On the performance assessment and comparison of stochastic multiobjective optimizers

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1141, Issue , 1996, Pages 584-593

  Fonseca, Carlos M ^a   Fleming, Peter J ^a  

^a UNIVERSITY OF SHEFFIELD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

GENETIC ALGORITHMS; MULTIOBJECTIVE OPTIMIZATION; STOCHASTIC SYSTEMS; TESTING;

MULTIOBJECTIVE OPTIMIZERS; NON-PARAMETRIC; NON-PARAMETRIC STATISTICAL TESTS; ORDINAL DATA; PERFORMANCE ASSESSMENT; RELATIVE PERFORMANCE; STATISTICAL PERFORMANCE;

PROBLEM SOLVING;

EID: 84958962366     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-61723-X_1022     Document Type: Conference Paper

References (5)

1. C. M. Fonseca and P. J. Fleming, "An overview of evolutionary algorithms in multiobjective optimization," Evolutionary Computation, vol. 3, pp. 1-16, Spring 1995.
2. W. J. Conover, ed., Practical Nonparametric Statistics. New York: Wiley, 1971.
3. C. M. Fonseca, Multiobjective Genetic Algorithms with Application to Control Engineering Problems. PhD thesis, University of Sheffield, 1995.
4. C. M. Fonseca and P. J. Fleming, "Multiobjective optimal controller design with genetic algorithms," in Proc. IEE Control'94 International Conference, vol. 1, (Warwick, U.K.), pp. 745-749, 1994.
5. C. M. Fonseca and P. J. Fleming, "Multiobjective genetic algorithms made easy: Selection, sharing and mating restriction," in First IEE//IEEE International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications, (Sheffield, UK), pp. 45-52, The Institution of Electrical Engineers, 1995.