Optimization Algorithms

AI Techniques for Design, Planning, and Control Problems

von Alaa Khamis

536 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

From the Back Cover: Optimization Algorithms: AI techniques for design, planning, and control problems explores the AI algorithms that determine the most efficient routes, optimal designs, and solve other logistical issues. Dive into the exciting world of classical problems like the Travelling Salesman Problem and the Knapsack Problem, as well as cutting-edge modern implementations like graph search methods, metaheuristics and machine learning. Discover how to use these algorithms in real-world situations, with in-depth case studies on assembly line balancing, fitness planning, rideshare dispatching, routing and more. Plus, get hands-on experience with practical exercises to optimize and scale the performance of each algorithm. About the reader: For AI practitioners familiar with the Python language.

• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9781633438835
• Sprache: Englisch
• Erscheinungsdatum: 10.09.2024
• Größe: 232 x 186 mm
• Verlag: Manning Publications