메뉴 건너뛰기




Volumn 4971 LNCS, Issue , 2008, Pages 110-121

Operator equalisation and bloat free GP

Author keywords

Bloat; Genetic programming; Operator equalisation; Program length; Search

Indexed keywords

COMPUTER GRAPHICS; COMPUTER PROGRAMMING; GENETIC ALGORITHMS; GENETIC PROGRAMMING; SOLUTIONS; WEIGHT CONTROL;

EID: 47249113070     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-78671-9_10     Document Type: Conference Paper
Times cited : (51)

References (18)
  • 2
    • 0031673738 scopus 로고    scopus 로고
    • Removal bias: A new cause of code growth in tree based evolutionary programming
    • 5-9 May, pp, IEEE Press, Los Alamitos
    • Soule, T., Foster, J.A.: Removal bias: a new cause of code growth in tree based evolutionary programming. In: 1998 IEEE International Conference on Evolutionary Computation, 5-9 May, pp. 781-786. IEEE Press, Los Alamitos (1998)
    • (1998) 1998 IEEE International Conference on Evolutionary Computation , pp. 781-786
    • Soule, T.1    Foster, J.A.2
  • 3
    • 0013096176 scopus 로고    scopus 로고
    • The evolution of size and shape
    • Spector, L, Langdon, W.B, O'Reilly, U.-M, Angeline, P.J, eds, 8, pp, MIT Press, Cambridge
    • Langdon, W.B., Soule, T., Poli, R., Foster, J.A.: The evolution of size and shape. In: Spector, L., Langdon, W.B., O'Reilly, U.-M., Angeline, P.J. (eds.) Advances in Genetic Programming 3, vol. 8, pp. 163-190. MIT Press, Cambridge (1999)
    • (1999) Advances in Genetic Programming , vol.3 , pp. 163-190
    • Langdon, W.B.1    Soule, T.2    Poli, R.3    Foster, J.A.4
  • 4
    • 34548102993 scopus 로고    scopus 로고
    • 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, 7-11 July, 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, 7-11 July, vol. 2, pp. 1588-1595. ACM Press, New York (2007)
  • 5
    • 0032241894 scopus 로고    scopus 로고
    • Effects of code growth and parsimony pressure on populations in genetic programming
    • Soule, T., Foster, J.A.: Effects of code growth and parsimony pressure on populations in genetic programming. Evolutionary Computation 6(4), 293-309 (1998)
    • (1998) Evolutionary Computation , vol.6 , Issue.4 , pp. 293-309
    • Soule, T.1    Foster, J.A.2
  • 6
    • 33750594458 scopus 로고    scopus 로고
    • A comparison of bloat control methods for genetic programming
    • Luke, S., Panait, L.: A comparison of bloat control methods for genetic programming. Evolutionary Computation 14(3), 309-344 (2006)
    • (2006) Evolutionary Computation , vol.14 , Issue.3 , pp. 309-344
    • Luke, S.1    Panait, L.2
  • 7
    • 0003031249 scopus 로고    scopus 로고
    • Size fair and homologous tree genetic programming crossovers
    • Langdon, W.B.: Size fair and homologous tree genetic programming crossovers. Genetic Programming and Evolvable Machines 1(1/2), 95-119 (2000)
    • (2000) Genetic Programming and Evolvable Machines , vol.1 , Issue.1-2 , pp. 95-119
    • Langdon, W.B.1
  • 8
    • 26444448307 scopus 로고    scopus 로고
    • Size control via size fair genetic operators in the PushGP genetic programming system
    • Langdon, W.B, Cantú-Paz, E, Mathias, K, Roy, R, Davis, D, Poli, R, Balakrishnan, K, Honavar, V, Rudolph, G, Wegener, J, Bull, L, Potter, M.A, Schultz, A.C, Miller, J.F, Burke, E, Jonoska, N, eds, 9-13 July, pp, Morgan Kaufmann Publishers, San Francisco
    • Crawford-Marks, R., Spector, L.: Size control via size fair genetic operators in the PushGP genetic programming system. In: Langdon, W.B., Cantú-Paz, E., Mathias, K., Roy, R., Davis, D., Poli, R., Balakrishnan, K., Honavar, V., Rudolph, G., Wegener, J., Bull, L., Potter, M.A., Schultz, A.C., Miller, J.F., Burke, E., Jonoska, N. (eds.) GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 9-13 July, pp. 733-739. Morgan Kaufmann Publishers, San Francisco (2002)
    • (2002) GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference , pp. 733-739
    • Crawford-Marks, R.1    Spector, L.2
  • 9
    • 35248859170 scopus 로고    scopus 로고
    • Poli, R.: A simple but theoretically-motivated method to control bloat in genetic programming. In: Ryan, C., Soule, T., Keijzer, M., Tsang, E.P.K., Poli, R., Costa, E. (eds.) EuroGP 2003. LNCS, 2610, pp. 204-217. Springer, Heidelberg (2003)
    • Poli, R.: A simple but theoretically-motivated method to control bloat in genetic programming. In: Ryan, C., Soule, T., Keijzer, M., Tsang, E.P.K., Poli, R., Costa, E. (eds.) EuroGP 2003. LNCS, vol. 2610, pp. 204-217. Springer, Heidelberg (2003)
  • 10
    • 0001516959 scopus 로고
    • Evolving optimal neural networks using genetic algorithms with Occam's razor
    • Zhang, B.-T., Mühlenbein, H.: Evolving optimal neural networks using genetic algorithms with Occam's razor. Complex Systems 7, 199-220 (1993)
    • (1993) Complex Systems , vol.7 , pp. 199-220
    • Zhang, B.-T.1    Mühlenbein, H.2
  • 11
    • 0002796467 scopus 로고
    • Balancing accuracy and parsimony in genetic programming
    • Zhang, B.-T., Mühlenbein, H.: Balancing accuracy and parsimony in genetic programming. Evolutionary Computation 3(1), 17-38 (1995)
    • (1995) Evolutionary Computation , vol.3 , Issue.1 , pp. 17-38
    • Zhang, B.-T.1    Mühlenbein, H.2
  • 14
    • 84937428414 scopus 로고    scopus 로고
    • Poli, R., McPhee, N.F.: Exact schema theorems for GP with one-point and standard crossover operating on linear structures and their application to the study of the evolution of size. In: Miller, J., Tomassini, M., Lanzi, P.L., Ryan, C., Tetamanzi, A.G.B., Langdon, W.B. (eds.) EuroGP 2001. LNCS, 2038, Springer, Heidelberg (2001)
    • Poli, R., McPhee, N.F.: Exact schema theorems for GP with one-point and standard crossover operating on linear structures and their application to the study of the evolution of size. In: Miller, J., Tomassini, M., Lanzi, P.L., Ryan, C., Tetamanzi, A.G.B., Langdon, W.B. (eds.) EuroGP 2001. LNCS, vol. 2038, Springer, Heidelberg (2001)
  • 15
    • 34548091371 scopus 로고    scopus 로고
    • 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, 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, Springer, Heidelberg (2007)
  • 18
    • 84958986849 scopus 로고    scopus 로고
    • Iba, H.: Random tree generation for genetic programming. In: Ebeling, W., Rechenberg, I., Voigt, H.-M., Schwefel, H.-P. (eds.) PPSN 1996. LNCS, 1141, pp. 144-153. Springer, Heidelberg (1996)
    • Iba, H.: Random tree generation for genetic programming. In: Ebeling, W., Rechenberg, I., Voigt, H.-M., Schwefel, H.-P. (eds.) PPSN 1996. LNCS, vol. 1141, pp. 144-153. Springer, Heidelberg (1996)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.