. Axelrod, "The evolution of strategies in the iterated prisoner's dilemma," in Genetic Algorithms and Simulated Annealing, L. D. Davis, Ed. San Mateo, CA: Morgan Kaufmann, 1987, ch. ch. 3, pp. 32-41.
5. D. B. Fogel, "The evolution of intelligent decision making in gaming," Int. J. Cybern. Syst., vol. 22, pp. 223-236, 1991.
6. D. B. Fogel, "Evolving behaviors in the iterated prisoner's dilemma," Evol. Comput., vol. 1, no. 1, pp. 77-97, 1993.
7. D. B. Fogel, "On the relationship between the duration of an encounter and the evolution of cooperation in the iterated prisoner's dilemma," Evol. Comput., vol. 3, no. 3, pp. 349-363, 1996.
8. P. Darwen and X. Yao, "On evolving robust strategies for iterated prisoner's dilemma," in Progress in Evolutionary Computation, ser. Lecture Notes in Artificial Intelligence, 1995, vol. 956, pp. 276-292.
9. J. Batali and P. Kitcher, "Evolution of altruism in optional and compulsory games," J. Theor. Bio., vol. 175, pp. 161-171, 1995.
10. P. G. Harrald and D. B. Fogel, "Evolving continuous behaviors in the iterated prisoner's dilemma," BioSystems (Special Issue on the Prisoner's Dilemma), vol. 37, pp. 135-145, 1996.
11. P. Darwen and X. Yao, "Does extra genetic diversity maintain escalation in a co-evolutionary arms race," Int. J. Knowl. Based Intell. Eng. Syst., vol. 4, no. 3, pp. 191-200, Jul. 2000.
12. P. Darwen and X. Yao, "Why more choices cause less cooperation in iterated prisoner's dilemma," in Proc. 2001 Congr. Evol. Comput., 2001, pp. 987-994.
13. P. Darwen and X. Yao, "Co-evolution in iterated prisoner's dilemma with intermediate levels of cooperation: Application to missile defense," Int. J. Comput. Intell. Appl., vol. 2, no.. 1, pp. 83-107, 2002.
14. P. Molander, "The optimal level of generosity in a selfish, uncertain environment," J. Conflict Resolution, vol. 29, no. 4, pp. 611-618, 1985.
15. R. Axelrod and D. Dion, "The further evolution of cooperation," Science, vol. 242, no. 4884, pp. 1385-1390, 1988.
16. J. Wu and R. Axelrod, "How to cope with noise in the iterated prisoner's dilemma," J. Conflict Resolution, vol. 39, no. 1, pp. 183-189, 1995.
17. J. Bendor, R. M. Kramer, and S. Stout, "When in doubt... cooperation in a noisy prisoner's dilemma," J. Conflict Resolution, vol. 35, no. 4, pp. 691-719, 1991.
18. D. B. Neill, "Optimality under noise: Higher memory strategies for the alternating prisoner's dilemma," J. Theor. Bio., vol. 211, no. 2, pp. 159-180, 2001.
19. B. Sainty, "Achieving greater cooperation in a noisy prisoner's dilemma: An experimental investigation," J. Econ. Behav. Org., vol. 39, no. 4, pp. 421-435, 1999.
20. B. A. Julstrom, "Effects of contest length and noise on reciprocal altruism, cooperation, and payoffs in the iterated prisoner's dilemma," in Proc. 7th Int. Conf. Genetic Algorithms, 1997, pp. 386-392.
21. L. M. Wahl and M. A. Nowak, "The continuous prisoner's dilemma: I. Linear reactive strategies," J. Theor. Bio., vol. 200, no. 3, pp. 307-321, 1999.
22. L. M. Wahl and M. A. Nowak, "The continuous prisoner's dilemma: II. Linear reactive strategies with noise," J. Theor. Bio., vol. 200, no. 3, pp. 323-338, 1999.
23. X. Yao and P. Darwen, "How important is your reputation in a multiagent environment," in Proc. 1999 Conf. Systems, Man. Cybern., 1999, pp.575-580.
24. S. Y. Chong and X. Yao, "The impact of noise on iterated prisoner's dilemma with multiple levels of cooperation," in Proc. Congr. Evol. Comput., 2004, pp. 348-355.
25. E. A. Stanley, D. Ashlock, and M. D. Smucker, "Prisoner's dilemma with choice and refusal of partners: Evolutionary results," in Proc. 3d Eur. Conf. Adv. Artif. Life, 1995, pp. 490-502.
26. X. Yao, "Evolving artificial neural networks," in Proc. IEEE, vol. 87, Sep. 1999, pp. 1423-1447.
27. X. Yao, Y. Liu, and G. Lin, "Evolutionary programming made faster," IEEE Trans. Evol. Comput., vol. 3, no. 2, pp. 82-102, Jul. 1999.
28. D. B. Fogel, "An introduction to simulated evolutionary optimization," IEEE Trans. Neural Netw., vol. 5, no. 1, pp. 3-14, Jan. 1994.
29. W. Atmar, "Notes on the simulation of evolution," IEEE Trans. Neural Netw., vol. 5, no. 1, pp. 130-147, Jan. 1994.
30. X. Yao, "Introduction," Informatica (Special Issue on Evolutionary Computation), vol. 18, pp. 375-376, 1994.
31. J. M. Mcnamara, Z. Barta, and A. I. Houston, "Variation in behavior promotes cooperation in the prisoner's dilemma," Nature, vol. 428, pp. 745-748, 2004.