Dissertation

GAJDA Zbyšek. Evolutionary Approach to Synthesis and Optimization of Ordinary and Polymorphic Circuits. Brno: Department of Computer Systems FIT BUT, 2011.
Publication language:english
Original title:Evolutionary Approach to Synthesis and Optimization of Ordinary and Polymorphic Circuits
Title (cs):Evoluční přístup k syntéze a optimalizaci běžných a polymorfních obvodů
Pages:92
Place:Brno, CZ
Year:2011
Publisher:Department of Computer Systems FIT BUT
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Keywords
Polymorphic gate, polymorphic circuit, digital circuit design, evolutionary design, evolutionary
optimization, Cartesian Genetic Programming.
Annotation
This thesis deals with the evolutionary design and optimization of ordinary and polymorphic circuits. New extensions of Cartesian Genetic Programming (CGP) that allow reducing of the computational time and obtaining more compact circuits are proposed and evaluated. Second part of the thesis is focused on new methods for synthesis of polymorphic circuits. Proposed methods, based on polymorphic binary decision diagrams and polymorphic multiplexing, extend the ordinary circuit representations with the aim of including polymorphic gates. In order to reduce the number of gates in circuits synthesized using proposed methods, an evolutionary optimization based on CGP is implemented and evaluated. The implementations of polymorphic circuits optimized by CGP represent the best known solutions if the number of gates is considered as the target criterion.
BibTeX:
@PHDTHESIS{
   author = {Zbyšek Gajda},
   title = {Evolutionary Approach to Synthesis and Optimization of
	Ordinary and Polymorphic Circuits},
   pages = {92},
   year = {2011},
   location = {Brno, CZ},
   publisher = {Department of Computer Systems FIT BUT},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php.en?id=9673}
}

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