ARTIFICIAL INTELLIGENCE IN HIGHWAY LOCATION AND ALIGNMENT OPTIMIZATION : APPLICATIONS OF GENETIC ALGORITHMS IN SEARCHING, EVALUATING, AND OPTIMIZING HIGHWAY LOCATION AND ALIGNMENTS
Min-Wook Kang, Paul Schonfeld
Informasi Umum
Kode
24.01.1323
Klasifikasi
625.7 - Road Engineering
Jenis
Buku - Circulation (Dapat Dipinjam)
Subjek
Road Engineering Aspects, Mathematical Models, Highway Planning, Artificial Intelegence
No. Rak
13b
Dilihat
22 kali
Informasi Lainnya
Abstraksi
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.
625.7 KAN a
Koleksi & Sirkulasi
Tersedia 1 dari total 1 Koleksi
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Pengarang
| Nama | Min-Wook Kang, Paul Schonfeld |
| Jenis | Perorangan |
| Penyunting | |
| Penerjemah |
Penerbit
| Nama | World Scientific |
| Kota | Singapura |
| Tahun | 2021 |
Sirkulasi
| Harga sewa | IDR 0,00 |
| Denda harian | IDR 1.000,00 |
| Jenis | Sirkulasi |
