Search bias in ant colony optimization: on the role of competition-balanced systems

Abstract

One of the problems encountered when applying ant colony optimization (ACO) to combinatorial optimization problems is that the search process is sometimes biased by algorithm features such as the pheromone model and the solution construction process. Sometimes this bias is harmful and results in a decrease in algorithm performance over time, which is called… (More)
DOI: 10.1109/TEVC.2004.841688

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