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

Allocating Pooled Inventory According to Contributions and Entitlements

Inventory pooling, whether by centralization of stock or by mutual assistance, is known to be beneficial when demands are uncertain. But when the retailers are independent, the question is how to divide the benefits of p...

Advances in Cone-Based Preference Modeling for Decision Making with Multiple Criteria

Decision making with multiple criteria requires preferences elicited from the decision maker to determine a solution set. Models of preferences, that follow upon the concept of nondominated solutions introduced by Yu (19...

A Distributed Decision-Support System for Virtual Prototyping

Virtual Prototyping (VP) is a data-driven design process that promotes both knowledge reuse and innovation. High-profile applications in the automotive and aerospace industries have demonstrated its potential to signific...

Balancing Bilinearly Interfering Elements

Many decisions in various fields of application have to take into account the joined effects of two elements that can interfere with each other. This happens for example in Medicine (synergic or antagonistic drugs ), in...

Corrigendum to ”Neighbourhood Properties in Some Single Processor Scheduling Problem with Variable Efficiency and Additional Resources”

Amendment to [Decision Making in Manufacturing and Services, vol. 5 (1–2), 2011, pp. 5–17

Download PDF file
  • EP ID EP165189
  • DOI 10.7494/dmms.2010.4.2.29
  • Views 123
  • 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