Artificial intelligence in highway location and alignment optimization (Record no. 97833)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04043nam a2200409 a 4500 |
| 001 - CONTROL NUMBER | |
| control field | 00011059 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200906s2020 si ob 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789813272811 |
| -- | (ebook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | (hbk.) |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 625.725028563 |
| 100 1# - AUTHOR NAME | |
| Author | Kang, Min-Wook. |
| 245 10 - TITLE STATEMENT | |
| Title | Artificial intelligence in highway location and alignment optimization |
| Sub Title | applications of genetic algorithms in searching, evaluating, and optimizing highway location and alignments / |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Singapore : |
| Publisher | World Scientific, |
| Year of publication | 2020. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 1 online resource (xii, 276 p.) |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | About the authors -- Overview of highway location and alignment optimization problem. Introduction. Highway cost and constraints. Review of artificial intelligence-based models for optimizing highway location and alignment design -- Highway alignment optimization with genetic algorithms. Modeling highway alignments with GAs. Highway alignment optimization formulation. Constraint handling for evolutionary algorithms. Highway alignment optimization through feasible gates. Prescreening and repairing in highway alignment optimization -- Optimizing Simple highway networks : an extension of genetic algorithms-based highway alignment optimization. Overview of discrete network design problems. Bi-level highway alignment optimization within a small highway network. Bi-level HAO model application example -- Highway alignment optimization model applications and extensions. HAO Model application in maryland brookeville bypass project. HAO model application in US 220 project in Maryland. HAO model application to Maryland ICC project. Related developments and extensions -- Appendices. Notation used in the monograph. Traffic inputs to the HAO model for the icc case study -- References -- Index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "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"--Publisher's website. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Design and construction |
| -- | Mathematical models. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Mathematical models. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Engineering applications. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Schonfeld, Paul. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://www.worldscientific.com/worldscibooks/10.1142/11059#t=toc |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Roads |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Highway planning |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Genetic algorithms. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Artificial intelligence |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Mathematical optimization. |
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