Smart Delivery Systems: Solving Complex Vehicle Routing Problems

ISBN-13: 9780128157152 / Angielski / Miękka / 2019 / 290 str.

Jakub Nalepa

Spis treści

1. Complexity in Real-Life Transportation Problems

Part 1: Rich Vehicle Routing Problems: Challenges and Algorithms 2. Economic and Environmental Impacts 3. Serial and Parallel Algorithms 4. Metaheuristic Algorithms 5. Bio-Inspired Algorithms 6. Hybrid Algorithms 7. Heuristic Algorithms 8. Benchmarks

Part 2: Smart Delivery Systems: Challenges, Algorithms, and Applications 9. Machine Learning 10. Advanced Data Analysis 11. Parallelizing 12. Smart Delivery Systems Practical Applications

O autorze

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.