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Gandomi, Amir H.
ISA transactions, 07/2014, Letnik: 53, Številka: 4Journal Article
This paper presents the interior search algorithm (ISA) as a novel method for solving optimization tasks. The proposed ISA is inspired by interior design and decoration. The algorithm is different from other metaheuristic algorithms and provides new insight for global optimization. The proposed method is verified using some benchmark mathematical and engineering problems commonly used in the area of optimization. ISA results are further compared with well-known optimization algorithms. The results show that the ISA is efficiently capable of solving optimization problems. The proposed algorithm can outperform the other well-known algorithms. Further, the proposed algorithm is very simple and it only has one parameter to tune. •A new idea for global optimization is proposed inspired from interior design and decoration.•Two different search mechanisms, composition optimization and mirror search, are introduced.•The algorithm has only one parameter to tune which is tuned using three different strategies.•The algorithm is used to solve several unconstrained and constrained benchmark problems.•The obtained results compared with the results of other algorithms presented in the literature.
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Leto | Faktor vpliva | Izdaja | Kategorija | Razvrstitev | ||||
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JCR | SNIP | JCR | SNIP | JCR | SNIP | JCR | SNIP |
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