메뉴 건너뛰기




Volumn 10, Issue 3, 2008, Pages 409-433

Runtime analysis of ant colony optimization with best-so-far reinforcement

Author keywords

Analysis of algorithms; Combinatorial optimization; Hitting times; Markov processes; Stochastic algorithms

Indexed keywords


EID: 46949100266     PISSN: 13875841     EISSN: 15737713     Source Type: Journal    
DOI: 10.1007/s11009-007-9047-1     Document Type: Article
Times cited : (63)

References (25)
  • 1
    • 33751368839 scopus 로고    scopus 로고
    • "On the invariance of ant colony optimization"
    • TR/IRIDIA/2006-025
    • M. Birattari, P. Pellegrini, and M. Dorigo, "On the invariance of ant colony optimization," Res. Rept, TR/IRIDIA/2006-025, 2006.
    • (2006) Res. Rept
    • Birattari, M.1    Pellegrini, P.2    Dorigo, M.3
  • 3
    • 27644543634 scopus 로고    scopus 로고
    • "Ant colony optimization theory: A survey"
    • M. Dorigo and C. Blum, "Ant colony optimization theory: A survey," Theoretical Computer Science vol. 344 pp. 243-278, 2005.
    • (2005) Theoretical Computer Science , vol.344 , pp. 243-278
    • Dorigo, M.1    Blum, C.2
  • 4
    • 0002012598 scopus 로고    scopus 로고
    • "The ant colony optimization metaheuristic"
    • In D. Corne, M. Dorigo, and F. Glover (eds.) McGraw-Hill: New York
    • M. Dorigo and G. Di Caro, "The ant colony optimization metaheuristic." In D. Corne, M. Dorigo, and F. Glover (eds.), New Ideas in Optimization, pp. 11-32, McGraw-Hill: New York, 1999.
    • (1999) New Ideas in Optimization , pp. 11-32
    • Dorigo, M.1    Di Caro, G.2
  • 5
    • 0003611331 scopus 로고
    • "The ant system: An autocatalytic optimization process"
    • Dept. of Electronics, Politecnico di Milano, Italy
    • M. Dorigo, V. Maniezzo, and A. Colorni, "The ant system: An autocatalytic optimization process," Res. Rept, pp. 91-016, Dept. of Electronics, Politecnico di Milano, Italy, 1991.
    • (1991) Res. Rept , pp. 91-116
    • Dorigo, M.1    Maniezzo, V.2    Colorni, A.3
  • 8
    • 0037029331 scopus 로고    scopus 로고
    • "On the analysis of the (1+1) evolutionary algorithm"
    • S. Droste, T. Jansen, and I. Wegener, "On the analysis of the (1+1) evolutionary algorithm," Theoretical Computer Science vol. 276 pp. 51-81, 2002.
    • (2002) Theoretical Computer Science , vol.276 , pp. 51-81
    • Droste, S.1    Jansen, T.2    Wegener, I.3
  • 9
    • 0033738317 scopus 로고    scopus 로고
    • "A graph-based ant system and its convergence"
    • W. J. Gutjahr, "A graph-based ant system and its convergence," Future Generations Computer Systems vol. 16 pp. 873-888, 2000.
    • (2000) Future Generations Computer Systems , vol.16 , pp. 873-888
    • Gutjahr, W.J.1
  • 10
    • 0037118189 scopus 로고    scopus 로고
    • "ACO algorithms with guaranteed convergence to the optimal solution"
    • W. J. Gutjahr, "ACO algorithms with guaranteed convergence to the optimal solution," Information Processing Letters vol. 82 pp. 145-153, 2002.
    • (2002) Information Processing Letters , vol.82 , pp. 145-153
    • Gutjahr, W.J.1
  • 13
  • 14
    • 34548102597 scopus 로고    scopus 로고
    • "First steps to the runtime complexity analysis of ant colony optimization"
    • click article in press at
    • W. J. Gutjahr, "First steps to the runtime complexity analysis of ant colony optimization," Computers & Operations Research 2007, click article in press at http://www.sciencedirect.com/science/journal/ 03050548
    • (2007) Computers & Operations Research
    • Gutjahr, W.J.1
  • 15
    • 46949093944 scopus 로고    scopus 로고
    • "Runtime analysis of ant colony optimization"
    • Department of Mathematics, "Sapienza" University of Rome available at
    • W. J. Gutjahr and G. Sebastiani, "Runtime analysis of ant colony optimization," Res. Rept, 2007-03, Department of Mathematics, "Sapienza" University of Rome, 2007, available at www.mat.uniroma1.it/people/sebastiani/preprints.htm.
    • (2007) Res. Rept, 2007-03
    • Gutjahr, W.J.1    Sebastiani, G.2
  • 16
    • 0003155122 scopus 로고
    • "Fitness distance correlation as a measure of problem difficulty for genetic algorithms"
    • In Morgan Kaufmann: San Mateo
    • T. Jones and S. Forrest, "Fitness distance correlation as a measure of problem difficulty for genetic algorithms." In Proc. 6th Int. Conf. on Genetic Algorithms, pp. 184-192, Morgan Kaufmann: San Mateo, 1995.
    • (1995) Proc. 6th Int. Conf. on Genetic Algorithms , pp. 184-192
    • Jones, T.1    Forrest, S.2
  • 17
    • 4544245266 scopus 로고    scopus 로고
    • "Properties of fitness functions and search landscapes"
    • In L. Kallel, B. Naudts, and A. Rogers (eds.) Springer: Berlin, Heidelberg, New York
    • L. Kallel, B. Naudts, and C. R. Reeves, "Properties of fitness functions and search landscapes." In L. Kallel, B. Naudts, and A. Rogers (eds.), Theoretical Aspects of Evolutionary Computing, pp. 174-206, Springer: Berlin, Heidelberg, New York, 1998.
    • (1998) Theoretical Aspects of Evolutionary Computing , pp. 174-206
    • Kallel, L.1    Naudts, B.2    Reeves, C.R.3
  • 18
    • 18444402493 scopus 로고    scopus 로고
    • "Asymptotic hitting times for a simple evolutionary model of protein folding"
    • V. Ladret, "Asymptotic hitting times for a simple evolutionary model of protein folding," Journal of Applied Probability vol. 42 pp. 39-51, 2005.
    • (2005) Journal of Applied Probability , vol.42 , pp. 39-51
    • Ladret, V.1
  • 19
    • 0036715610 scopus 로고    scopus 로고
    • "Modeling the dynamics of ant colony optimization"
    • D. Merkle and M. Middendorf, "Modeling the dynamics of ant colony optimization," Evolutionary Computation vol. 10 pp. 235-262, 2002.
    • (2002) Evolutionary Computation , vol.10 , pp. 235-262
    • Merkle, D.1    Middendorf, M.2
  • 20
    • 46949107018 scopus 로고    scopus 로고
    • "Runtime analysis of a simple ant colony optimization algorithm"
    • Dept. of Computer Science, University of Dortmund, Germany
    • F. Neumann and C. Witt, "Runtime analysis of a simple ant colony optimization algorithm," Res. Rept, CI-200/06, Dept. of Computer Science, University of Dortmund, Germany, 2006.
    • (2006) Res. Rept, CI-200/06
    • Neumann, F.1    Witt, C.2
  • 23
    • 0030707239 scopus 로고    scopus 로고
    • "The MAX-MIN Ant System and local search for the travelling salesman problem"
    • In T. Baeck, Z. Michalewicz, and X. Yao (eds.)
    • T. Stützle and H. H. Hoos, "The MAX-MIN Ant System and local search for the travelling salesman problem." In T. Baeck, Z. Michalewicz, and X. Yao (eds.), Proc. ICEC ′97 Int. Conf. on Evolutionary Computation, pp. 309-314, 1997.
    • (1997) Proc. ICEC ′97 Int. Conf. on Evolutionary Computation , pp. 309-314
    • Stützle, T.1    Hoos, H.H.2
  • 25
    • 13544270839 scopus 로고    scopus 로고
    • "On the analysis of a simple evolutionary algorithm on quadratic pseudo-Boolean functions"
    • I. Wegener and C. Witt, "On the analysis of a simple evolutionary algorithm on quadratic pseudo-Boolean functions," Journal of Discrete Algorithms vol. 3 pp. 61-78, 2005.
    • (2005) Journal of Discrete Algorithms , vol.3 , pp. 61-78
    • Wegener, I.1    Witt, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.