The invention of CMOS amplifiers using genetic programming and current-flow analysis
This paper introduces an automated circuit design system for the evolution and subsequent invention of CMOS amplifiers. The proposed system relies on a mix of genetic programming and a new topology-independent design optimization method referred to as current-flow analysis. Genetic programming evolv...
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Veröffentlicht in: | IEEE transactions on computer-aided design of integrated circuits and systems 2002-11, Vol.21 (11), p.1237-1252 |
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description | This paper introduces an automated circuit design system for the evolution and subsequent invention of CMOS amplifiers. The proposed system relies on a mix of genetic programming and a new topology-independent design optimization method referred to as current-flow analysis. Genetic programming evolves new circuit topologies from the collection of primitive devices and basic building blocks. Current-flow analysis screens and corrects circuits using topology-independent design rules. Experimental results show a promising improvement on the design of operational amplifiers that make the automated analog design environment using genetic programming a lot more practical. |
doi_str_mv | 10.1109/TCAD.2002.804109 |
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The proposed system relies on a mix of genetic programming and a new topology-independent design optimization method referred to as current-flow analysis. Genetic programming evolves new circuit topologies from the collection of primitive devices and basic building blocks. Current-flow analysis screens and corrects circuits using topology-independent design rules. Experimental results show a promising improvement on the design of operational amplifiers that make the automated analog design environment using genetic programming a lot more practical.</description><identifier>ISSN: 0278-0070</identifier><identifier>EISSN: 1937-4151</identifier><identifier>DOI: 10.1109/TCAD.2002.804109</identifier><identifier>CODEN: ITCSDI</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Amplifiers ; Analog circuits ; Automated ; Automatic programming ; Circuit design ; Circuit synthesis ; Circuit topology ; CMOS ; Design engineering ; Design optimization ; Evolution (biology) ; Genetic algorithms ; Genetic programming ; Genetics ; Inventions ; Operational amplifiers ; Optimization methods ; Programming</subject><ispartof>IEEE transactions on computer-aided design of integrated circuits and systems, 2002-11, Vol.21 (11), p.1237-1252</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. 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subjects | Amplifiers Analog circuits Automated Automatic programming Circuit design Circuit synthesis Circuit topology CMOS Design engineering Design optimization Evolution (biology) Genetic algorithms Genetic programming Genetics Inventions Operational amplifiers Optimization methods Programming |
title | The invention of CMOS amplifiers using genetic programming and current-flow analysis |
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