An Optimization Algorithm Based on Bateria Behavior
Keywords: traveling salesman problem, Bacterial conjugation, Evolving Systems
Abstract
Paradigms based on competition have shown to be useful for solving difficult problems. In this paper we present a new approach for solving hard problems using a collaborative philosophy. A collaborative philosophy can produce paradigms as interesting as the ones found in algorithms based on a competitive philosophy. Furthermore we show that the performace - in problems associated to explosive combinatorial- is comparable to the performance obtained using a classic evolutive approach.
Más información
Título de la Revista: | International Journal of Artificial Intelligence and Applications |
Volumen: | 5 |
Número: | 5 |
Editorial: | AIRCC Publishing Corporation |
Fecha de publicación: | 2014 |
Página de inicio: | 53 |
Página final: | 64 |
Idioma: | Engish |