Learning to select operators in meta-heuristics: An integration of Q-learning into the iterated greedy algorithm for the permutation flowshop scheduling problem

Author:

Karimi-Mamaghan MaryamORCID,Mohammadi MehrdadORCID,Pasdeloup BastienORCID,Meyer Patrick

Publisher

Elsevier BV

Subject

Information Systems and Management,Management Science and Operations Research,Modeling and Simulation,General Computer Science,Industrial and Manufacturing Engineering

Reference84 articles.

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3. Population-based tabu search with evolutionary strategies for permutation flow shop scheduling problems under effects of position-dependent learning and linear deterioration;Arık;Soft computing,2020

4. Fast heuristics for minimizing the makespan in non-permutation flow shops;Benavides;Computers & Operations Research,2018

5. Machine learning for combinatorial optimization: A methodological tour d’horizon;Bengio;European journal of operational research,2021

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