The TOC-based algorithm for solving multiple constraint resources: A re-examination

Jun Qiang Wang, Zhong Tian Zhang, Jian Chen, Yin Zhou Guo, Shuo Wang, Shu Dong Sun, Ting Qu, George Q. Huang

Research output: Journal article publicationJournal articleAcademic researchpeer-review

16 Citations (Scopus)

Abstract

In a previous paper in this journal named The TOC-Based Algorithm for Solving Multiple Constraint Resources, Ray considered an integrated heuristic approach named AHP/TOC comprising the analytic hierarchy process (AHP) and theory of constraints (TOC) in a multiple constraints resource product mix problem. This paper gives three typical examples and points out that the proposed approach would not generate the optimal solution. Furthermore, the reasons are analyzed in terms of the ranking approach of product priority using AHP and the adjustment approach of product mix after a new bottleneck has been identified. We clarify the cases under which the AHP/TOC method can and cannot output the optimal solution. Finally, some possible improvements are given.

Original languageEnglish
Article number6530722
Pages (from-to)138-146
Number of pages9
JournalIEEE Transactions on Engineering Management
Volume61
Issue number1
DOIs
Publication statusPublished - Feb 2014
Externally publishedYes

Keywords

  • Heuristic algorithm
  • product mix optimization
  • theory of constraints (TOC)

ASJC Scopus subject areas

  • Strategy and Management
  • Electrical and Electronic Engineering

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