Ant algorithms for a time and space constrained assembly line balancing problem
Keywords: artificial intelligence, production, metaheuristics, manufacturing
Abstract
The present article focuses on the application of a procedure based on ant colonies to solve an assembly line balancing problem. After an introduction to assembly line problems, the problem under study is presented: the Time and Space constrained Assembly Line Balancing Problem (TSALBP); and a basic model of one of its variants is put forward for study. Subsequently, an ant algorithm is presented that incorporates some ideas that have offered good results with simple balancing problems. Finally, the validity of the proposed algorithms is tested by means of a computational experience with reference instances, and the conclusions of the study are presented.
Más información
Título de la Revista: | EUROPEAN JOURNAL OF OPERATIONAL RESEARCH |
Volumen: | 177 |
Número: | 3 |
Editorial: | ELSEVIER SCIENCE BV |
Fecha de publicación: | 2007 |
Página de inicio: | 2016 |
Página final: | 2032 |
Idioma: | English |
DOI: |
10.1016/j.ejor.2005.12.017 |
Notas: | WOS Core Collection ISI Scopus |