A Binary Whale Algorithm Applied to Knapsack Problem
Keywords: Combinatorial optimization; Metaheuristics; Multidimensional knapsack problem
Abstract
Combinatorial and particularly combinatorial NP-hard problems are of importance and interest in operations research. Therefore, the design of efficient algorithms that address these combinatorial problems are applied research lines with interesting potential. Inspired by the above, this article designs a binarization method so that continuous metaheuristics can solve combinatorial problems. The binarization method uses the concept of percentile. This percentile method is applied to the firefly algorithm. The multidimensional backpack problem (MKP) was used to verify our algorithm.
Más información
| Título según SCOPUS: | A Binary Whale Algorithm Applied to Knapsack Problem |
| Título de la Revista: | Lecture Notes in Networks and Systems |
| Volumen: | 231 |
| Editorial: | Springer Science and Business Media Deutschland GmbH |
| Fecha de publicación: | 2021 |
| Página final: | 474 |
| Idioma: | English |
| DOI: |
10.1007/978-3-030-90321-3_38 |
| Notas: | SCOPUS |