A new variable topology genetic coding for evolutionary hardware

Chih Yung Chen, Ching Han Chen

研究成果: 書貢獻/報告類型會議論文篇章同行評審

1 引文 斯高帕斯(Scopus)

摘要

Recently, the approaches that were all developed with random circuit matrix as evolutionary framework have been widely used for evolutionary hardware and evolutionary hardware design. In this paper, a novel variable topology genetic coding including a new logic circuit representation and corresponding evolutionary algorithm for evolutionary hardware design is proposed. In comparison with random circuit matrix based studies, the proposed approach is able to reduce searching space for evolutionary computation, obtain better flexibility for logic circuit encoding, and increase exploration possibility for more complex evolutionary hardware. Simulation results demonstrate the validity and performance of the proposed method.

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主出版物標題TENCON 2005 - 2005 IEEE Region 10 Conference
發行者Institute of Electrical and Electronics Engineers Inc.
ISBN(列印)0780393112, 9780780393110
DOIs
出版狀態已出版 - 2005
事件TENCON 2005 - 2005 IEEE Region 10 Conference - Melbourne, Australia
持續時間: 21 11月 200524 11月 2005

出版系列

名字IEEE Region 10 Annual International Conference, Proceedings/TENCON
2007
ISSN(列印)2159-3442
ISSN(電子)2159-3450

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???event.eventtypes.event.conference???TENCON 2005 - 2005 IEEE Region 10 Conference
國家/地區Australia
城市Melbourne
期間21/11/0524/11/05

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