Integration of AI and Operational Research OR techniques for computer-aided algorithmic design in the vehicle routing domain

Integration of AI and Operational Research OR techniques for computer-aided algorithmic design in the vehicle routing domain

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Article ID: iaor19901046
Country: United Kingdom
Volume: 41
Issue: 6
Start Page Number: 517
End Page Number: 525
Publication Date: Jun 1990
Journal: Journal of the Operational Research Society
Authors: ,
Keywords: artificial intelligence
Abstract:

This paper shows how tools and techniques of artificial intelligence can be successfully integrated into a computer system working in the vehicle routing domain. The aim of this system, called ALTO, is to facilitate the development of routing algorithms for transportation vehicles. In this paper, the authors describe the general algorithmic framework and the rich interface provided by the system to the expert algorithm designer. They also introduce a methodology for acquiring useful knowledge in the domain, based on examples of successful and unsuccessful problem-solving strategies. With such knowledge, ALTO would then be capable of actively supporting the algorithm designer by suggesting good candidate algorithms for solving new problems.

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