Open AccessEvolvable Systems: From Biology to Hardware
Author(s) -
J. van Leeuwen,
Yong Liu,
Kiyoshi Tanaka,
Masaya Iwata,
Tetsuya Higuchi
Publication year - 2001
Publication title -
lecture notes in computer science
Language(s) - English
Resource type - Book series
SCImago Journal Rank - 0.249
H-Index - 400
eISSN - 1611-3349
pISSN - 0302-9743
DOI - 10.1007/3-540-45443-8
Subject(s) - computer science , evolvable hardware , pleasure , operating system , biology , neuroscience , field programmable gate array
Evolvable Hardware (EHW) has been proposed as a new method for designing systems for real-world applications. In this paper it is applied for evolving a prosthetic hand controller. It is shown that better generalization performance than neural networks can be obtained. The proposed architecture is based on digital logic gates and its configuration is determined by two separate steps of evolution.
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