Title :
The TOC-Based Algorithm for Solving Multiple Constraint Resources: A Re-examination
Author :
Jun-Qiang Wang ; Zhong-Tian Zhang ; Jian Chen ; Yin-Zhou Guo ; Shuo Wang ; Shu-Dong Sun ; Ting Qu ; Huang, George Q.
Author_Institution :
Performance Anal. Center of Production & Oper. Syst. (PacPos), Northwestern Polytech. Univ., Xian, China
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.
Keywords :
analytic hierarchy process; constraint theory; production management; resource allocation; AHP/TOC; analytic hierarchy process; integrated heuristic approach; multiple constraint resources solution; multiple constraints resource product mix problem; product mix adjustment approach; product priority ranking approach; theory of constraints; Heuristic algorithm; product mix optimization; theory of constraints (TOC);
Journal_Title :
Engineering Management, IEEE Transactions on
DOI :
10.1109/TEM.2013.2264830