The Solution of Combinatorial Optimization Problems Based on Reinforcement Learning

Proceedings of the 2017 International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence - ISMSI '17 ◽

10.1145/3059336.3059342 ◽

2017 ◽

Author(s):

Hiroki Nakajima ◽

Hitoshi Iima

Keyword(s):

Reinforcement Learning ◽

Combinatorial Optimization ◽

Optimization Problems ◽

Combinatorial Optimization Problems

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Decentralized and Partially Decentralized Reinforcement Learning for Distributed Combinatorial Optimization Problems

2010 Ninth International Conference on Machine Learning and Applications ◽

10.1109/icmla.2010.64 ◽

2010 ◽

Author(s):

Omkar Tilak ◽

Snehasis Mukhopadhyay

Keyword(s):

Reinforcement Learning ◽

Combinatorial Optimization ◽

Optimization Problems ◽

Combinatorial Optimization Problems

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Metaheuristic Framework Introducing the Concept of Reinforcement Learning for Combinatorial Optimization Problems

Transactions of the Institute of Systems Control and Information Engineers ◽

10.5687/iscie.32.79 ◽

2019 ◽

Vol 32 (2) ◽

pp. 79-86

Author(s):

Hiroki Nakajima ◽

Hitoshi Iima

Keyword(s):

Reinforcement Learning ◽

Combinatorial Optimization ◽

Optimization Problems ◽

Combinatorial Optimization Problems

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Proposal of Tabu Search Based Multi-Point Search Method for Multi-Objective Combinatorial Optimization Problems

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.134.466 ◽

2014 ◽

Vol 134 (3) ◽

pp. 466-467

Author(s):

Shuhei Takamura ◽

Kenichi Tamura ◽

Keiichiro Yasuda

Keyword(s):

Combinatorial Optimization ◽

Tabu Search ◽

Optimization Problems ◽

Search Method ◽

Multi Objective ◽

Combinatorial Optimization Problems ◽

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Probabilistic Analysis of Combinatorial Optimization Problems on Hypergraph Matchings

10.21236/ada566882 ◽

2012 ◽

Author(s):

Pavlo Krokhmal

Keyword(s):

Combinatorial Optimization ◽

Probabilistic Analysis ◽

Optimization Problems ◽

Combinatorial Optimization Problems

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Effective anytime algorithm for multiobjective combinatorial optimization problems

Information Sciences ◽

10.1016/j.ins.2021.02.074 ◽

2021 ◽

Vol 565 ◽

pp. 210-228

Author(s):

Miguel Ángel Domínguez-Ríos ◽

Francisco Chicano ◽

Enrique Alba

Keyword(s):

Combinatorial Optimization ◽

Optimization Problems ◽

Anytime Algorithm ◽

Multiobjective Combinatorial Optimization ◽

Combinatorial Optimization Problems

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A parallel implementation of Boltzmann machine solving combinatorial optimization problems

Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan) ◽

10.1109/ijcnn.1993.714362 ◽

2005 ◽

Author(s):

J. Nang ◽

K. Matsuo

Keyword(s):

Combinatorial Optimization ◽

Optimization Problems ◽

Parallel Implementation ◽

Boltzmann Machine ◽

Combinatorial Optimization Problems

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On local optima in multiobjective combinatorial optimization problems

Annals of Operations Research ◽

10.1007/s10479-007-0230-0 ◽

2007 ◽

Vol 156 (1) ◽

pp. 83-97 ◽

Author(s):

Luis Paquete ◽

Tommaso Schiavinotto ◽

Thomas Stützle

Keyword(s):

Combinatorial Optimization ◽

Optimization Problems ◽

Local Optima ◽

Multiobjective Combinatorial Optimization ◽

Combinatorial Optimization Problems

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A linear programming based heuristic framework for min-max regret combinatorial optimization problems with interval costs

Computers & Operations Research ◽

10.1016/j.cor.2016.12.010 ◽

2017 ◽

Vol 81 ◽

pp. 51-66 ◽

Author(s):

Lucas Assunção ◽

Thiago F. Noronha ◽

Andréa Cynthia Santos ◽

Rafael Andrade

Keyword(s):

Linear Programming ◽

Combinatorial Optimization ◽

Optimization Problems ◽

Combinatorial Optimization Problems

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Heuristic procedures for solving combinatorial optimization problems in transportation

Transportation Research ◽

10.1016/0041-1647(76)90009-5 ◽

1976 ◽

Vol 10 (6) ◽

pp. 377-378 ◽

Author(s):

Heiner Müller-Merbach

Keyword(s):

Combinatorial Optimization ◽

Optimization Problems ◽

Combinatorial Optimization Problems ◽

Heuristic Procedures

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Knowledge-based approach for dimensionality reduction solving repetitive combinatorial optimization problems

Expert Systems with Applications ◽

10.1016/j.eswa.2021.115502 ◽

2021 ◽

pp. 115502

Author(s):

Qing Wang

Keyword(s):

Combinatorial Optimization ◽

Dimensionality Reduction ◽

Optimization Problems ◽

Combinatorial Optimization Problems ◽

Knowledge Based

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