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- W3176593762 abstract "AbstractEngineering optimization problems often need to solve constrained optimization, and many methods have been proposed to solve constrained optimization problems over the past few years. Constraint-handling is one of the major concerns when solving constrained optimization problems. This paper presents a new constraint-handling method, which reform inequation constraint as equation constraint without any parameter. In addition, we adopt the penalty function method to balance objective and constraints, and solved unconstrained optimization by heuristic method named novel global harmony search algorithm (NGHS). The NGHS algorithm utilizes position updating and mutation strategy with low probability. After solving two engineering optimization problems, the results demonstrated that the constraint-handing technique is effective, and it can be an efficient alternative on solving constrained optimization problems.KeywordsEngineering optimizationConstrained optimizationConstraint-handingPenalty function methodNovel global harmony search algorithm" @default.
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- W3176593762 date "2021-01-01" @default.
- W3176593762 modified "2023-10-17" @default.
- W3176593762 title "Inequation Constraint-Handling Technique and Applications in Engineering Optimization" @default.
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- W3176593762 doi "https://doi.org/10.1007/978-3-030-70665-4_170" @default.
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