ARTIFICIAL INTELLIGENCE IN HIGHWAY LOCATION SELECT & ALIGN: Applications of Genetic Algorithms in Searching, Evaluating, and Optimizing Highway Location and Alignments - Hardcover

Kang Min-Wook

 
9789813272804: ARTIFICIAL INTELLIGENCE IN HIGHWAY LOCATION SELECT & ALIGN: Applications of Genetic Algorithms in Searching, Evaluating, and Optimizing Highway Location and Alignments
Hardcover
ISBN 10: 9813272805 ISBN 13: 9789813272804
Verlag: World Scientific, 2020

Inhaltsangabe

This monograph provides a comprehensive overview of methods for searching, evaluating, and optimizing highway location and alignments using genetic algorithms (GAs), a powerful Artificial Intelligence (AI) technique. It presents a two-level programming structure to deal with the effects of varying highway location on traffic level changes in surrounding road networks within the highway location search and alignment optimization process. In addition, the proposed method evaluates environmental impacts as well as all relevant highway costs associated with its construction, operation, and maintenance. The monograph first covers various search methods, relevant cost functions, constraints, computational efficiency, and solution quality issues arising from optimizing the highway alignment optimization (HAO) problem. It then focuses on applications of a special-purpose GA in the HAO problem where numerous highway alignments are generated and evaluated, and finally the best ones are selected based on costs, traffic impacts, safety, energy, and environmental considerations. A review of other promising optimization methods for the HAO problem is also provided in this monograph.

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Verlag
World Scientific
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
9813272805
ISBN 13 
9789813272804
Einband
Gebundene Ausgabe
Anzahl der Seiten
290
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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