Metaheuristics on Graphics Processing Units

Covering hybrid metaheuristics, parallel and distributed metaheuristics, and single-solution metaheursistics, Metaheuristics on Graphics Processing Units deftly explains how to design effective metaheuristics on GPUs for optimization and machine learning problems. Real-world examples and case studies, along with problems and solutions, demonstrate how metaheuristics are applied to such fields as telecommunication, logistics, and transportation. The veteran authors provide a complete background of metaheuristics and GPU that enables undergraduate and postgraduate students as well as engineers to design and deploy powerful algorithms to solve complex optimization problems in a diverse range of applications.

Product details

• Authors: El-ghazali Talbi
• Publisher: Wiley, John and Sons Ltd
• Languages: English
• Product format: Hardback
• Released: 28.01.2026
• EAN: 9781118616260
• ISBN: 978-1-118-61626-0
• No. of pages: 450
• Series: Wiley Series on Parallel and Distributed Computing; Wiley Series on Parallel and Distributed Computing
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; Mathematik, Informatik, Optimierung, Optimization, Mathematics, computer science, Metaheuristik, Electrical & Electronics Engineering, Elektrotechnik u. Elektronik, Numerische Methoden u. Algorithmen, Numerical Methods & Algorithms, Visualization & Computer Graphics, Visualisierung u. Computergraphik, Graphikprozessor