Jakub Nalepa
Smart Delivery Systems
Solving Complex Vehicle Routing Problems
Paperback Engels 2019 9780128157152
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
Specificaties
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Inhoudsopgave
<p>1. Complexity in Real-Life Transportation Problems</p> <p>Part 1: Rich Vehicle Routing Problems: Challenges and Algorithms<br>2. Economic and Environmental Impacts<br>3. Serial and Parallel Algorithms<br>4. Metaheuristic Algorithms <br>5. Bio-Inspired Algorithms<br>6. Hybrid Algorithms<br>7. Heuristic Algorithms<br>8. Benchmarks</p> <p>Part 2: Smart Delivery Systems: Challenges, Algorithms, and Applications<br>9. Machine Learning<br>10. Advanced Data Analysis<br>11. Parallelizing<br>12. Smart Delivery Systems Practical Applications</p>
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