Design Of Electronic Circuits Using Parallel Genetic Algorithms

An electronic circuit design based on Parallel Genetic Algorithm (PGA) is presented in this paper. The design uses SPICE Simulation Program with Integrated Circuit Emphasis to evaluate the circuit performance and compare it to the requirements. A Parallel Genetic Algorithm is designed and implemente...

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Published in:I-Manager's Journal on Electronics Engineering Vol. 4; no. 4; pp. 15 - 20
Main Authors: A. Abdala, Mohammed, AlCherchefchi, Ali Usam
Format: Journal Article
Language:English
Published: Nagercoil iManager Publications 15.08.2014
Subjects:
CMOS
Genetic algorithms
Integrated circuits
ISSN:2229-7286, 2249-0760
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Abstract An electronic circuit design based on Parallel Genetic Algorithm (PGA) is presented in this paper. The design uses SPICE Simulation Program with Integrated Circuit Emphasis to evaluate the circuit performance and compare it to the requirements. A Parallel Genetic Algorithm is designed and implemented on a group of desktop PCs running Windows XP nd and connected together using a standard Ethernet office network. The PGA is used in the design of several circuits, 2nd order active Low Pass Filters, a 6th order active LPF, (Low Pass Filter) and a CMOS (Complementary Metal Oxide Semiconductor) operational amplifier. The result shows the excellent extraction of circuit performance characteristics from the SPICE for different circuit types and also the importance of the algorithm increases as the complexity of the circuit increases. The parallelization achieved a speedup of about (19) times faster than a sequential implementation by using (20) processors. Further speedup is expected if more processors are used. The system is implemented using the C++ programming language.
AbstractList An electronic circuit design based on Parallel Genetic Algorithm (PGA) is presented in this paper. The design uses SPICE Simulation Program with Integrated Circuit Emphasis to evaluate the circuit performance and compare it to the requirements. A Parallel Genetic Algorithm is designed and implemented on a group of desktop PCs running Windows XP nd and connected together using a standard Ethernet office network. The PGA is used in the design of several circuits, 2nd order active Low Pass Filters, a 6th order active LPF, (Low Pass Filter) and a CMOS (Complementary Metal Oxide Semiconductor) operational amplifier. The result shows the excellent extraction of circuit performance characteristics from the SPICE for different circuit types and also the importance of the algorithm increases as the complexity of the circuit increases. The parallelization achieved a speedup of about (19) times faster than a sequential implementation by using (20) processors. Further speedup is expected if more processors are used. The system is implemented using the C++ programming language.
Author A. Abdala, Mohammed
AlCherchefchi, Ali Usam
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Cites_doi 10.1007/978-1-4615-4369-5
10.1142/3904
10.1201/9781420041590
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Copyright Copyright iManager Publications Jun-Aug 2014
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CorporateAuthor College Information Engineering, Nahrain University, Baghdad, Iraq
Associate Professor, College of Information Engineering, Nahrain University, Baghdad, Iraq
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  ident: ref3
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Snippet An electronic circuit design based on Parallel Genetic Algorithm (PGA) is presented in this paper. The design uses SPICE Simulation Program with Integrated...
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Integrated circuits
Title Design Of Electronic Circuits Using Parallel Genetic Algorithms
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