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Record 49 from Compendex for: ((meybodi) WN All fields), 1790-2007
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49. Parallel hardware implementation of Cellular Learning Automata based Evolutionary Computing (CLA-EC) on FPGA
Hariri, Arash (Amirkabir University of Technology); Rastegar, Reza; Zamani, Morteza Saheb; Meybodi, Mohammad R. Source: Proceedings - 13th Annual IEEE Symposium on Field-Programmable Custom Computing Machines, FCCM 2005, v 2005, Proceedings - 13th Annual IEEE Symposium on Field-Programmable Custom Computing Machines, FCCM 2005, 2005, p 311-314
Conference: 13th Annual IEEE Symposium on Field-Programmable Custom Computing Machines, FCCM 2005, Apr 18-20 2005, Napa, CA, United States Sponsor: IEEE Comput. Soc. Technical Committee on Comput. Architecture
Publisher: Institute of Electrical and Electronics Engineers Computer Society


Abstract: The CLA-EC is a model obtained by combining the concepts of cellular learning automata and evolutionary algorithms. The parallel structure of the CLA-EC makes it suitable for hardware-based applications including evolvable hardware, In this paper, based on the SIMD model, a parallel architecture is proposed and implemented on FPGA. Simulation results show that the proposed architecture can solve optimization problems thousands times faster than the sequential implementations. © 2005 IEEE.
(11 refs.)

Ei controlled terms:
Automata theory  -  Evolutionary algorithms  -  Parallel processing systems  -  Mathematical models  -  Field programmable gate arrays  -  Optimization  -  Computer simulation

Classification Code:   
721.1 Computer Theory, Includes Formal Logic, Automata Theory, Switching Theory, Programming Theory  -  723 Computer Software, Data Handling and Applications  -  722.4 Digital Computers & Systems  -  921 Applied Mathematics  -  721.2 Logic Elements  -  921.5 Optimization Techniques  -  723.5 Computer Applications

Database: Compendex

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