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Volumn , Issue , 2008, Pages 945-952

Theoretical analysis of diversity mechanisms for global exploration

Author keywords

Deterministic crowding; Diversity; Exploration; Fitness sharing; Runtime analysis

Indexed keywords

COMPUTER SCIENCE; NATURAL RESOURCES EXPLORATION;

EID: 57349164275     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1389095.1389276     Document Type: Conference Paper
Times cited : (29)

References (18)
  • 1
    • 33846063028 scopus 로고    scopus 로고
    • Effects of diversity control in single-objective and multi-objective genetic algorithms
    • N. Chaiyaratana, T. Piroonratana, and N. Sangkawelert. Effects of diversity control in single-objective and multi-objective genetic algorithms. Journal of Heuristics, 13(1):1-34, 2007.
    • (2007) Journal of Heuristics , vol.13 , Issue.1 , pp. 1-34
    • Chaiyaratana, N.1    Piroonratana, T.2    Sangkawelert, N.3
  • 2
    • 27644519716 scopus 로고    scopus 로고
    • The one-dimensional Ising model: Mutation versus recombination
    • S. Fischer and I. Wegener. The one-dimensional Ising model: Mutation versus recombination. Theoretical Computer Science, 344(2-3):208-225, 2005.
    • (2005) Theoretical Computer Science , vol.344 , Issue.2-3 , pp. 208-225
    • Fischer, S.1    Wegener, I.2
  • 3
    • 34548089949 scopus 로고    scopus 로고
    • Rigorous analyses of simple diversity mechanisms
    • ACM Press
    • T. Friedrich, N. Hebbinghaus, and F. Neumann. Rigorous analyses of simple diversity mechanisms. In Proc. of GECCO '07, pages 1219-1225. ACM Press, 2007.
    • (2007) Proc. of GECCO '07 , pp. 1219-1225
    • Friedrich, T.1    Hebbinghaus, N.2    Neumann, F.3
  • 4
    • 35248874381 scopus 로고    scopus 로고
    • Evolutionary algorithms and the maximum matching problem
    • Springer
    • O. Giel and I. Wegener. Evolutionary algorithms and the maximum matching problem. In Proc. of STACS '03, pages 415-426. Springer, 2003.
    • (2003) Proc. of STACS '03 , pp. 415-426
    • Giel, O.1    Wegener, I.2
  • 5
    • 11244274462 scopus 로고    scopus 로고
    • From twomax to the Ising model: Easy and hard symmetrical problems
    • Morgan Kaufmann
    • D. E. Goldberg, C. Van Hoyweghen, and B. Naudts. From twomax to the Ising model: Easy and hard symmetrical problems. In Proc. of GECCO '02, pages 626-633. Morgan Kaufmann, 2002.
    • (2002) Proc. of GECCO '02 , pp. 626-633
    • Goldberg, D.E.1    Van Hoyweghen, C.2    Naudts, B.3
  • 6
    • 0001108744 scopus 로고
    • Hitting-time and occupation-time bounds implied by drift analysis with applications
    • B. Hajek. Hitting-time and occupation-time bounds implied by drift analysis with applications. Advances in Applied Probability, 14:502-525, 1982.
    • (1982) Advances in Applied Probability , vol.14 , pp. 502-525
    • Hajek, B.1
  • 7
    • 0035276208 scopus 로고    scopus 로고
    • Drift analysis and average time complexity of evolutionary algorithms
    • J. He and X. Yao. Drift analysis and average time complexity of evolutionary algorithms. Artificial Intelligence, 127(1) :57-85, 2001.
    • (2001) Artificial Intelligence , vol.127 , Issue.1 , pp. 57-85
    • He, J.1    Yao, X.2
  • 8
    • 0035694032 scopus 로고    scopus 로고
    • Evolutionary algorithms: How to cope with plateaus of constant fitness and when to reject strings of the same fitness
    • T. Jansen and I. Wegener. Evolutionary algorithms: How to cope with plateaus of constant fitness and when to reject strings of the same fitness. IEEE Transactions on Evolutionary Computation, 5(6):589-599, 2001.
    • (2001) IEEE Transactions on Evolutionary Computation , vol.5 , Issue.6 , pp. 589-599
    • Jansen, T.1    Wegener, I.2
  • 9
    • 22344431964 scopus 로고    scopus 로고
    • Real royal road functions: Where crossover provably is essential
    • T. Jansen and I. Wegener. Real royal road functions: where crossover provably is essential. Discrete Applied Mathematics, 149(1-3):111-125, 2005.
    • (2005) Discrete Applied Mathematics , vol.149 , Issue.1-3 , pp. 111-125
    • Jansen, T.1    Wegener, I.2
  • 10
    • 57349089725 scopus 로고    scopus 로고
    • S. W. Mahfoud. Niching methods. In T. Back, D. B. Fogel, and Z. Michalewicz, editors, Handbook of Evolutionary Computation, pages C6.1:1-4. Institute of Physics Publishing and Oxford University Press, Bristol, New York, 1997.
    • S. W. Mahfoud. Niching methods. In T. Back, D. B. Fogel, and Z. Michalewicz, editors, Handbook of Evolutionary Computation, pages C6.1:1-4. Institute of Physics Publishing and Oxford University Press, Bristol, New York, 1997.
  • 11
    • 57349198609 scopus 로고    scopus 로고
    • Population-based evolutionary algorithms for the vertex cover problem
    • P. Oliveto, J. He, and X. Yao. Population-based evolutionary algorithms for the vertex cover problem. In Proc. of CEC '08, 2008.
    • (2008) Proc. of CEC '08
    • Oliveto, P.1    He, J.2    Yao, X.3
  • 12
    • 34547427292 scopus 로고    scopus 로고
    • Computational complexity analysis of evolutionary algorithms for combinatorial optimization: A decade of results
    • P. S. Oliveto, J. He, and X. Yao. Computational complexity analysis of evolutionary algorithms for combinatorial optimization: A decade of results. International Journal of Automation and Computing, 4(3):281-293, 2007.
    • (2007) International Journal of Automation and Computing , vol.4 , Issue.3 , pp. 281-293
    • Oliveto, P.S.1    He, J.2    Yao, X.3
  • 13
    • 0011801707 scopus 로고    scopus 로고
    • Genetic algorithms, clustering, and the breaking of symmetry
    • Springer
    • M. Pelikan and D. E. Goldberg. Genetic algorithms, clustering, and the breaking of symmetry. In Proc. of PPSN VI, pages 385-394. Springer, 2000.
    • (2000) Proc. of PPSN VI , pp. 385-394
    • Pelikan, M.1    Goldberg, D.E.2
  • 14
    • 2442505438 scopus 로고    scopus 로고
    • Real royal road functions for constant population size
    • T. Storch and I. Wegener. Real royal road functions for constant population size. Theoretical Computer Science, 320:123-134, 2004.
    • (2004) Theoretical Computer Science , vol.320 , pp. 123-134
    • Storch, T.1    Wegener, I.2
  • 15
    • 32444441240 scopus 로고    scopus 로고
    • Crossover is provably essential for the Ising model on trees
    • ACM Press
    • D. Sudholt. Crossover is provably essential for the Ising model on trees. In Proc. of GECCO '05, pages 1161-1167. ACM Press, 2005.
    • (2005) Proc. of GECCO '05 , pp. 1161-1167
    • Sudholt, D.1
  • 16
    • 57349143339 scopus 로고    scopus 로고
    • Memetic algorithms with variable-depth search to overcome local optima
    • To appear
    • D. Sudholt. Memetic algorithms with variable-depth search to overcome local optima. In Proc. of GECCO '08, 2008. To appear.
    • (2008) Proc. of GECCO '08
    • Sudholt, D.1
  • 17
    • 84944314261 scopus 로고    scopus 로고
    • Diversity-guided evolutionary algorithms
    • Springer
    • R. K. Ursem. Diversity-guided evolutionary algorithms. In Proc. of PPSN VII, pages 462-471. Springer, 2002.
    • (2002) Proc. of PPSN VII , pp. 462-471
    • Ursem, R.K.1
  • 18
    • 33646077908 scopus 로고    scopus 로고
    • Runtime analysis of the (μ+1) EA on simple pseudo-Boolean functions
    • C. Witt. Runtime analysis of the (μ+1) EA on simple pseudo-Boolean functions. Evolutionary Computation, 14(1):65-86, 2006.
    • (2006) Evolutionary Computation , vol.14 , Issue.1 , pp. 65-86
    • Witt, C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.