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- W4366999534 abstract "This paper proposes a novel population-based meta-heuristic optimization algorithm, called Perfectionism Search Algorithm (PSA), which is based on the psychological aspects of perfectionism. The PSA algorithm takes inspiration from one of the most popular model of perfectionism, which was proposed by Hewitt and Flett. During each iteration of the PSA algorithm, new solutions are generated by mimicking different types and aspects of perfectionistic behavior. In order to have a complete perspective on the performance of PSA, the proposed algorithm is tested with various nonlinear optimization problems, through selection of 35 benchmark functions from the literature. The generated solutions for these problems, were also compared with 11 well-known meta-heuristics which had been applied to many complex and practical engineering optimization problems. The obtained results confirm the high performance of the proposed algorithm in comparison to the other well-known algorithms." @default.
- W4366999534 created "2023-04-27" @default.
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- W4366999534 date "2023-04-22" @default.
- W4366999534 modified "2023-10-17" @default.
- W4366999534 title "Perfectionism Search Algorithm (PSA): An Efficient Meta-Heuristic Optimization Approach" @default.
- W4366999534 doi "https://doi.org/10.48550/arxiv.2304.11486" @default.
- W4366999534 hasPublicationYear "2023" @default.
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