A Binary Whale Algorithm Applied to Knapsack Problem

Moraga, Paola; VALENZUELA-GRAINDORGE, PAMELA ELIZABET; ALTIMIRAS-GONZALEZ, FRANCISCO JAVIER; LOPEZ-QUIJADA, LUIS; RUBIO-LEON, JOSE MIGUEL

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: ID SCOPUS_ID:85120668382 Not found in local SCOPUS DB
Título de la Revista: Lecture Notes in Networks and Systems
Volumen: 231 LNNS
Fecha de publicación: 2021
Página de inicio: 465
Página final: 474
DOI:

10.1007/978-3-030-90321-3_38

Notas: SCOPUS