Smart delivery systems solving complex vehicle routing problems / edited by Jakub Nalepa, series editor Fatox Xhafa.
| Other author | Nalepa, Jakub. |
| Format | Electronic |
| Publication Info | Amsterdam : Elsevier, [2020] |
| Description | xiv, 276 pages : illustrations ; 23 cm. |
| Supplemental Content | Full text available from eBook - Social Sciences 2019 |
| Subjects |
| Series | Intelligent data centric systems Intelligent data centric systems. ^A1334749 |
| Contents | Current and emerging formulations and models of real-life rich vehicle routing problems / Jacek Widuch -- On a road to optimal fleet routing algorithms : a gentle introduction to the state-of-the-art / Pawel Gora, Dominika Bankiewicz, Katarzyna Karnas, Wojciech Kaźmierczak, Michal Kutwin, Przemyslaw Perkowski, Szymon Plotka, Anna Szczurek, and Damian Zięba -- Exact algorithms for solving rich vehicle routing problems / Miroslaw Blocho -- Heuristics, metaheuristics, and hyperheuristics for rich vehicle routing problems / Miroslaw Blocho -- Hybrid algorithms for rich vehicle routing problems : a survey / Rajeev Kr. Goel and Sandhya Rani Bansal -- Parallel algorithms for solving rich vehicle routing problems / Miroslaw Blocho -- Where machine learning meets smart delivery systems / Jakub Nalepa -- How to assess your Smart Delivery System? / Luis A.A. Meira, Paulo S. Martins, Mauro Menzori, and Guilherme A. Zeni -- Practical applications of smart delivery systems / Tomasz Jastrzab and Agata Buchcik. |
| Abstract | "Smart Delivery Systems: Solving Complex Vehicle Routing Problems examines both exact and approximate methods for delivering optimal solutions to rich vehicle routing problems, showing both the advantages and disadvantages of each approach. It shows how to apply machine learning and advanced data analysis techniques to improve routing systems, familiarizing readers with the concepts and technologies used in successfully implemented delivery systems. The book explains both the latest theoretical and practical advances in intelligent delivery and scheduling systems and presents practical applications for designing new algorithms for real-life scenarios."-- Publisher's website. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2019956026 |
| ISBN | 9780128157152 (paperback) |
| ISBN | 0128157151 (paperback) |
| ISBN | (electronic) |
| ISBN | (electronic) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |