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Volumn , Issue , 2009, Pages 437-444

Effects of a deterministic hill climber on hBOA

Author keywords

Efficiency enhancement; Estimation of distribution algorithms; Hierarchical boa; Hybrid evolutionary algorithms; Local search; Maxsat; Spin glass; Trap 5

Indexed keywords

EFFICIENCY ENHANCEMENT; ESTIMATION OF DISTRIBUTION ALGORITHMS; HYBRID EVOLUTIONARY ALGORITHM; LOCAL SEARCH; MAX-SAT;

EID: 72749110741     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1569901.1569962     Document Type: Conference Paper
Times cited : (8)

References (40)
  • 1
    • 0002589531 scopus 로고
    • An empirical study of bit vector function optimization
    • D. H. Ackley. An empirical study of bit vector function optimization. Genetic Algorithms and Simulated Annealing, pages 170-204, 1987.
    • (1987) Genetic Algorithms and Simulated Annealing , pp. 170-204
    • Ackley, D.H.1
  • 2
    • 35548991809 scopus 로고    scopus 로고
    • An estimation of distribution algorithm with intelligent local search for rule-based nurse rostering
    • U. Aickelin, E. K. Burke, and J. Li. An estimation of distribution algorithm with intelligent local search for rule-based nurse rostering. Journal of the Operational Research Society, 2007.
    • (2007) Journal of the Operational Research Society
    • Aickelin, U.1    Burke, E.K.2    Li, J.3
  • 3
    • 0043230411 scopus 로고
    • Spin-glasses: Experimental facts, theoretical concepts and open questions
    • K. Binder and A. Young. Spin-glasses: Experimental facts, theoretical concepts and open questions. Rev. Mod. Phys., 58:801, 1986.
    • (1986) Rev. Mod. Phys , vol.58 , pp. 801
    • Binder, K.1    Young, A.2
  • 4
    • 0003849948 scopus 로고
    • L. Davis, editor, Van Nostrand Reinhold, New York, NY
    • L. Davis, editor. Handbook of Genetic Algorithms. Van Nostrand Reinhold, New York, NY, 1991.
    • (1991) Handbook of Genetic Algorithms
  • 7
    • 0004215583 scopus 로고
    • Cambridge University Press, Cambridge
    • K. Fischer and J. Hertz. Spin Glasses. Cambridge University Press, Cambridge, 1991.
    • (1991) Spin Glasses
    • Fischer, K.1    Hertz, J.2
  • 8
    • 22944491997 scopus 로고    scopus 로고
    • The design of innovation: Lessons from and for competent genetic algorithms
    • of, Kluwer Academic Publishers
    • D. E. Goldberg. The design of innovation: Lessons from and for competent genetic algorithms, volume 7 of Genetic Algorithms and Evolutionary Computation. Kluwer Academic Publishers, 2002.
    • (2002) Genetic Algorithms and Evolutionary Computation , vol.7
    • Goldberg, D.E.1
  • 9
    • 72749088131 scopus 로고    scopus 로고
    • D. E. Goldberg and M. Rudnick. Genetic algorithms and the variance of fitness. Complex Systems, 5(3):265-278, 1991. Also IlliGAL Report No. 91001.
    • D. E. Goldberg and M. Rudnick. Genetic algorithms and the variance of fitness. Complex Systems, 5(3):265-278, 1991. Also IlliGAL Report No. 91001.
  • 10
    • 0003448515 scopus 로고    scopus 로고
    • IlliGAL Report No. 99001, University of Illinois at Urbana-Champaign, Illinois Genetic Algorithms Laboratory, Urbana, IL
    • D. E. Goldberg and S. Voessner. Optimizing global-local search hybrids. IlliGAL Report No. 99001, University of Illinois at Urbana-Champaign, Illinois Genetic Algorithms Laboratory, Urbana, IL, 1999.
    • (1999) Optimizing global-local search hybrids
    • Goldberg, D.E.1    Voessner, S.2
  • 11
    • 0033185794 scopus 로고    scopus 로고
    • The gambler's ruin problem, genetic algorithms, and the sizing of populations
    • G. Harik, E. Cantú-Paz, D. E. Goldberg, and B. L. Miller. The gambler's ruin problem, genetic algorithms, and the sizing of populations. Evolutionary Computation, 7(3):231-253, 1999.
    • (1999) Evolutionary Computation , vol.7 , Issue.3 , pp. 231-253
    • Harik, G.1    Cantú-Paz, E.2    Goldberg, D.E.3    Miller, B.L.4
  • 14
    • 52049107215 scopus 로고    scopus 로고
    • Analyzing probabilistic models in hierarchical boa on traps and spin glasses
    • No. 2007001, Missouri Estimation of Distribution Algorithms Laboratory, University of Missouri-St. Louis, St. Louis, MO
    • M. Hauschild, M. Pelikan, C. Lima, and K. Sastry. Analyzing probabilistic models in hierarchical boa on traps and spin glasses. MEDAL Report No. 2007001, Missouri Estimation of Distribution Algorithms Laboratory, University of Missouri-St. Louis, St. Louis, MO, 2007.
    • (2007) MEDAL Report
    • Hauschild, M.1    Pelikan, M.2    Lima, C.3    Sastry, K.4
  • 18
    • 72749112716 scopus 로고    scopus 로고
    • Substructural neighborhoods for local search in the bayesian optimization algorithm
    • No. 2006007, Missouri Estimation of Distribution Algorithms Laboratory, University of Missouri-St. Louis, St. Louis, MO
    • C. Lima, M. Pelikan, K. Sastry, M. Butz, and D. E. Goldberg. Substructural neighborhoods for local search in the bayesian optimization algorithm. MEDAL Report No. 2006007, Missouri Estimation of Distribution Algorithms Laboratory, University of Missouri-St. Louis, St. Louis, MO, 2006.
    • (2006) MEDAL Report
    • Lima, C.1    Pelikan, M.2    Sastry, K.3    Butz, M.4    Goldberg, D.E.5
  • 20
    • 0009015060 scopus 로고
    • On evolution, search, optimization, genetic algorithms and martial arts: Towards memetic algorithms
    • P. Moscato. On evolution, search, optimization, genetic algorithms and martial arts: Towards memetic algorithms. In Caltech Concurrent Computation Program C3P-826, 1989.
    • (1989) Caltech Concurrent Computation Program C3P-826
    • Moscato, P.1
  • 21
    • 0036859017 scopus 로고    scopus 로고
    • Evolutionary optimization and the estimation of search distributions with applications to graph bipartitioning
    • H. Mühlenbein and T. Mahnig. Evolutionary optimization and the estimation of search distributions with applications to graph bipartitioning. Journal of Approximate Reasoning, 31, 2002.
    • (2002) Journal of Approximate Reasoning , vol.31
    • Mühlenbein, H.1    Mahnig, T.2
  • 22
    • 0345504778 scopus 로고    scopus 로고
    • Schemata, distributions and graphical models in evolutionary optimization
    • H. Mühlenbein, T. Mahnig, and A. O. Rodriguez. Schemata, distributions and graphical models in evolutionary optimization. Journal of Heuristics, 5:215-247, 1999.
    • (1999) Journal of Heuristics , vol.5 , pp. 215-247
    • Mühlenbein, H.1    Mahnig, T.2    Rodriguez, A.O.3
  • 23
    • 0011801192 scopus 로고    scopus 로고
    • PhD thesis, University of Illinois at Urbana-Champaign, Urbana, IL, Also IlliGAL Report No. 2002023
    • M. Pelikan. Bayesian optimization algorithm: From single level to hierarchy. PhD thesis, University of Illinois at Urbana-Champaign, Urbana, IL, 2002. Also IlliGAL Report No. 2002023.
    • (2002) Bayesian optimization algorithm: From single level to hierarchy
    • Pelikan, M.1
  • 25
    • 72749108568 scopus 로고    scopus 로고
    • M. Pelikan and D. E. Goldberg. Escaping hierarchical traps with competent genetic algorithms. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), pages 511-518, 2001. Also IlliGAL Report No. 2000020.
    • M. Pelikan and D. E. Goldberg. Escaping hierarchical traps with competent genetic algorithms. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), pages 511-518, 2001. Also IlliGAL Report No. 2000020.
  • 26
    • 65149098362 scopus 로고    scopus 로고
    • IlliGAL Report No. 2003001, University of Illinois at Urbana-Champaign, Illinois Genetic Algorithms Laboratory, Urbana, IL
    • M. Pelikan and D. E. Goldberg. Hierarchical BOA solves ising spin glasses and MAXSAT. IlliGAL Report No. 2003001, University of Illinois at Urbana-Champaign, Illinois Genetic Algorithms Laboratory, Urbana, IL, 2003.
    • (2003) Hierarchical BOA solves ising spin glasses and MAXSAT
    • Pelikan, M.1    Goldberg, D.E.2
  • 27
    • 72749109966 scopus 로고    scopus 로고
    • M. Pelikan, D. E. Goldberg, and E. Cantú-Paz. Bayesian optimization algorithm, population sizing, and time to convergence. IlliGAL Report No. 2000001, University of Illinois at Urbana-Champaign, Illinois Genetic Algorithms Laboratory, Urbana, IL, 2000.
    • M. Pelikan, D. E. Goldberg, and E. Cantú-Paz. Bayesian optimization algorithm, population sizing, and time to convergence. IlliGAL Report No. 2000001, University of Illinois at Urbana-Champaign, Illinois Genetic Algorithms Laboratory, Urbana, IL, 2000.
  • 28
    • 34147103523 scopus 로고    scopus 로고
    • Searching for ground states of ising spin glasses with hierarchical BOA and cluster exact approximation
    • M. Pelikan, K. Sastry, and E. Cantú-Paz, editors, Springer
    • M. Pelikan and A. K. Hartmann. Searching for ground states of ising spin glasses with hierarchical BOA and cluster exact approximation. In M. Pelikan, K. Sastry, and E. Cantú-Paz, editors, Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications, pages 333-349. Springer, 2006.
    • (2006) Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications , pp. 333-349
    • Pelikan, M.1    Hartmann, A.K.2
  • 29
    • 57349152226 scopus 로고    scopus 로고
    • Finding ground states of sherrington-kirkpatrick spin glasses with hierarchical boa and genetic algorithms
    • No. 2008004, Missouri Estimation of Distribution Algorithms Laboratory, University of Missouri-St. Louis, St. Louis, MO
    • M. Pelikan, H. G. Katzgraber, and S. Kobe. Finding ground states of sherrington-kirkpatrick spin glasses with hierarchical boa and genetic algorithms. MEDAL Report No. 2008004, Missouri Estimation of Distribution Algorithms Laboratory, University of Missouri-St. Louis, St. Louis, MO, 2008.
    • (2008) MEDAL Report
    • Pelikan, M.1    Katzgraber, H.G.2    Kobe, S.3
  • 30
    • 72749084747 scopus 로고    scopus 로고
    • Effects of a deterministic hillclimber on hboa
    • No. 2009003, Missouri Estimation of Distribution Algorithms Laboratory, University of Missouri-St. Louis, St. Louis, MO
    • E. Radetic, M. Pelikan, and D. E. Goldberg. Effects of a deterministic hillclimber on hboa. MEDAL Report No. 2009003, Missouri Estimation of Distribution Algorithms Laboratory, University of Missouri-St. Louis, St. Louis, MO, 2009.
    • (2009) MEDAL Report
    • Radetic, E.1    Pelikan, M.2    Goldberg, D.E.3
  • 32
    • 72749085710 scopus 로고    scopus 로고
    • K. Sastry. Efficient atomic cluster optimization using a hybrid extended compact genetic algorithm with seeded population. IlliGAL Report No. 2001018, University of Illinois at Urbana-Champaign, Illinois Genetic Algorithms Laboratory, Urbana, IL, 2001.
    • K. Sastry. Efficient atomic cluster optimization using a hybrid extended compact genetic algorithm with seeded population. IlliGAL Report No. 2001018, University of Illinois at Urbana-Champaign, Illinois Genetic Algorithms Laboratory, Urbana, IL, 2001.
  • 34
    • 72749120530 scopus 로고    scopus 로고
    • A. Sinha and D. E. Goldberg. Verification and extension of the theory of global-local hybrids. IlliGAL Report No. 2001010, University of Illinois at Urbana-Champaign, Illinois Genetic Algorithms Laboratory, Urbana, IL, 2001.
    • A. Sinha and D. E. Goldberg. Verification and extension of the theory of global-local hybrids. IlliGAL Report No. 2001010, University of Illinois at Urbana-Champaign, Illinois Genetic Algorithms Laboratory, Urbana, IL, 2001.
  • 35
    • 32444436019 scopus 로고    scopus 로고
    • IlliGAL Report No. 2003004, University of Illinois at Urbana-Champaign, Illinois Genetic Algorithms Laboratory, Urbana, IL
    • A. Sinha and D. E. Goldberg. A survey of hybrid genetic and evolutionary algorithms. IlliGAL Report No. 2003004, University of Illinois at Urbana-Champaign, Illinois Genetic Algorithms Laboratory, Urbana, IL, 2003.
    • (2003) A survey of hybrid genetic and evolutionary algorithms
    • Sinha, A.1    Goldberg, D.E.2
  • 37
    • 0003975020 scopus 로고    scopus 로고
    • A. Young, editor, World Scientific, Singapore
    • A. Young, editor. Spin glasses and random fields. World Scientific, Singapore, 1998.
    • (1998) Spin glasses and random fields
  • 39
    • 1642334748 scopus 로고    scopus 로고
    • Hybrid estimation of distribution algorithm for global optimization
    • Q. Zhang, J. Sun, E. Tsang, and J. Ford. Hybrid estimation of distribution algorithm for global optimization. Engineering Computations, 21(1):91-107, 2004.
    • (2004) Engineering Computations , vol.21 , Issue.1 , pp. 91-107
    • Zhang, Q.1    Sun, J.2    Tsang, E.3    Ford, J.4
  • 40
    • 33845266707 scopus 로고    scopus 로고
    • Estimation of distribution algorithm with 2-opt local search for the quadratic assignment problem
    • Springer
    • Q. Zhang, J. Sun, E. Tsang, and J. Ford. Estimation of distribution algorithm with 2-opt local search for the quadratic assignment problem. In Towards a New Evolutionary Computation, pages 281-292. Springer, 2006.
    • (2006) Towards a New Evolutionary Computation , pp. 281-292
    • Zhang, Q.1    Sun, J.2    Tsang, E.3    Ford, J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.