Ant Algorithm for AP-N Aimed at Optimization of Complex Systems
Journal Title: Decision Making in Manufacturing and Services - Year 2010, Vol 4, Issue 1
Abstract
Assignment Problem (AP), which is well known combinatorial problem, has been studied extensively in the course of many operational and technical researches. It has been shown to be NP-hard for three or more dimensions and a few non-deterministic methods have been proposed to solve it. This paper pays attention on new heuristic search method for the n-dimensional assignment problem, based on swarm intelligence and comparing results with those obtained by other scientists. It indicates possible direction of solutions of problems and presents a way of behaviour using ant algorithm for multidimensional optimization complex systems. Results of researches in the form of computational simulations outcomes are presented.
Authors and Affiliations
Jerzy Mikulik, Mirosław Zajdel
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