Simheuristic algorithm for a stochastic parallel machine scheduling problem with periodic re-planning assessment

This paper addresses a parallel machine scheduling problem with non-anticipatory family setup times and batching, considering the task’s stochastic processing times and release dates. The problem arises from a real-life ship scheduling problem in the oil and gas industry. We developed an Iterated Gr...

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Bibliographic Details
Published in:	Annals of operations research Vol. 320; no. 2; pp. 547 - 572
Main Authors:	Abu-Marrul, Victor, Martinelli, Rafael, Hamacher, Silvio, Gribkovskaia, Irina
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.01.2023 Springer Springer Nature B.V
Subjects:	Algorithms Business and Management Combinatorics Computer simulation Confidence intervals Decision making Expected values Heuristic methods Industrial development Industrial equipment Iterative methods Mathematical optimization Methods Monte Carlo simulation Operations research Operations Research/Decision Theory Original Research Parameters Resource allocation Risk analysis Risk assessment Scheduling (Management) Statistical analysis Strategy Task scheduling Theory of Computation Uncertainty Brazil Simulation-optimization Offshore resource management Parallel machine scheduling Family scheduling Batch scheduling
ISSN:	0254-5330, 1572-9338
Online Access:	Get full text
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