Title :
A Novel Hardware Implementation of the Compact Genetic Algorithm
Author :
Moreno-Armendáriz, Marco A. ; Cruz-Cortés, Nareli ; León-Javier, Alejandro
Author_Institution :
Centro de Investig. en Comput., Inst. Politec. Nac., Mexico City, Mexico
Abstract :
In this paper we show a novel and efficient design of a compact Genetic Algorithm (cGA) in Hardware. This design presents the following features: modularity, concurrency, minimal resource consumption, real time execution, and high scalability properties. According to the obtained results, we show that it is viable to have this search algorithm in Hardware to be used in real time applications.
Keywords :
genetic algorithms; hardware-software codesign; compact genetic algorithm; concurrency; hardware implementation; minimal resource consumption; modularity; real time execution; search algorithm; Compact Genetic Algorithm; FPGA design;
Conference_Titel :
Reconfigurable Computing and FPGAs (ReConFig), 2010 International Conference on
Conference_Location :
Quintana Roo
Print_ISBN :
978-1-4244-9523-8
Electronic_ISBN :
978-0-7695-4314-7
DOI :
10.1109/ReConFig.2010.54
