Tabu Search Based Hybrid Meta-Heuristic Approaches for Schedule-Based Production Cost Minimization Problem for the Case of Cable Manufacturing Systems


Daneshdoost F., Hajiaghaei-Keshteli M., Şahin R., Niroomand S.

INFORMATICA, no.3, pp.1-24, 2022 (SCI-Expanded)

  • Publication Type: Article / Article
  • Publication Date: 2022
  • Doi Number: 10.15388/21-infor471
  • Journal Name: INFORMATICA
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus, Academic Search Premier, Compendex, INSPEC, zbMATH
  • Page Numbers: pp.1-24
  • Gazi University Affiliated: Yes

Abstract

This paper models and solves the scheduling problem of cable manufacturing industries that minimizes the total production cost, including processing, setup, and storing costs. Two hybrid meta-heuristics, which combine simulated annealing and variable neighbourhood search algorithms with tabu search algorithm, are proposed. Applying some case-based theorems and rules, a special initial solution with optimal setup cost is obtained for the algorithms. The computational experiments, including parameter tuning and final experiments over the benchmarks obtained from a real cable manufacturing factory, show superiority of the combination of tabu search and simulated annealing comparing to the other proposed hybrid and classical meta-heuristics.