Designing a portfolio of parameter configurations for online algorithm selection

Designing a portfolio of parameter configurations for online algorithm selection

Algorithm portfolios seek to determine an effective set of algorithms that can be used within an algorithm selection framework to solve problems. A limited number of these portfolio studies focus on generating different versions of a target algorithm using different parameter configurations. In this...

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Bibliographic Details
Main Authors: GUNAWAN, Aldy, LAU, Hoong Chuin, MISIR, Mustafa
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2015
Subjects:
Artificial intelligence
Combinatorial optimization
Design of experiments
OptimizationParameter estimation
Problem solving
Simulated annealing
Tabu search
Traveling salesman problem
Artificial Intelligence and Robotics
Operations Research, Systems Engineering and Industrial Engineering
Theory and Algorithms
Online Access:https://ink.library.smu.edu.sg/sis_research/2851
https://ink.library.smu.edu.sg/context/sis_research/article/3851/viewcontent/DesignPortfolioParameterConfigOnlineAlgor_2015_AAAI.pdf
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Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/sis_research/2851
https://ink.library.smu.edu.sg/context/sis_research/article/3851/viewcontent/DesignPortfolioParameterConfigOnlineAlgor_2015_AAAI.pdf

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