首页    期刊浏览 2025年02月26日 星期三
登录注册

文章基本信息

  • 标题:RECYCLING SOLUTIONS FOR VERTEX COLORING HEURISTICS
  • 本地全文:下载
  • 作者:Yasutaka Uchida ; Kaito Yajima ; Kazuya Haraguchi
  • 期刊名称:日本オペレーションズ・リサーチ学会論文誌
  • 印刷版ISSN:0453-4514
  • 电子版ISSN:2188-8299
  • 出版年度:2021
  • 卷号:64
  • 期号:3
  • 页码:184-202
  • DOI:10.15807/jorsj.64.184
  • 语种:English
  • 出版社:Japan Science and Technology Information Aggregator, Electronic
  • 摘要:The vertex coloring problem is a well-known NP-hard problem and has many applications in operations research and in scheduling. A conventional approach to the problem solves the k-colorability problem iteratively, decreasing k one by one. Whether a heuristic algorithm finds a legal k-coloring quickly or not is largely affected by an initial solution. We highlight a simple initial solution generator, which we call the recycle method, which makes use of the legal (k+1)-coloring that has been found. An initial solution generated by the method is expected to guide a heuristic algorithm to find a legal k-coloring more quickly than conventional methods, as demonstrated by experimental studies. The results suggest that the recycle method should be used as the standard initial solution generator for both local search algorithms and modern hybrid methods.
  • 关键词:Scheduling;vertex coloring problem;heuristics;initial solution;warm start
国家哲学社会科学文献中心版权所有