Smart Delivery Systems: Solving Complex Vehicle Routing Problems (Intelligent Data-Centric Systems) - Softcover

Softcover

ISBN 10: 0128157151 ISBN 13: 9780128157152

Publisher: Elsevier, 2019

Synopsis

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.

• Emphasizes both sequential and parallel algorithms
• Uniquely combines methods and algorithms, real-life applications, and parallel computing
• Includes recommendations on how to choose between different methods for solving applications
• Provides learning aids, end of chapter references, bibliography, worked examples and exercises

About this title

About the Author

Jakub Nalepa is an Assistant Professor in the Department of Automatic Control, Electronics and Computer Science at Silesian University of Technology. His interdisciplinary research encompasses academic and industry applications for vehicle routing optimization, machine learning, evolutionary algorithms, pattern recognition, and parallel computing.

From the Back Cover

Route scheduling is a critical component in transportation and supply chain management. The consequences of improperly designed and implemented algorithms can result in efficiency & economic loss, consumer dissatisfaction, environmental pollution, and traffic congestion. Smart Delivery Systems helps address this issue and plays an increasingly pivotal role in transit planning and package delivery as they help solve complex, discrete, and very constrained optimization problems.

Gathering together in one place various experts and approaches into one reference, Smart Delivery Systems: Optimizing 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, using practical applications for designing new algorithms to real-life scenarios.

Edition details

• Publisher: Elsevier
• Publication date: 2019
• Language: English
• ISBN 10: 0128157151
• ISBN 13: 9780128157152
• Binding: Paperback
• Edition number: 1
• Number of pages: 290
• Editor: Nalepa Jakub