Title :
An extended library of hardware modules for genetic algorithms, with applications to DNA sequence matching
Author :
Ramaswamy, Harish ; Purdy, Carla
Author_Institution :
Dept. of Electr. & Comput. Eng., Cincinnati Univ., Cincinnati, OH
Abstract :
Genetic algorithms (GAs) are intelligent search techniques based on the theory of evolution. Software GAs typically require a long processing time. The inherent parallelism in GAs motivates their implementation in hardware. This project extends an existing library of GA hardware modules and performs a comparative analysis of performance for various module choices. A sample architecture developed using the modules is applied to DNA sequence alignment and its performance is compared with the standard software algorithm ClustalW.
Keywords :
biocomputing; genetic algorithms; DNA sequence matching; hardware modules extended library; software algorithm ClustalW; software genetic algorithms; Application software; Computer architecture; DNA; Genetic algorithms; Hardware; Performance analysis; Sequences; Software libraries; Software standards; Standards development;
Conference_Titel :
Circuits and Systems, 2008. MWSCAS 2008. 51st Midwest Symposium on
Conference_Location :
Knoxville, TN
Print_ISBN :
978-1-4244-2166-4
Electronic_ISBN :
1548-3746
DOI :
10.1109/MWSCAS.2008.4616773