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Performance Evaluation of ATC based Greedy Heuristic Algorithms in Scheduling Diffusion Furnace in Wafer Fabrication

Publication Type : Journal Article

Publisher : Journal of Information Optimization Sciences.

Source : Journal of Information & Optimization Sciences, Volume 37, Number 5, p.717-762 (2016)

Campus : Bengaluru

School : School of Business

Department : Business

Year : 2016

Abstract : His study addresses the scheduling of a Batch Processing Machine (BPM) with incompatible job-families, dynamic job-arrivals, and non-agreeable release times & due dates with the objective of minimizing total weighted tardiness (TWT). First we propose a mixed integer linear programming model (MILP) for the research problem. Due to the computational intractability in getting optimal solution for large scale real-life sized problems, we propose nine variants of Apparent Tardiness Cost (ATC) based greedy heuristic algorithms (GHA). From the series of computational experiments carried out it is observed that out of nine ATC based GHA, two proposed variants of ATC based GHA consistently performing better than other variants of ATC based GHA in comparison with an estimated optimal solution.

Cite this Research Publication : Vimala Rani M and Mathirajan, M., “Performance Evaluation of ATC based Greedy Heuristic Algorithms in Scheduling Diffusion Furnace in Wafer Fabrication”, Journal of Information & Optimization Sciences, vol. 37, pp. 717-762, 2016.

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