Flow shop scheduling with earliness, tardiness, and intermediate inventory holding costs

Flow shop scheduling with earliness, tardiness, and intermediate inventory holding costs

0.00 Avg rating0 Votes
Article ID: iaor20052149
Country: United States
Volume: 51
Issue: 3
Start Page Number: 407
End Page Number: 445
Publication Date: Apr 2004
Journal: Naval Research Logistics
Authors: , ,
Keywords: flowshop, work-in progress
Abstract:

We consider the problem of scheduling customer orders in a flow shop with the objective of minimizing the sum of tardiness, earliness (finished goods inventory holding), and intermediate (work-in-process) inventory holding costs. We formulate this problem as an integer program, and based on approximate solutions to two different, but closely related, Dantzig–Wolfe reformulations, we develop heuristics to minimize the total cost. We exploit the duality between Dantzig–Wolfe reformulation and Lagrangian relaxation to enhance our heuristics. This combined approach enables us to develop two different lower bounds on the optimal integer solution, together with intuitive approaches for obtaining near-optimal feasible integer solutions. To the best of our knowledge, this is the first paper that applies column generation to a scheduling problem with different types of strongly NP-hard pricing problems which are solved heuristically. The computational study demonstrates that our algorithms have a significant speed advantage over alternate methods, yield good lower bounds, and generate near-optimal feasible integer solutions for problem instances with many machines and a realistically large number of jobs.

Reviews

Required fields are marked *. Your email address will not be published.