Massively Parallel Evolutionary Computation on GPGPUs

• Corporate Author: SpringerLink (Online service)
• Other Authors: Tsutsui, Shigeyoshi (Editor), Collet, Pierre (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Series: Natural Computing Series,
• Subjects: Computer science.; Computer organization.; Computers.; Artificial intelligence.; Computational intelligence.; Electrical engineering.; Computer Science.; Artificial Intelligence (incl. Robotics).; Computational Intelligence.; Theory of Computation.; Computer Systems Organization and Communication Networks.; Electrical Engineering.

Evolutionary algorithms (EAs) are metaheuristics that learn from natural collective behavior and are applied to solve optimization problems in domains such as scheduling, engineering, bioinformatics, and finance. Such applications demand acceptable solutions with high-speed execution using finite co...