Location of Repository

Maintenance Scheduling by using the Bi-Criterion Algorithm of Preferential Anti-Pheromone

By Aristidis VLACHOS and Triantafyllos MYTAKIDIS

Abstract

This paper presents the solution for the Thermal Generator Maintenance Scheduling Problem, using a bi-criterion Ant Colony Optimization Algorithm called Preferential Anti-pheromone (PAP). This method allows the “agents” of an ant colony to deposit a small amount of pheromone trail to every path that has been used, to construct the potential solutions, but also to give extra emphasis to the best solution found at the end of an iteration of the algorithm. In the same time that good solutions are being investigated from the agents, bad solutions are examined too, with the aim to avoid short-term poor solutions and lead to long-term good and, respectively, global best solutions. In this way, through the iterations of the algorithm, we end up to the final solutions. The algorithm is applied to a real-scale problem, and further investigation is being made so as to find the best possible solution

Topics: Thermal Generator, Maintenance Scheduling, Ant Colony Optimization, Ant Colony System, Preferential Anti-Pheromone., Science (General), Q1-390, Science, Q, DOAJ:Science (General), DOAJ:Science General
Publisher: AcademicDirect
Year: 2008
OAI identifier: oai:doaj.org/article:eaa9f183b517411082788bff356922d2
Journal:
Download PDF:
Sorry, we are unable to provide the full text but you may find it at the following location(s):
  • https://doaj.org/toc/1583-0233 (external link)
  • http://ljs.academicdirect.org/... (external link)
  • https://doaj.org/article/eaa9f... (external link)
  • Suggested articles


    To submit an update or takedown request for this paper, please submit an Update/Correction/Removal Request.