Dominance measures for multi-objective simulated annealing

Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004

Volumn 1, Issue , 2004, Pages 23-30

  Smith, Kevin I ^a   Everson, Richard M ^a   Fieldsend, Jonathan E ^a  

^a UNIVERSITY OF EXETER   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

PERTURBATION SCALING; SIMULATED ANNEALING (SA); SINGLE OBJECTIVE FUNCTIONS;

ALGORITHMS; ANNEALING; FUNCTIONS; MATHEMATICAL MODELS; OPTIMIZATION; PROBLEM SOLVING;

CONVERGENCE OF NUMERICAL METHODS;

EID: 4344580203     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (19)

1. S. Kirkpatrick, C.D. Gelatt, and M.P. Vecchi, "Optimization by simulated annealing," Science, vol. 220, pp. 671-680, 1983.
2. S. Geman and D. Geman, "Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 6, pp. 721-741, 1984.
3. C.A.C Coello, "A Comprehensive Survey of Evolutionary-Based Multiobjective Optimization Techniques," Knowledge and Information Systems. An International Journal, vol. 1, no. 3, pp. 269-308, 1999.
4. D. Van Veldhuizen and G. Lament, "Multiobjective Evolutionary Algorithms: Analyzing the State-of-the-Art," Evolutionary Computation, vol. 8, no. 2, pp. 125-147, 2000.
5. P. Engrand, "A multi-objective approach based on simulated annealing and its application to nuclear fuel management," in 5th International Conference on Nuclear Engineering, Nice, France, 1997, pp. 416-423.
6. P. Czyżak and A. Jaszkiewicz, "Pareto simulated annealing - a meta-heuristic technique for multiple-objective combinatorial optimization," Journal of Multi-Criteria Decision Analysis, vol. 7, pp. 34-47, 1998.
7. D.K. Nam and C.H. Park, "Multiobjective simulated annealing: a comparative study to evolutionary algorithms," Int. J. Fuzzy Systems, vol. 2, no. 2, pp. 87-97, 2000.
8. M. Hapke, A. Jaszkiewicz, and R. Slowinski, "Pareto simulated annealing for fuzzy multi-objective combinatorial optimization," Journal of Heuristics, vol. 6, no. 3, pp. 329-345, 2000.
9. A. Suppapitnarm, K.A. Seffen, G.T. Parks, and P.J. Clarkson, "A simulated annealing algorithm for multiobjective optimization," Engineering Optimization, vol. 33, pp. 59-85, 2000.
10. P. Serafini, "Simulated annealing for multiobjective optimization problems., in Multiple criteria decision making. Expand and enrich the domains of thinking and application, 1994, pp. 283-292.
11. E.L. Ulungu, J. Teghaem, Ph. Fortemps, and D. Tuyttens, "Mosa method: a tool for solving multiobjective combinatorial decision problems, " J. multi-criteria decision analysis, vol. 8, pp. 221-236, 1999.
12. I. Das and J. Dennis, "A closer look at drawbacks of minimizing weighted sums of objectives for pareto set generation in multicriteria optimization problems," Structural Optimization, vol. 14, no. 1, pp. 63-69, 1997.
13. M. Fleischer, "The measure of Pareto optima: Applications to multiobjective metaheuristics," Tech. Rep. CSHCN TR 2002-17, CSHCN, University of Maryland, 2002.
14. D. Greening, "Simulated annealing with inaccurate costs functions," in Proceedings of the IMACS International Congress of Mathematics and Computer Science, Trinity College, Dublin, 1993.
15. J.E. Fieldsend, R.M. Everson, and S. Singh, "Using Unconstrained Elite Archives for Multi-Objective Optimisation," IEEE Transactions on Evolutionary Computation, vol. 7, no. 3, pp. 305-323, 2003.
16. E. Zitzler, Evolutionary Algorithms for Multiobjective Optimization: Methods and Applications, Ph.D. thesis, Swiss Federal Institute of Technology Zurich (ETH), 1999, Diss ETH No. 13398.
17. V. Grunet da Fonseca, C.M. Fonseca, and A.O. Hall, "Inferential Performance Assessment of Stochastic Optimisers and the Attainment Function," in First International Conference on Evolutionary Multi-Criterion Optimization, E. Zitzler, K. Deb, L. Thiele, C.A.C. Coello, and D. Come, Eds., pp. 213-225. Springer-Verlag. Lecture Notes in Computer Science No. 1993, 2001.
18. K. Deb, L. Thiele, M. Laumanns, and E. Zitzler, "Scalable multiobjective optimization test problems," in Congress on Evolutionary Computation (CEC'2002), 2002, vol. 1, pp. 825-830.
19. K. Deb, S. Agrawal, A. Pratap, and T. Meyarivan, "A Fast Elitist NonDominated Sorting Genetic Algorithm for Multi-Objective Optimization: NSGA-II," in Proceedings of Parallel Problem Solving from Nature PPSN VI. 2000, pp. 849-858, Springer.