Advanced Intelligence Methods for Data Science and Optimization

352 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

Advanced Intelligence Methods for Data Science and Optimization covers the latest research trends and applications of AI topics such as deep learning, reinforcement learning, evolutionary algorithms, Bayesian optimization, and swarm intelligence. The book is a comprehensive guide that provides readers with theoretical concepts and case studies for applying advanced intelligence methods to real-world problems. Authored by a team of renowned experts in the field, the book offers a holistic approach to understanding and applying intelligence methods across various domains.It explores the fundamental concepts of data science and optimization, providing a strong foundation for readers to build upon, and will be a welcomed resource for AI researchers, data scientists, engineers, and developers on key topics such as evolutionary optimization techniques, reinforcement learning, Natural Language Processing, Bayesian optimization, advanced analytics for large-scale data, fuzzy logic, quantum computing, graph theory, convex optimization, differential evolution, and more.

• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9780443289408
• Sprache: Englisch
• Erscheinungsdatum: 04.09.2026
• Größe: 278 x 213 mm
• Verlag: Elsevier Science
• Herausgegeben von: Levente Kovacs, Amir Hossein Gandomi, Seyedali Mirjalili