Building algorithm portfolios for memetic algorithms

Building algorithm portfolios for memetic algorithms

The present study introduces an automated mechanism to build algorithm portfolios for memetic algorithms. The objective is to determine an algorithm set involving combinations of crossover, mutation and local search operators based on their past performance. The past performance is used to cluster a...

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Bibliographic Details
Main Authors: MISIR, Mustafa, HANDOKO, Stephanus Daniel, LAU, Hoong Chuin
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2014
Subjects:
Artificial Intelligence and Robotics
Theory and Algorithms
Online Access:https://ink.library.smu.edu.sg/sis_research/2665
https://ink.library.smu.edu.sg/context/sis_research/article/3665/viewcontent/BuildingAlgorPortfoliosMemeticAlgor_2014.pdf
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Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/sis_research/2665
https://ink.library.smu.edu.sg/context/sis_research/article/3665/viewcontent/BuildingAlgorPortfoliosMemeticAlgor_2014.pdf

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