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Implementation issues in optimization algorithms: do they matter?

Authors :
Yuezhong Wu
Weichen Liu
Raymond Chiong
Thomas Weise
Source :
Journal of Experimental & Theoretical Artificial Intelligence. 31:533-554
Publication Year :
2019
Publisher :
Informa UK Limited, 2019.

Abstract

Two factors that have a major impact on the performance of an optimization method are (1) formal algorithm specifications and (2) practical implementations. The impact of the latter is typically ig...

Subjects

Subjects :
021103 operations research
Theoretical computer science
Optimization algorithm
Computer science
0211 other engineering and technologies
Lin–Kernighan heuristic
02 engineering and technology
Travelling salesman problem
Theoretical Computer Science
Artificial Intelligence
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Implementation
Software

Details

ISSN :
13623079 and 0952813X
Volume :
31
Database :
OpenAIRE
Journal :
Journal of Experimental & Theoretical Artificial Intelligence
Accession number :
edsair.doi...........aa3f84ac2ddc8bb0a59df23816577148
Full Text :
https://doi.org/10.1080/0952813x.2019.1574908
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