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Volumn 16, Issue 3, 2007, Pages 483-505

Adaptive learning search, a new tool to help comprehending metaheuristics

Author keywords

Ant colony algorithm; Estimation of distribution; Evolutionary algorithm; Hard optimization; Metaheuristics; Optimization framework; Performance assessment; Simulated annealing; Software

Indexed keywords

COMPUTER SOFTWARE; FUNCTION EVALUATION; HEURISTIC ALGORITHMS; OPTIMIZATION;

EID: 34250316155     PISSN: 02182130     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0218213007003370     Document Type: Article
Times cited : (10)

References (56)
  • 1
    • 0021899088 scopus 로고
    • Statistical cooling : A general approach to combinatorial optimisation problems
    • E. H. L. Aarts and P. J. M. Van Laarhoven. Statistical cooling : a general approach to combinatorial optimisation problems. Philips Journal of Research, 40:193-226, 1985.
    • (1985) Philips Journal of Research , vol.40 , pp. 193-226
    • Aarts, E.H.L.1    Van Laarhoven, P.J.M.2
  • 2
    • 0003984832 scopus 로고
    • Population-based Incremental Learning: A Method for Integrating Genetic Search Based Function Optimization and Competitive Learning
    • Technical Report CMU-CS-94-163, Carnegie Mellon University
    • S. Baluja. Population-based Incremental Learning: A Method for Integrating Genetic Search Based Function Optimization and Competitive Learning. Technical Report CMU-CS-94-163, Carnegie Mellon University, 1994.
    • (1994)
    • Baluja, S.1
  • 4
    • 85011779332 scopus 로고
    • Removing the Genetics from the Standard Genetic Algorithm
    • A. Prieditis and S. Russel, editors, Lake Tahoe, California, Morgan Kaufmann
    • S. Baluja and R. Caruana. Removing the Genetics from the Standard Genetic Algorithm. In A. Prieditis and S. Russel, editors, International Conference on Machine Learning, pages 38-46, Lake Tahoe, California, 1995. Morgan Kaufmann.
    • (1995) International Conference on Machine Learning , pp. 38-46
    • Baluja, S.1    Caruana, R.2
  • 6
    • 32444432959 scopus 로고    scopus 로고
    • An algorithmic framework for density estimation based evolutionary algorithm
    • Technical Report UU-CS-1999-46, Utrech University
    • P. A. N. Bosman and D. Thierens. An algorithmic framework for density estimation based evolutionary algorithm. Technical Report UU-CS-1999-46, Utrech University, 1999.
    • (1999)
    • Bosman, P.A.N.1    Thierens, D.2
  • 8
    • 34250360592 scopus 로고    scopus 로고
    • IDEAs based on the normal kernels probability density function
    • Technical Report UU-CS-2000-11, Utrecht University
    • P.A.N. Bosman and D. Thierens. IDEAs based on the normal kernels probability density function. Technical Report UU-CS-2000-11, Utrecht University, 2000.
    • (2000)
    • Bosman, P.A.N.1    Thierens, D.2
  • 9
    • 0021819411 scopus 로고
    • Thermodynamical approach to the traveling salesman problem : An efficient simulation algorithm
    • V. Cerny. Thermodynamical approach to the traveling salesman problem : an efficient simulation algorithm. J. of Optimization Theory and Applications, 45(1):41-51, 1985.
    • (1985) J. of Optimization Theory and Applications , vol.45 , Issue.1 , pp. 41-51
    • Cerny, V.1
  • 11
    • 0000557257 scopus 로고
    • Microcanonical Monte Carlo simulation
    • May
    • M. Creutz. Microcanonical Monte Carlo simulation. Physical Review Letters, 50(19):1411-1414, May 1983.
    • (1983) Physical Review Letters , vol.50 , Issue.19 , pp. 1411-1414
    • Creutz, M.1
  • 12
    • 34250373621 scopus 로고    scopus 로고
    • arxiv :cond-mat/00000v1
    • P. M. C. De Oliveira. Broad Histogram : An Overview, arxiv :cond-mat/00000v1, 2000.
    • (2000)
    • De Oliveira, P.M.C.1
  • 16
    • 33751249312 scopus 로고    scopus 로고
    • Robust rigid registration of retinal angiograms through optimization
    • to appear, DOI: 10.1016/j.compmedimag.2006.07.004
    • J. Dréo, J.-C. Nunes, and P. Siarry. Robust rigid registration of retinal angiograms through optimization. Computerized Medical Imaging and Graphics, to appear, 2007. DOI: 10.1016/j.compmedimag.2006.07.004.
    • (2007) Computerized Medical Imaging and Graphics
    • Dréo, J.1    Nunes, J.-C.2    Siarry, P.3
  • 21
    • 0032599544 scopus 로고    scopus 로고
    • Generic metaheuristics application to industrial engineering problems
    • A. Fink and S. Voß. Generic metaheuristics application to industrial engineering problems. Computers and Industrial Engineering, 37(1-2):281-284, 1999.
    • (1999) Computers and Industrial Engineering , vol.37 , Issue.1-2 , pp. 281-284
    • Fink, A.1    Voß, S.2
  • 26
    • 0003738581 scopus 로고    scopus 로고
    • Linkage learning in via probabilistic modeling in the EcGA
    • Technical Report 99010, IlliGAL
    • G. Harik. Linkage learning in via probabilistic modeling in the EcGA. Technical Report 99010, IlliGAL, 1999.
    • (1999)
    • Harik, G.1
  • 28
    • 77956890234 scopus 로고
    • Monte Carlo sampling method using Markov chains and their applications
    • W. K. Hastings. Monte Carlo sampling method using Markov chains and their applications. Biometrika, 57, 1970.
    • (1970) Biometrika , vol.57
    • Hastings, W.K.1
  • 29
    • 84945709501 scopus 로고    scopus 로고
    • Outline for logical theory of adaptive systems
    • Mach
    • J. H. Holland. Outline for logical theory of adaptive systems. J. Assoc. Comput. Mach., 3:297-314, 1962.
    • J. Assoc. Comput , vol.3 , Issue.297-314 , pp. 1962
    • Holland, J.H.1
  • 30
    • 0030516672 scopus 로고    scopus 로고
    • Exchange Monte Carlo method and application to spin glass simulations
    • K. Hukushima and K Nemoto. Exchange Monte Carlo method and application to spin glass simulations. Journal of the Physical Society of Japan, 65:1604-1608, 1996.
    • (1996) Journal of the Physical Society of Japan , vol.65 , pp. 1604-1608
    • Hukushima, K.1    Nemoto, K.2
  • 31
    • 34250365245 scopus 로고    scopus 로고
    • Y. Iba. Population Annealing: An approach to finite-temperature calculation. In Joint Workshop of Hayashibaru Foundation and SMAPIP. Hayashibara Forum, 2003.
    • Y. Iba. Population Annealing: An approach to finite-temperature calculation. In Joint Workshop of Hayashibaru Foundation and SMAPIP. Hayashibara Forum, 2003.
  • 32
    • 0035384136 scopus 로고    scopus 로고
    • A global optimisation method for robust affine registration of brain images
    • M. Jenkinson and S. Smith. A global optimisation method for robust affine registration of brain images. Medical Image Analysis, 5:143-156, 2001.
    • (2001) Medical Image Analysis , vol.5 , pp. 143-156
    • Jenkinson, M.1    Smith, S.2
  • 34
    • 84959065986 scopus 로고    scopus 로고
    • Evolving objects: A general purpose evolutionary computation library
    • Maarten Keijzer, J. J. Merelo, G. Romero, and Marc Schoenauer. Evolving objects: A general purpose evolutionary computation library. In Artificial Evolution, pages 231-244, 2001.
    • (2001) Artificial Evolution , pp. 231-244
    • Keijzer, M.1    Merelo, J.J.2    Romero, G.3    Schoenauer, M.4
  • 36
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • S. Kirkpatrick, C.D. Gelatt, and M.P. Vecchi. Optimization by simulated annealing. Science, 220(4598):671-680, 1983.
    • (1983) Science , vol.220 , Issue.4598 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, C.D.2    Vecchi, M.P.3
  • 37
    • 0041481252 scopus 로고    scopus 로고
    • Estimation of Distribution Algorithms, A New Tool for Evolutionary Computation
    • P. Larrañaga and J.A. Lozano, editors, Kluwer Academic Publishers
    • P. Larrañaga and J.A. Lozano, editors. Estimation of Distribution Algorithms, A New Tool for Evolutionary Computation. Genetic Algorithms and Evolutionary Computation. Kluwer Academic Publishers, 2002.
    • (2002) Genetic Algorithms and Evolutionary Computation
  • 43
    • 0000238336 scopus 로고
    • A simplex method for function minimization
    • J. A. Nelder and R. Mead. A simplex method for function minimization. Computer Journal, 7:308-313, 1965.
    • (1965) Computer Journal , vol.7 , pp. 308-313
    • Nelder, J.A.1    Mead, R.2
  • 44
    • 0342923059 scopus 로고    scopus 로고
    • Error estimation in the histogram Monte Carlo method
    • arxiv:cond-mat/98043006
    • M. E. J. Newman and R. G. Palmer. Error estimation in the histogram Monte Carlo method. arxiv:cond-mat/98043006, 1998.
    • (1998)
    • Newman, M.E.J.1    Palmer, R.G.2
  • 45
    • 0029342240 scopus 로고
    • Thermodynamics of helix-coil transitions studied by multicanonical algorithms
    • Y Okamoto and U. H. E. Hansmann. Thermodynamics of helix-coil transitions studied by multicanonical algorithms. Journal Physical Chemistry, 99:11276-11287, 1995.
    • (1995) Journal Physical Chemistry , vol.99 , pp. 11276-11287
    • Okamoto, Y.1    Hansmann, U.H.E.2
  • 47
    • 0012652228 scopus 로고    scopus 로고
    • Greedy randomized adaptive search procedures (GRASP)
    • 98.41.1, AT&T Labs-Research
    • M.G.C. Resende. Greedy randomized adaptive search procedures (GRASP). Technical Report TR 98.41.1, AT&T Labs-Research, 2000.
    • (2000) Technical Report TR
    • Resende, M.G.C.1
  • 50
    • 0000557783 scopus 로고
    • Simulated Crossover in Genetic Algorithms
    • L. D. Whitley, editor, San Mateo, California, Morgan Kaufmann
    • G. Syswerda. Simulated Crossover in Genetic Algorithms. In L. D. Whitley, editor, Second workshop on Foundations of Genetic Algorithms, pages 239-255, San Mateo, California, 1993. Morgan Kaufmann.
    • (1993) Second workshop on Foundations of Genetic Algorithms , pp. 239-255
    • Syswerda, G.1
  • 53
    • 13544255427 scopus 로고    scopus 로고
    • A theoretical study on the behavior of simulated annealing leading to a new cooling schedule
    • E. Triki, Y. Collette, and P. Siarry. A theoretical study on the behavior of simulated annealing leading to a new cooling schedule. European Journal of Operational Research, 166:77-92, 2005.
    • (2005) European Journal of Operational Research , vol.166 , pp. 77-92
    • Triki, E.1    Collette, Y.2    Siarry, P.3
  • 55
    • 84888604842 scopus 로고    scopus 로고
    • Optimization Software Class Libraries
    • OR/CS Interfaces, Kluwer, Dordrecht
    • S. Voß and D. L. Woodruff. Optimization Software Class Libraries. OR/CS Interfaces Series. Kluwer, Dordrecht, 2002.
    • (2002) Series
    • Voß, S.1    Woodruff, D.L.2
  • 56
    • 34250334987 scopus 로고    scopus 로고
    • O. Wendt and W. König. Cooperative Simulated Annealing: How Much Cooperation is Enough ? Technical Report 97-19, Institute of Information Systems, Goethe University, Frankfurt, 1997.
    • O. Wendt and W. König. Cooperative Simulated Annealing: How Much Cooperation is Enough ? Technical Report 97-19, Institute of Information Systems, Goethe University, Frankfurt, 1997.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.