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Dataset on a Benchmark for Equality Constrained Multi-objective Optimization.


ABSTRACT: In this Data in Brief, we provide the source code for the equality constrained multi-objective optimization benchmark problems EqDTLZ 1-4 and EqIDTLZ 1-2 proposed in the research article "A Benchmark for Equality Constrained Multi-objective Optimization" [1]. Further, we provide the codes for the multi-objective evolutionary algorithms NSGA-II, NSGA-III, aNSGA-III, GDE3, MOEA/D/D and PPS and their numerical approximations on the above mentioned test functions. All codes are provided in Matlab using the PlatEMO classes version 2.0 in order to test different algorithms.

SUBMITTER: Cuate O 

PROVIDER: S-EPMC6994572 | biostudies-literature | 2020 Apr

REPOSITORIES: biostudies-literature

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Dataset on a Benchmark for Equality Constrained Multi-objective Optimization.

Cuate Oliver O   Uribe Lourdes L   Lara Adriana A   Schütze Oliver O  

Data in brief 20200111


In this Data in Brief, we provide the source code for the equality constrained multi-objective optimization benchmark problems EqDTLZ 1-4 and EqIDTLZ 1-2 proposed in the research article "<i>A Benchmark for Equality Constrained Multi-objective Optimization"</i> [1]. Further, we provide the codes for the multi-objective evolutionary algorithms NSGA-II, NSGA-III, aNSGA-III, GDE3, MOEA/D/D and PPS and their numerical approximations on the above mentioned test functions. All codes are provided in Ma  ...[more]

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