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Volumn 4971 LNCS, Issue , 2008, Pages 158-169

Crossover, sampling, bloat and the harmful effects of size limits

Author keywords

Bloat; Crossover; Genetic Programming; Program length; Sampling; Search; Theory

Indexed keywords

COMPUTER PROGRAMMING; GENETIC ALGORITHMS; GENETIC PROGRAMMING; KETONES; SAMPLING; STANDARDS;

EID: 47249144386     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-78671-9_14     Document Type: Conference Paper
Times cited : (30)

References (9)
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    • Crane, E.F., McPhee, N.F.: The effects of size and depth limits on tree based genetic programming. In: Yu, T., Riolo, R.L., Worzel, B. (eds.) Genetic Programming Theory and Practice III, Ann Arbor, May 12-14. Genetic Programming, ch. 9, pp. 223-240. Springer, Heidelberg (2005)
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    • Dignum, S., Poli, R.: Generalisation of the limiting distribution of program sizes in tree-based genetic programming and analysis of its effects on bloat. In: Thierens, D., Beyer, H.-G., Bongard, J., Branke, J., Clark, J.A., Cliff, D., Congdon, C.B., Deb, K., Doerr, B., Kovacs, T., Kumar, S., Miller, J.F., Moore, J., Neumann, F., Pelikan, M., Poli, R., Sastry, K., Stanley, K.O., Stutzle, T., Watson, R.A., Wegener, I. (eds.) GECCO 2007: Proceedings of the 9th annual conference on Genetic and evolutionary computation, London, July 7-11, 2, pp. 1588-1595. ACM Press, New York (2007)
    • Dignum, S., Poli, R.: Generalisation of the limiting distribution of program sizes in tree-based genetic programming and analysis of its effects on bloat. In: Thierens, D., Beyer, H.-G., Bongard, J., Branke, J., Clark, J.A., Cliff, D., Congdon, C.B., Deb, K., Doerr, B., Kovacs, T., Kumar, S., Miller, J.F., Moore, J., Neumann, F., Pelikan, M., Poli, R., Sastry, K., Stanley, K.O., Stutzle, T., Watson, R.A., Wegener, I. (eds.) GECCO 2007: Proceedings of the 9th annual conference on Genetic and evolutionary computation, London, July 7-11, vol. 2, pp. 1588-1595. ACM Press, New York (2007)
  • 4
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    • Langdon, W.B.: How many good programs are there? How long are they? In: De Jong, K.A., Poli, R., Rowe, J.E. (eds.) Foundations of Genetic Algorithms VII, Torremolinos, Spain, Sepember 4-6 2002, pp. 183-202. Morgan Kaufmann, San Francisco (published, 2003)
    • Langdon, W.B.: How many good programs are there? How long are they? In: De Jong, K.A., Poli, R., Rowe, J.E. (eds.) Foundations of Genetic Algorithms VII, Torremolinos, Spain, Sepember 4-6 2002, pp. 183-202. Morgan Kaufmann, San Francisco (published, 2003)
  • 5
    • 21344455321 scopus 로고    scopus 로고
    • Convergence of program fitness landscapes
    • Cantú-Paz, E, Foster, J.A, Deb, K, Davis, L, Roy, R, O'Reilly, U.-M, Beyer, H.-G, Kendall, G, Wilson, S.W, Harman, M, Wegener, J, Dasgupta, D, Potter, M.A, Schultz, A, Dowsland, K.A, Jonoska, N, Miller, J, Standish, R.K, eds, GECCO 2003, Springer, Heidelberg
    • Langdon, W.B.: Convergence of program fitness landscapes. In: Cantú-Paz, E., Foster, J.A., Deb, K., Davis, L., Roy, R., O'Reilly, U.-M., Beyer, H.-G., Kendall, G., Wilson, S.W., Harman, M., Wegener, J., Dasgupta, D., Potter, M.A., Schultz, A., Dowsland, K.A., Jonoska, N., Miller, J., Standish, R.K. (eds.) GECCO 2003. LNCS, vol. 2724, pp. 1702-1714. Springer, Heidelberg (2003)
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    • Langdon, W.B.1
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    • Two fast tree-creation algorithms for genetic programming
    • Luke, S.: Two fast tree-creation algorithms for genetic programming. IEEE Transactions on Evolutionary Computation 4(3), 274-283 (2000)
    • (2000) IEEE Transactions on Evolutionary Computation , vol.4 , Issue.3 , pp. 274-283
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    • Poli, R., Langdon, W.B., Dignum, S.: On the limiting distribution of program sizes in tree-based genetic programming. In: Ebner, M., O'Neill, M., Ekárt, A., Vanneschi, L., Esparcia-Alcázar, A.I. (eds.) EuroGP 2007. LNCS, 4445, pp. 193-204. Springer, Heidelberg (2007)
    • Poli, R., Langdon, W.B., Dignum, S.: On the limiting distribution of program sizes in tree-based genetic programming. In: Ebner, M., O'Neill, M., Ekárt, A., Vanneschi, L., Esparcia-Alcázar, A.I. (eds.) EuroGP 2007. LNCS, vol. 4445, pp. 193-204. Springer, Heidelberg (2007)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.