메뉴 건너뛰기




Volumn 4193 LNCS, Issue , 2006, Pages 443-452

Modelling the population distribution in multi-objective optimization by generative topographic mapping

Author keywords

[No Author keywords available]

Indexed keywords

EVOLUTIONARY ALGORITHMS; FEATURE EXTRACTION; MAPPING; PARETO PRINCIPLE; PROBLEM SOLVING; SET THEORY;

EID: 33750259700     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11844297_45     Document Type: Conference Paper
Times cited : (9)

References (22)
  • 3
    • 33646521128 scopus 로고    scopus 로고
    • A tutorial on evolutionary multiobjective optimization
    • Workshop on Multiple Objective Metaheuristics (MOMH 2002), Berlin, Germany. Springer-Verlag
    • Eckart Zitzler, Marco Laumanns, and Stefan Bleuler. A tutorial on evolutionary multiobjective optimization. In Workshop on Multiple Objective Metaheuristics (MOMH 2002), volume 535 of Lecture Notes in Economics and Mathematical Systems, pages 3-37, Berlin, Germany, 2004. Springer-Verlag.
    • (2004) Lecture Notes in Economics and Mathematical Systems , vol.535 , pp. 3-37
    • Zitzler, E.1    Laumanns, M.2    Bleuler, S.3
  • 5
    • 1542273606 scopus 로고    scopus 로고
    • On stability of fixed points of limit models of univariate marginal distribution algorithm and factorized distribution algorithm
    • Qingfu Zhang. On stability of fixed points of limit models of univariate marginal distribution algorithm and factorized distribution algorithm. IEEE Transactions on Evolutionary Computation, 8(1):80-93, 2004.
    • (2004) IEEE Transactions on Evolutionary Computation , vol.8 , Issue.1 , pp. 80-93
    • Zhang, Q.1
  • 6
    • 2442661659 scopus 로고    scopus 로고
    • On the convergence of a class of estimation of distribution algorithms
    • Qingfu Zhang and Heinz Mühlenbein. On the convergence of a class of estimation of distribution algorithms. IEEE Transactions on Evolutionary Computation, 8(2): 127-136, 2004.
    • (2004) IEEE Transactions on Evolutionary Computation , vol.8 , Issue.2 , pp. 127-136
    • Zhang, Q.1    Mühlenbein, H.2
  • 7
    • 24344484399 scopus 로고    scopus 로고
    • The naive MIDEA: A baseline multi-objective EA
    • Third International Conference on Evolutionary Multi-Criterion Optimization(EMO 2005), Guanajuato, Mexico. Springer
    • Peter A N Bosman and Dirk Thierens. The naive MIDEA: A baseline multi-objective EA. In Third International Conference on Evolutionary Multi-Criterion Optimization(EMO 2005), volume 3410 of Lecture Notes in Computer Science, pages 428-442, Guanajuato, Mexico, 2005. Springer.
    • (2005) Lecture Notes in Computer Science , vol.3410 , pp. 428-442
    • Bosman, P.A.N.1    Thierens, D.2
  • 8
    • 32444439159 scopus 로고    scopus 로고
    • Decomposable problems, niching, and scalability of multiobjective estimation of distribution algorithms
    • Illinois Genetic Algorithms Laboratory
    • Kumara Sastry, Martin Pelikan, and David E Goldberg. Decomposable problems, niching, and scalability of multiobjective estimation of distribution algorithms. IlliGAL Report 2005004, Illinois Genetic Algorithms Laboratory, 2005.
    • (2005) IlliGAL Report 2005004
    • Sastry, K.1    Pelikan, M.2    Goldberg, D.E.3
  • 9
    • 4344694774 scopus 로고    scopus 로고
    • Voronoi-based estimation of distribution algorithm for multi-objective optimization
    • Portland, Oregon, USA, June. IEEE Press
    • Tatsuya Okabe, Yaochu Jin, Bernhard Sendhoff, and Markus Olhofer. Voronoi-based estimation of distribution algorithm for multi-objective optimization. In Proceedings of the Congress on Evolutionary Computation (CEC 2004), pages 1594-1601, Portland, Oregon, USA, June 2004. IEEE Press.
    • (2004) Proceedings of the Congress on Evolutionary Computation (CEC 2004) , pp. 1594-1601
    • Okabe, T.1    Jin, Y.2    Sendhoff, B.3    Olhofer, M.4
  • 10
    • 35248834597 scopus 로고    scopus 로고
    • Covering Pareto sets by multilevel evolutionary subdivision techniques
    • Second International Conference on Evolutionary Multi-Criterion Optimization (EMO 2003), Faro, Portugal, April. Springer
    • Oliver Schütze, Sanaz Mostaghim, Michael Dellnitz, and Jürgen Teich. Covering Pareto sets by multilevel evolutionary subdivision techniques. In Second International Conference on Evolutionary Multi-Criterion Optimization (EMO 2003), volume 2632 of Lecture Notes in Computer Science, pages 118-132, Faro, Portugal, April 2003. Springer.
    • (2003) Lecture Notes in Computer Science , vol.2632 , pp. 118-132
    • Schütze, O.1    Mostaghim, S.2    Dellnitz, M.3    Teich, J.4
  • 11
    • 84901403917 scopus 로고    scopus 로고
    • Connectedness, regularity and the success of local search in evolutionary multi-objective optimization
    • Canberra, Australia, December. IEEE Press
    • Yaochu Jin and Bernhard Sendhoff. Connectedness, regularity and the success of local search in evolutionary multi-objective optimization. In Proceedings of the Congress on Evolutionary Computation (CEC 2003), pages 1910-1917, Canberra, Australia, December 2003. IEEE Press.
    • (2003) Proceedings of the Congress on Evolutionary Computation (CEC 2003) , pp. 1910-1917
    • Jin, Y.1    Sendhoff, B.2
  • 12
    • 35048833865 scopus 로고    scopus 로고
    • On test functions for evolutionary multi-objective optimization
    • Parallel Problem Solving from Nature (PPSN VIII), Birmingham, UK, September. Springer
    • Tatsuya Okabe, Yaochu Jin, Markus Olhofer, and Bernhard Sendhoff. On test functions for evolutionary multi-objective optimization. In Parallel Problem Solving from Nature (PPSN VIII), volume 3242 of Lecture Notes in Computer Science, pages 792-802, Birmingham, UK, September 2004. Springer.
    • (2004) Lecture Notes in Computer Science , vol.3242 , pp. 792-802
    • Okabe, T.1    Jin, Y.2    Olhofer, M.3    Sendhoff, B.4
  • 14
    • 34547295654 scopus 로고    scopus 로고
    • Combining model-based and genetics-based offspring generation for multi-objective optimization using a convergence criterion
    • to be published
    • Aimin Zhou, Yaochu Jin, Qingfu Zhang, Tatsuya Okabe, and Edward Tsang. Combining model-based and genetics-based offspring generation for multi-objective optimization using a convergence criterion, to be published in Proceedings of the Congress on Evolutionary Computation (CEC 2006).
    • Proceedings of the Congress on Evolutionary Computation (CEC 2006)
    • Zhou, A.1    Jin, Y.2    Zhang, Q.3    Okabe, T.4    Tsang, E.5
  • 16
    • 0348139702 scopus 로고    scopus 로고
    • Dimension reduction by local principal component analysis
    • October
    • Nandakishore Kambhatla and Todd K. Leen. Dimension reduction by local principal component analysis. Neural Computation, 9(7): 1493-1516, October 1997.
    • (1997) Neural Computation , vol.9 , Issue.7 , pp. 1493-1516
    • Kambhatla, N.1    Leen, T.K.2
  • 17
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: NSGA-II
    • Kalyanmoy Deb. A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Transactions on Evolutionary Computation, 6(2): 182-197, 2002.
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1
  • 19
    • 0347963789 scopus 로고    scopus 로고
    • GTM:the generative topographic mapping
    • Christopher M. Bishop, Markus Svensén, and Christopher K. I. Williams. GTM:the generative topographic mapping. Neural Computation, 10(1):215-234, 1998.
    • (1998) Neural Computation , vol.10 , Issue.1 , pp. 215-234
    • Bishop, C.M.1    Svensén, M.2    Williams, C.K.I.3
  • 21
    • 1842805157 scopus 로고    scopus 로고
    • Scalable test problems for evolutionary multi-objective optimization
    • Computer Engineering and Networks Laboratory (TIK),Swiss Federal Institute of Technology (ETH)
    • Kalyanmoy Deb, Lothar Thiele, Marco Laumanns, and Eckart Zitzler. Scalable test problems for evolutionary multi-objective optimization. Technical Report 112, Computer Engineering and Networks Laboratory (TIK),Swiss Federal Institute of Technology (ETH), 2001.
    • (2001) Technical Report , vol.112
    • Deb, K.1    Thiele, L.2    Laumanns, M.3    Zitzler, E.4
  • 22
    • 18544378429 scopus 로고    scopus 로고
    • Yaochu Jin, editor. Number 167 in Studies in Fuzziness and Soft Computing. Springer, Berlin Heidelberg
    • Yaochu Jin, editor. Knowledge Incorporation in Evolutionary Computation. Number 167 in Studies in Fuzziness and Soft Computing. Springer, Berlin Heidelberg, 2004.
    • (2004) Knowledge Incorporation in Evolutionary Computation


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.