Instance-specific selection of AOS methods for solving combinatorial optimisation problems via neural networks

Instance-specific selection of AOS methods for solving combinatorial optimisation problems via neural networks

Solving combinatorial optimization problems using a fixed set of operators has been known to produce poor quality solutions. Thus, adaptive operator selection (AOS) methods have been proposed. But, despite such effort, challenges such as the choice of suitable AOS method and configuring it correctly...

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Bibliographic Details
Main Authors: TENG, Teck Hou (DENG Dehao), LAU, Hoong Chuin, GUNAWAN, Aldy
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2018
Subjects:
Artificial Intelligence and Robotics
Operations Research, Systems Engineering and Industrial Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/4285
https://ink.library.smu.edu.sg/context/sis_research/article/5288/viewcontent/LION_2018___Instance_Specific_Selection_of_AOS_Methods_for_Solving_Combinatorial_Optimisation_Problems_via_Neural_Network.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/4285
https://ink.library.smu.edu.sg/context/sis_research/article/5288/viewcontent/LION_2018___Instance_Specific_Selection_of_AOS_Methods_for_Solving_Combinatorial_Optimisation_Problems_via_Neural_Network.pdf

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