메뉴 건너뛰기




Volumn , Issue , 2011, Pages 965-972

Critical factors in the performance of novelty search

Author keywords

Evolutionary computation; Neural networks; Neuroevolution; Novelty search; Problem of deception

Indexed keywords

CRITICAL FACTORS; FITNESS FUNCTIONS; GLOBALOPTIMUM; NEUROEVOLUTION; NOVELTY SEARCH; PROBLEM OF DECEPTION; SEARCH PROCESS;

EID: 84860417454     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2001576.2001708     Document Type: Conference Paper
Times cited : (38)

References (22)
  • 1
    • 84958949201 scopus 로고    scopus 로고
    • Every Niching Method has its Niche: Fitness Sharing and Implicit Sharing Compared
    • Parallel Problem Solving from Nature - PPSN IV
    • P. Darwen and X. Yao. Every niching method has its niche: Fitness sharing and implicit sharing compared. In PPSN IV, volume 1141, pages 398-407, 1996. (Pubitemid 126128328)
    • (1996) Lecture Notes in Computer Science , Issue.1141 , pp. 398-407
    • Darwen, P.1    Yao, X.2
  • 3
    • 0031287711 scopus 로고    scopus 로고
    • Incremental evolution of complex general behavior
    • MIT Press
    • F. Gomez and R. Mikkulainen. Incremental evolution of complex general behavior. In Adaptive Behavior, volume 5, pages 317-342. MIT Press, 1997.
    • (1997) Adaptive Behavior , vol.5 , pp. 317-342
    • Gomez, F.1    Mikkulainen, R.2
  • 4
    • 72749111175 scopus 로고    scopus 로고
    • Sustaining diversity using behavioral information distance
    • F. J. Gomez. Sustaining diversity using behavioral information distance. In GECCO-09, pages 113-120, 2009.
    • (2009) GECCO-09 , pp. 113-120
    • Gomez, F.J.1
  • 5
    • 0003055345 scopus 로고
    • Finding multimodal solutions using restricted tournament selection
    • G. R. Harik. Finding multimodal solutions using restricted tournament selection. In ICGA-95, pages 24-31, 1995.
    • (1995) ICGA-95 , pp. 24-31
    • Harik, G.R.1
  • 6
    • 84874610503 scopus 로고    scopus 로고
    • Exploiting open-endedness to solve problems through the search for novelty
    • J. Lehman and K. O. Stanley. Exploiting open-endedness to solve problems through the search for novelty. In ALIFE-XI, 2008.
    • (2008) ALIFE-XI
    • Lehman, J.1    Stanley, K.O.2
  • 7
    • 78751651094 scopus 로고    scopus 로고
    • Abandoning objectives evolution through the search for novelty alone
    • J. Lehman and K. O. Stanley. Abandoning objectives evolution through the search for novelty alone. In Evolutionary Computation. 2010.
    • (2010) Evolutionary Computation
    • Lehman, J.1    Stanley, K.O.2
  • 8
    • 77955883428 scopus 로고    scopus 로고
    • Efficiently evolving programs through the search for novelty
    • J. Lehman and K. O. Stanley. Efficiently evolving programs through the search for novelty. In GECCO-10, pages 837-844, 2010.
    • (2010) GECCO-10 , pp. 837-844
    • Lehman, J.1    Stanley, K.O.2
  • 9
    • 79851480718 scopus 로고    scopus 로고
    • Revising the evolutionary computation abstraction: Minimal criteria novelty search
    • J. Lehman and K. O. Stanley. Revising the evolutionary computation abstraction: minimal criteria novelty search. In GECCO -10, pages 103-110, 2010.
    • (2010) GECCO -10 , pp. 103-110
    • Lehman, J.1    Stanley, K.O.2
  • 12
    • 50649091380 scopus 로고    scopus 로고
    • Evolution and complexity: The double-edged sword
    • T. Miconi. Evolution and complexity: the double-edged sword. Artificial life, 14(3):325-344, 2008.
    • (2008) Artificial Life , vol.14 , Issue.3 , pp. 325-344
    • Miconi, T.1
  • 13
    • 70449775040 scopus 로고    scopus 로고
    • Overcoming the bootstrap problem in evolutionary robotics using behavioral diversity
    • J.-B. Mouret and S. Doncieux. Overcoming the bootstrap problem in evolutionary robotics using behavioral diversity. In CEC-09, pages 1161-1168, 2009.
    • (2009) CEC-09 , pp. 1161-1168
    • Mouret, J.-B.1    Doncieux, S.2
  • 14
    • 0029716705 scopus 로고    scopus 로고
    • A clearing procedure as a niching method for genetic algorithms
    • A. Petrowski. A clearing procedure as a niching method for genetic algorithms. In IEEE IECC, pages 798-803, 1996.
    • (1996) IEEE IECC , pp. 798-803
    • Petrowski, A.1
  • 15
    • 78751668734 scopus 로고    scopus 로고
    • Evolving plastic neural networks with novelty search
    • S. Risi, C. Hughes, and K. Stanley. Evolving plastic neural networks with novelty search. Adaptive Behavior, 2010.
    • (2010) Adaptive Behavior
    • Risi, S.1    Hughes, C.2    Stanley, K.3
  • 16
    • 72749096047 scopus 로고    scopus 로고
    • How novelty search escapes the deceptive trap of learning to learn
    • S. Risi, S. D. Vanderbleek, C. Hughes, and K. O. Stanley. How novelty search escapes the deceptive trap of learning to learn. In GECCO-09, pages 153-160, 2009.
    • (2009) GECCO-09 , pp. 153-160
    • Risi, S.1    Vanderbleek, S.D.2    Hughes, C.3    Stanley, K.O.4
  • 17
    • 0032155883 scopus 로고    scopus 로고
    • Fitness sharing and niching methods revisited
    • PII S1089778X98089425
    • B. Sareni and L. Krahenbuhl. Fitness sharing and niching methods revisited. Evolutionary Computation, IEEE Transactions on, 2(3):97-106, 1998. (Pubitemid 128748407)
    • (1998) IEEE Transactions on Evolutionary Computation , vol.2 , Issue.3 , pp. 97-106
    • Sareni, B.1    Krahenbuhl, L.2
  • 18
    • 0036594106 scopus 로고    scopus 로고
    • Evolving neural networks through augmenting topologies
    • K. O. Stanley and R. Miikkulainen. 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
  • 19
    • 0037206240 scopus 로고    scopus 로고
    • Behavior generation for a mobile robot based on the adaptive fitness function
    • E. Uchibe, M. Yanase, and M. Asada. Behavior generation for a mobile robot based on the adaptive fitness function. Robotics and Autonomous Systems, 40:69-77(9), 2002.
    • (2002) Robotics and Autonomous Systems , vol.40 , Issue.9 , pp. 69-77
    • Uchibe, E.1    Yanase, M.2    Asada, M.3
  • 21
    • 0000129604 scopus 로고
    • Fundamental principles of deception in genetic search
    • Morgan Kaufmann
    • D. L. Whitley. Fundamental principles of deception in genetic search. In Foundations of Genetic Algorithms, pages 221-241. Morgan Kaufmann, 1991.
    • (1991) Foundations of Genetic Algorithms , pp. 221-241
    • Whitley, D.L.1
  • 22
    • 0026626840 scopus 로고
    • Evolving neural network controllers for unstable systems
    • A. P. Wieland. Evolving neural network controllers for unstable systems. In IJCNN-91, pages 667-673, 1991.
    • (1991) IJCNN-91 , pp. 667-673
    • Wieland, A.P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.