An Optimization Algorithm Based on Bacteria Behavior

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 performance -in problems associated to explosive combinatorial -is comparable to the performance obtained using a classic evolutive approach.