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arxiv: 1710.04036 · v1 · pith:U54BNR2Bnew · submitted 2017-10-11 · 💻 cs.NE

Porcellio scaber algorithm (PSA) for solving constrained optimization problems

classification 💻 cs.NE
keywords optimizationalgorithmconstrainedproblemsporcellioresultsscaberalgorithms
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In this paper, we extend a bio-inspired algorithm called the porcellio scaber algorithm (PSA) to solve constrained optimization problems, including a constrained mixed discrete-continuous nonlinear optimization problem. Our extensive experiment results based on benchmark optimization problems show that the PSA has a better performance than many existing methods or algorithms. The results indicate that the PSA is a promising algorithm for constrained optimization.

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