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

Keywords

Related Articles

Indirect Control of Corporations: Analysis and Simulations

This paper is devoted to indirect control in corporate shareholding networks. This topic is important in financial economics. Since shareholding size does not actually reflect an investor’s power-control in corporate sha...

On the Non-Symmetric Nash and Kalai-Smorodinsky Bargaining Solutions

Recently in some negotiation application areas the usual assumption that the negotiators are symmetric has been relaxed. In particular, weights have been introduced to the Nash Bargaining Solution to reflect the differe...

A Transfer Line Balancing Problem by Heuristic Methods: Industrial Case Studies

The paper deals with the problem of optimal configuration of a type of transfer lines which are equipped with transfer machines. Such machines perform operations with standard modular spindle heads which are activated se...

Application of Fuzzy Based VIKOR Approach for Multi-Attribute Group Decision Making (MAGDM): A Case Study in Supplier Selection

In today’s competitive global markets, selection of a potential supplier plays an important role to cut production costs as well as material costs of the company. This leads to successful survival and sustainability in a...

Coordinating Contracts in SCM: A Review of Methods and Literature

Supply chain coordination through contracts has been a burgeoning area of re- search in recent years. In spite of rapid development of research, there are only a few structured analyses of assumptions, methods, and appli...

Download PDF file
  • EP ID EP165189
  • DOI 10.7494/dmms.2010.4.2.29
  • Views 125
  • Downloads 0

How To Cite

Jerzy Mikulik, Mirosław Zajdel (2010). Ant Algorithm for AP-N Aimed at Optimization of Complex Systems. Decision Making in Manufacturing and Services, 4(1), 29-36. https://europub.co.uk./articles/-A-165189