메뉴 건너뛰기




Volumn 4403 LNCS, Issue , 2007, Pages 141-155

FastPGA: A dynamic population sizing approach for solving expensive multiobjective optimization problems

Author keywords

Evolutionary algorithms; Fast convergence; Multiobjective optimization; Pareto optimally

Indexed keywords

COMPUTATIONAL EFFICIENCY; CONSTRAINED OPTIMIZATION; CONVERGENCE OF NUMERICAL METHODS; MULTIOBJECTIVE OPTIMIZATION; PARETO PRINCIPLE; PROBLEM SOLVING;

EID: 37249055061     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-70928-2_14     Document Type: Conference Paper
Times cited : (51)

References (16)
  • 5
    • 33745454026 scopus 로고    scopus 로고
    • Evaluating the epsilon-Domination Based Multi-Objective Evolutionary Algorithm for a Quick Computation of Pareto-Optimal Solutions
    • Deb, K., M. Mohan and S. Mishra. (2005). "Evaluating the epsilon-Domination Based Multi-Objective Evolutionary Algorithm for a Quick Computation of Pareto-Optimal Solutions." Evolutionary Computation 13(4), 501-525.
    • (2005) Evolutionary Computation , vol.13 , Issue.4 , pp. 501-525
    • Deb, K.1    Mohan, M.2    Mishra, S.3
  • 7
    • 31744437433 scopus 로고    scopus 로고
    • ParEGO: A hybrid algorithm with on-line landscape approximation for expensive multiobjective optimization problems
    • Knowles, J., (2006). "ParEGO: a hybrid algorithm with on-line landscape approximation for expensive multiobjective optimization problems," IEEE Transactions on Evolutionary Computation 10(1), 50-66.
    • (2006) IEEE Transactions on Evolutionary Computation , vol.10 , Issue.1 , pp. 50-66
    • Knowles, J.1
  • 8
    • 84901404865 scopus 로고    scopus 로고
    • The Pareto Archived Evolution Strategy: A New Baseline Algorithm for Multiobjective Optimization
    • Washington, D.C, July, IEEE Service Center, pp
    • Knowles, J. and D. Corne. (1999). "The Pareto Archived Evolution Strategy: A New Baseline Algorithm for Multiobjective Optimization." Proceedings of the 1999 Congress on Evolutionary Computation (CEC'1999), Washington, D.C., July 1999, IEEE Service Center, pp. 98-105.
    • (1999) Proceedings of the 1999 Congress on Evolutionary Computation (CEC'1999) , pp. 98-105
    • Knowles, J.1    Corne, D.2
  • 9
    • 0035694098 scopus 로고    scopus 로고
    • Evolutionary algorithm with dynamic population size and local exploration for multi-objective optimization
    • Tan, K. C., T.H. Lee, and E.F. Khor. (2001). "Evolutionary algorithm with dynamic population size and local exploration for multi-objective optimization," IEEE Transactions on Evolutionary Computation 5(6), 565-588.
    • (2001) IEEE Transactions on Evolutionary Computation , vol.5 , Issue.6 , pp. 565-588
    • Tan, K.C.1    Lee, T.H.2    Khor, E.F.3
  • 10
    • 0034201456 scopus 로고    scopus 로고
    • Multiobjective Evolutionary Algorithms: Analyzing the State-of-the-Art
    • I -26
    • Van Veldhuizen, D.A., and G.B. Lamont. (2000). "Multiobjective Evolutionary Algorithms: Analyzing the State-of-the-Art," Evolutionary Computation, 7(3), I -26.
    • (2000) Evolutionary Computation , vol.7 , Issue.3
    • Van Veldhuizen, D.A.1    Lamont, G.B.2
  • 12
    • 0037803437 scopus 로고    scopus 로고
    • Dynamic multiobjective evolutionary algorithm: Adaptive cell-based rank and density estimation
    • Yen, G.G. and H. Lu (2003). "Dynamic multiobjective evolutionary algorithm: adaptive cell-based rank and density estimation," IEEE Transactions on Evolutionary Computations 7(3), 253-274.
    • (2003) IEEE Transactions on Evolutionary Computations , vol.7 , Issue.3 , pp. 253-274
    • Yen, G.G.1    Lu, H.2
  • 13
    • 0033318858 scopus 로고    scopus 로고
    • Multiobjective Evolutionary Algorithms: A Comparative Study and Strength Pareto Approach
    • Zitzler, E. and L. Thiele. (1999). "Multiobjective Evolutionary Algorithms: A Comparative Study and Strength Pareto Approach." IEEE Transactions on Evolutionary Computation 3(4), 257-271.
    • (1999) IEEE Transactions on Evolutionary Computation , vol.3 , Issue.4 , pp. 257-271
    • Zitzler, E.1    Thiele, L.2
  • 14
    • 37249026588 scopus 로고    scopus 로고
    • Zitzler, E., M. Laumanns and L. Thiele. (2001). SPEA2: Improving the Strength Pareto Evolutionary Algorithm. Technical Report 103, Computer Engineering and Networks Laboratory (TIK), Swiss Federal Institute of Technology (ETH) Zurich, Gloriastrasse 35, CH-8092 Zurich, Switzerland.
    • Zitzler, E., M. Laumanns and L. Thiele. (2001). "SPEA2: Improving the Strength Pareto Evolutionary Algorithm." Technical Report 103, Computer Engineering and Networks Laboratory (TIK), Swiss Federal Institute of Technology (ETH) Zurich, Gloriastrasse 35, CH-8092 Zurich, Switzerland.
  • 15
    • 0034199979 scopus 로고    scopus 로고
    • Comparison of Multiobjective Evolutionary Algorithms: Empirical Results
    • Zitzler, E., K. Deb and L. Thiele. (2000). "Comparison of Multiobjective Evolutionary Algorithms: Empirical Results." Evolutionary Computation 8(2), 173-195.
    • (2000) Evolutionary Computation , vol.8 , Issue.2 , pp. 173-195
    • Zitzler, E.1    Deb, K.2    Thiele, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.