This handbook delves into the rapidly evolving field of artificial intelligence and optimization, focusing on the intersection of machine learning, combinatorial optimization, and real-world applications in transportation and network design.
Covering an array of topics from classical optimization problems such as the Traveling Salesman Problem and the Knapsack Problem, to modern techniques including advanced heuristic methods, Generative Adversarial Networks, and Variational Autoencoders, this book provides a roadmap for solving complex problems. The included case studies showcase practical implementations of algorithms in predicting route sequences, traffic management, and eco-friendly transportation.
This comprehensive guide is essential for researchers, practitioners, and students interested in AI and optimization. Whether you are a researcher seeking standard approaches or a professional looking for practical solutions to industry challenges, this book offers valuable insights into modern AI algorithms.
| ISBN: | 9783031782619 |
| Publication date: | 14th March 2025 |
| Author: | Carlos A S Oliveira, P M Pardalos |
| Publisher: | Springer an imprint of Springer Nature Switzerland |
| Format: | Hardback |
| Pagination: | 257 pages |
| Series: | Springer Optimization and Its Applications |
This handbook delves into the rapidly evolving field of artificial intelligence and optimization, focusing on the intersection of machine learning, combinatorial optimization, and real-world applications in transportation and network design. Covering an array of topics from classical optimization problems such as the Traveling Salesman Problem and the Knapsack Problem, to modern techniques including advanced heuristic methods, Generative Adversarial Networks, and Variational Autoencoders, this book provides a roadmap for solving complex problems.
Hardback. £161.99, down from the £179.99 cover price. Not Available.
Handbook of Artificial Intelligence and Data Sciences for Routing Problems was written by Carlos A S Oliveira, P M Pardalos and published by Springer an imprint of Springer Nature Switzerland
Handbook of Artificial Intelligence and Data Sciences for Routing Problems has 257 pages
Yes it is part of Springer Optimization and Its Applications series
£161.99, reduced from £179.99. Not Available.