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Volumn 5199 LNCS, Issue , 2008, Pages 358-367

How a generative encoding fares as problem-regularity decreases

Author keywords

ANN; Evolution; HyperNEAT; Modularity; NEAT; Regularity

Indexed keywords

ENCODING (SYMBOLS); NEURAL NETWORKS;

EID: 56449119628     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-87700-4_36     Document Type: Conference Paper
Times cited : (19)

References (12)
  • 1
    • 0036985854 scopus 로고    scopus 로고
    • Creating High-Level Components with a Generative Representation for Body-Brain Evolution
    • Hornby, G.S., Pollack, J.B.: Creating High-Level Components with a Generative Representation for Body-Brain Evolution. Artificial Life 8(3), 223-246 (2002)
    • (2002) Artificial Life , vol.8 , Issue.3 , pp. 223-246
    • Hornby, G.S.1    Pollack, J.B.2
  • 2
    • 34548105707 scopus 로고    scopus 로고
    • D'Ambrosio, D.B., Stanley, K.O.: A novel generative encoding for exploiting neural network sensor and output geometry. In: Whitley, D., Goldber, D., Cantu-Paz, E., Spector, L., Parmee, I., Beyer, H.-G. (eds.) GECCO 2007, pp. 974-981. ACM Press, New York (2007)
    • D'Ambrosio, D.B., Stanley, K.O.: A novel generative encoding for exploiting neural network sensor and output geometry. In: Whitley, D., Goldber, D., Cantu-Paz, E., Spector, L., Parmee, I., Beyer, H.-G. (eds.) GECCO 2007, pp. 974-981. ACM Press, New York (2007)
  • 3
    • 34548086552 scopus 로고    scopus 로고
    • Gauci, J.J., Stanley, K.O.: Generating Large-Scale Neural Networks Through Discovering Geometric Regularities. In: Whitley, D., Goldber, D., Cantu-Paz, E., Spector, L., Parmee, I., Beyer, H.-G. (eds.) GECCO 2007, pp. 997-1004. ACM Press, New York (2007)
    • Gauci, J.J., Stanley, K.O.: Generating Large-Scale Neural Networks Through Discovering Geometric Regularities. In: Whitley, D., Goldber, D., Cantu-Paz, E., Spector, L., Parmee, I., Beyer, H.-G. (eds.) GECCO 2007, pp. 997-1004. ACM Press, New York (2007)
  • 4
    • 84921761078 scopus 로고
    • Genetic Synthesis of Boolean Neural Networks with a Cell Rewriting Developmental Process. International Workshop on Combinations of Genetic Algorithms and Neural
    • Gruau, F.: Genetic Synthesis of Boolean Neural Networks with a Cell Rewriting Developmental Process. International Workshop on Combinations of Genetic Algorithms and Neural Networks 6, 55-74 (1992)
    • (1992) Networks , vol.6 , pp. 55-74
    • Gruau, F.1
  • 5
    • 0012329219 scopus 로고    scopus 로고
    • A Comparison Between Cellular Encoding and Direct Encoding for Genetic Neural Networks
    • MIT Press, Cambridge
    • Gruau, F., Whitley, D., Pyeatt, L.: A Comparison Between Cellular Encoding and Direct Encoding for Genetic Neural Networks. In: Proc. 1st Ann. Conf. on Genetic Programming 1996, pp. 81-89. MIT Press, Cambridge (1996)
    • (1996) Proc. 1st Ann. Conf. on Genetic Programming , pp. 81-89
    • Gruau, F.1    Whitley, D.2    Pyeatt, L.3
  • 6
    • 0041783883 scopus 로고    scopus 로고
    • A Taxonomy for Artificial Embryogeny
    • Stanley, K.O., Miikkulainen, R.: A Taxonomy for Artificial Embryogeny. Artificial Life 9(2), 93-130 (2003)
    • (2003) Artificial Life , vol.9 , Issue.2 , pp. 93-130
    • Stanley, K.O.1    Miikkulainen, R.2
  • 7
    • 34548100616 scopus 로고    scopus 로고
    • Reisinger, J., Miikkulainen, R.: Acquiring Evolvability Through Adaptive Representations. In: Whitley, D., Goldber, D., Cantu-Paz, E., Spector, L., Parmee, I., Beyer, H.-G. (eds.) GECCO 2007, pp. 1045-1052. ACM Press, New York (2007)
    • Reisinger, J., Miikkulainen, R.: Acquiring Evolvability Through Adaptive Representations. In: Whitley, D., Goldber, D., Cantu-Paz, E., Spector, L., Parmee, I., Beyer, H.-G. (eds.) GECCO 2007, pp. 1045-1052. ACM Press, New York (2007)
  • 10
    • 2942617034 scopus 로고    scopus 로고
    • Has the Yo-Yo Stopped? An Assessment of Human Protein-Coding Gene Number
    • Southan, C: Has the Yo-Yo Stopped? An Assessment of Human Protein-Coding Gene Number. Proteomics 4(6), 1712-1726 (2004)
    • (2004) Proteomics , vol.4 , Issue.6 , pp. 1712-1726
    • Southan, C.1
  • 11
    • 0036594106 scopus 로고    scopus 로고
    • Evolving Neural Networks Through Augmenting Topologies
    • Stanley, K.O., Miikkulainen, R.: Evolving Neural Networks Through Augmenting Topologies. Evolutionary Computation 10(2), 99-127 (2002)
    • (2002) Evolutionary Computation , vol.10 , Issue.2 , pp. 99-127
    • Stanley, K.O.1    Miikkulainen, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.