An Implementation of a Morphogenetic Evolvable Hardware System
Lee, Justin A. & Sitte, Joaquin (2004) An Implementation of a Morphogenetic Evolvable Hardware System. In 5th International Conference on Simulated Evolution And Learning (SEAL04), October 26-29, Busan, Korea.
Traditional approaches to evolvable hardware (EHW), using a direct encoding, have not scaled well with increases in problem complexity. To overcome this there have been moves towards encoding a growth process, however there has not been a great deal of success with these. In this paper we present a morphogenetic EHW system that uses a variable length chromosome on which a gene expression model is encoded. We show that this is able to solve a signal routing problem, and scales well to larger, more complex, problems.
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|Item Type:||Conference Paper|
|Keywords:||evolvable hardware, JBits, morphogenesis, gene expression, variable length chromosome|
|Subjects:||Australian and New Zealand Standard Research Classification > ENGINEERING (090000) > ELECTRICAL AND ELECTRONIC ENGINEERING (090600) > Electrical and Electronic Engineering not elsewhere classified (090699)
Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100) > Neural Evolutionary and Fuzzy Computation (080108)
|Divisions:||Past > QUT Faculties & Divisions > Faculty of Science and Technology|
|Copyright Owner:||Copyright 2004 (please consult author)|
|Deposited On:||08 Jul 2005|
|Last Modified:||09 Jun 2010 12:26|
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