Tardiness Minimization on a Flexible Job Shop: A Tabu Search Approach

C. R. Scrich, V. A. Armentano and M. Laguna
Journal of Intelligent Manufacturing, vol. 15, no. 1, pp. 103-115 (2004)

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Abstract

This paper addresses the problem of scheduling jobs in a flexible job shop with the objective of minimizing total tardiness. The flexible job shop differs from the classical job shop in that each of the operations associated with a job can be processed on any of a set of alternative machines. Two heuristics based on tabu search are developed for this problem: a hierarchical procedure and a multiple start procedure. The procedures use dispatching rules to obtain an initial solution and then search for improved solutions in neighborhoods generated by the critical paths of the jobs in a disjunctive graph representation. Diversification strategies are also implemented and tested. The outcomes of extensive computational results are reported.

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