메뉴 건너뛰기




Volumn , Issue , 2011, Pages 289-325

Theory of Evolution Strategies: A New Perspective

Author keywords

[No Author keywords available]

Indexed keywords


EID: 85129099170     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1142/9789814282673-10     Document Type: Chapter
Times cited : (38)

References (31)
  • 1
    • 16344383127 scopus 로고    scopus 로고
    • Convergence results for (1,A)-SA-ES using the theory of ip- irreducible markov chains
    • Auger, A. (2005). Convergence results for (1,A)-SA-ES using the theory of ip- irreducible markov chains, Theoretical Computer Science 334, pp. 35-69.
    • (2005) Theoretical Computer Science , vol.334 , pp. 35-69
    • Auger, A.1
  • 3
    • 0019550047 scopus 로고
    • Convergence of random optimization methods for constrained optimization methods
    • Baba, N. (1981). Convergence of random optimization methods for constrained optimization methods, Journal of Optimization Theory and Applications.
    • (1981) Journal of Optimization Theory and Applications
    • Baba, N.1
  • 4
    • 0004214921 scopus 로고    scopus 로고
    • The Theory of Evolution Strategies
    • (Springer-Verlag)
    • Beyer, H.-G. (2001). The Theory of Evolution Strategies, Natural Computing Series (Springer-Verlag).
    • (2001) Natural Computing Series
    • Beyer, H.-G.1
  • 5
    • 0041507098 scopus 로고    scopus 로고
    • Global convergence for evolution strategies in spherical problems: Some simple proofs and difficulties
    • Bienveniie, A. and Francois, O. (2003). Global convergence for evolution strategies in spherical problems: Some simple proofs and difficulties, Theoretical Computer Science 306, 1-3, pp. 269-289.
    • (2003) Theoretical Computer Science , vol.306 , Issue.1-3 , pp. 269-289
    • Bienveniie, A.1    Francois, O.2
  • 6
    • 0001614474 scopus 로고
    • A discussion of random methods for seeking maxima
    • Brooks, S. (1958). A discussion of random methods for seeking maxima, The computer journal 6, 2.
    • (1958) The Computer Journal , vol.6 , pp. 2
    • Brooks, S.1
  • 8
    • 84890859246 scopus 로고    scopus 로고
    • Random search under additive noise
    • P. L. M. Dror and F. Szidarovsky (eds.), (Kluwer Academic Publishers)
    • Devroye, L. and KrzyZak, A. (2002). Random search under additive noise, in P. L. M. Dror and F. Szidarovsky (eds.), Modeling Uncertainty (Kluwer Academic Publishers), pp. 383-418.
    • (2002) Modeling Uncertainty , pp. 383-418
    • Devroye, L.1    Krzyzak, A.2
  • 9
    • 0035377310 scopus 로고    scopus 로고
    • Convergence in evolutionary programs with self-adaptation
    • Greenwood, G. W. and Zhu, Q. J. (2001). Convergence in evolutionary programs with self-adaptation, Evolutionary Computation 9, 2, pp. 147-157.
    • (2001) Evolutionary Computation , vol.9 , Issue.2 , pp. 147-157
    • Greenwood, G.W.1    Zhu, Q.J.2
  • 10
    • 0035377566 scopus 로고    scopus 로고
    • Completely derandomized self-adaptation in evolution strategies
    • Hansen, N. and Ostermeier, A. (2001). Completely derandomized self-adaptation in evolution strategies, Evolutionary Computation 9, 2, pp. 159-195.
    • (2001) Evolutionary Computation , vol.9 , Issue.2 , pp. 159-195
    • Hansen, N.1    Ostermeier, A.2
  • 11
    • 24944530101 scopus 로고    scopus 로고
    • Rigorous runtime analysis of the (1+1)-ES: 1/5-rule and ellipsoidal fitness landscapes
    • LNCS (ed.), FoGA 2005
    • Jagerskupper, J. (2005). Rigorous runtime analysis of the (1+1)-ES: 1/5-rule and ellipsoidal fitness landscapes, in LNCS (ed.), Foundations of Genetic Algorithms: 8th International Workshop, FoGA 2005, Vol. 3469, pp. 260-281.
    • (2005) Foundations of Genetic Algorithms: 8Th International Workshop , vol.3469 , pp. 260-281
    • Jagerskupper, J.1
  • 12
    • 34248585739 scopus 로고    scopus 로고
    • Analysis of a simple evolutionary algorithm for minimization in euclidean spaces
    • Jagerskupper, J. (2007). Analysis of a simple evolutionary algorithm for minimization in euclidean spaces, Theoretical Computer Science 379, 3, pp. 329-347.
    • (2007) Theoretical Computer Science , vol.379 , Issue.3 , pp. 329-347
    • Jagerskupper, J.1
  • 13
    • 43049122113 scopus 로고    scopus 로고
    • Lower bounds for randomized direct search with isotropic sampling
    • Jagerskupper, J. (2008). Lower bounds for randomized direct search with isotropic sampling, Operations research letters 36, 3, pp. 327-332.
    • (2008) Operations Research Letters , vol.36 , Issue.3 , pp. 327-332
    • Jagerskupper, J.1
  • 16
    • 44649138810 scopus 로고    scopus 로고
    • Log-linear convergence and optimal bounds for the (1+1)-ES
    • N. Monmarche and al. (eds.), (Springer)
    • Jebalia, M., Auger, A. and Liardet, P. (2008). Log-linear convergence and optimal bounds for the (1+1)-ES, in N. Monmarche and al. (eds.), Proceedings of Evolution Artificielle (EA’07), LNCS, Vol. 4926 (Springer), pp. 207-218.
    • (2008) Proceedings of Evolution Artificielle (EA’07), LNCS , vol.4926 , pp. 207-218
    • Jebalia, M.1    Auger, A.2    Liardet, P.3
  • 17
    • 0004256569 scopus 로고
    • Springer Texts in Statistics (Springer-Verlag)
    • Karr, A. F. (1993). Probability, Springer Texts in Statistics (Springer-Verlag).
    • (1993) Probability
    • Karr, A.F.1
  • 18
    • 4344707250 scopus 로고    scopus 로고
    • Learning Probability Distributions in Continuous Evolutionary Algorithms - A Comparative Review
    • Kern, S., Muller, S., Hansen, N., Buche, D., Ocenasek, J. and Koumoutsakos, P. (2004). Learning Probability Distributions in Continuous Evolutionary Algorithms - A Comparative Review, Natural Computing 3, 1, pp. 77-112.
    • (2004) Natural Computing , vol.3 , Issue.1 , pp. 77-112
    • Kern, S.1    Muller, S.2    Hansen, N.3    Buche, D.4    Ocenasek, J.5    Koumoutsakos, P.6
  • 21
    • 33747376087 scopus 로고
    • Speed of convergence as a function of given accuracy for random search methods
    • Nekrutkin, V. and Tikhomirov, A. (1993). Speed of convergence as a function of given accuracy for random search methods, Acta Applicandae Mathematicae 33, pp. 89-108.
    • (1993) Acta Applicandae Mathematicae , vol.33 , pp. 89-108
    • Nekrutkin, V.1    Tikhomirov, A.2
  • 23
    • 0035415529 scopus 로고    scopus 로고
    • Self-adaptive mutations may lead to premature convergence
    • Rudolph, G. U. (2001). Self-adaptive mutations may lead to premature convergence, IEEE Transactions on Evolutionary Computation 5, pp. 410-414.
    • (2001) IEEE Transactions on Evolutionary Computation , vol.5 , pp. 410-414
    • Rudolph, G.U.1
  • 24
    • 0007634366 scopus 로고
    • Adaptive step size random search, Automatic Control
    • Schumer, M. and Steiglitz, K. (1968). Adaptive step size random search, Automatic Control, IEEE Transactions on 13, pp. 270-276.
    • (1968) IEEE Transactions On , vol.13 , pp. 270-276
    • Schumer, M.1    Steiglitz, K.2
  • 26
    • 0040945627 scopus 로고
    • On sublinear convergence
    • CS-TR-3534, University of Maryland
    • Stewart, G. W. (1995). On sublinear convergence, Tech. Rep. CS-TR-3534, University of Maryland.
    • (1995) Tech. Rep
    • Stewart, G.W.1
  • 29
    • 0015158648 scopus 로고
    • A survey of random methods for parameter optimization
    • White, R. (1971). A survey of random methods for parameter optimization, SIM-ULATION 17, pp. 197-205.
    • (1971) SIM-ULATION , vol.17 , pp. 197-205
    • White, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.