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Benchmarking MATLAB's gamultiobj (NSGA-II) on the Bi-objective BBOB-2016 Test Suite
- Source :
- GECCO '16 Companion Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion, GECCO 2016-Genetic and Evolutionary Computation Conference, GECCO 2016-Genetic and Evolutionary Computation Conference, Jul 2016, Denver, CO, United States. pp.1233-1239, ⟨10.1145/2908961.2931706⟩, GECCO 2016-Genetic and Evolutionary Computation Conference, Jul 2016, Denver, CO, United States. ACM, GECCO '16 Companion Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion, pp.1233-1239, 〈10.1145/2908961.2931706〉, GECCO (Companion)
- Publication Year :
- 2016
- Publisher :
- HAL CCSD, 2016.
-
Abstract
- International audience; In this paper, we benchmark a variant of the well-known NSGA-II algorithm of Deb et al. on the biobjective bbob-biobj test suite of the Comparing Continuous Optimizers platform COCO. To this end, we employ the implementation of MATLAB's gamultiobj toolbox with its default settings and a population size of 100.
- Subjects :
- [ MATH.MATH-OC ] Mathematics [math]/Optimization and Control [math.OC]
Computer science
0102 computer and information sciences
02 engineering and technology
Benchmarking
[INFO.INFO-NE]Computer Science [cs]/Neural and Evolutionary Computing [cs.NE]
computer.software_genre
01 natural sciences
Toolbox
010201 computation theory & mathematics
Black-box optimization
0202 electrical engineering, electronic engineering, information engineering
Test suite
Bi objective
Benchmark (computing)
020201 artificial intelligence & image processing
Data mining
[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]
[ INFO.INFO-NE ] Computer Science [cs]/Neural and Evolutionary Computing [cs.NE]
Bi-objective optimization
MATLAB
computer
computer.programming_language
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- GECCO '16 Companion Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion, GECCO 2016-Genetic and Evolutionary Computation Conference, GECCO 2016-Genetic and Evolutionary Computation Conference, Jul 2016, Denver, CO, United States. pp.1233-1239, ⟨10.1145/2908961.2931706⟩, GECCO 2016-Genetic and Evolutionary Computation Conference, Jul 2016, Denver, CO, United States. ACM, GECCO '16 Companion Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion, pp.1233-1239, 〈10.1145/2908961.2931706〉, GECCO (Companion)
- Accession number :
- edsair.doi.dedup.....a7d8a31136923388057407113887d5fe
- Full Text :
- https://doi.org/10.1145/2908961.2931706⟩