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JASIS
2000
143views more  JASIS 2000»
15 years 5 months ago
Discovering knowledge from noisy databases using genetic programming
s In data mining, we emphasize the need for learning from huge, incomplete and imperfect data sets (Fayyad et al. 1996, Frawley et al. 1991, Piatetsky-Shapiro and Frawley, 1991). T...
Man Leung Wong, Kwong-Sak Leung, Jack C. Y. Cheng
GECCO
2007
Springer
160views Optimization» more  GECCO 2007»
16 years 1 days ago
Self-modifying cartesian genetic programming
In nature, systems with enormous numbers of components (i.e. cells) are evolved from a relatively small genotype. It has not yet been demonstrated that artificial evolution is su...
Simon Harding, Julian Francis Miller, Wolfgang Ban...
PRL
2002
213views more  PRL 2002»
15 years 5 months ago
Character preclassification based on genetic programming
This paper presents a learning system that uses genetic programming as a tool for automatically inferring the set of classification rules to be used during a preclassification sta...
Claudio De Stefano, Antonio Della Cioppa, Angelo M...
ISCAS
2005
IEEE
136views Hardware» more  ISCAS 2005»
15 years 11 months ago
Economical passive filter synthesis using genetic programming based on tree representation
—In this work we propose a novel tree representation for RLC circuits. Genetic programming based on the tree representation is described and applied to passive filter synthesis p...
Hao-Sheng Hou, Shoou-Jinn Chang, Yan-Kuin Su
GECCO
2005
Springer
131views Optimization» more  GECCO 2005»
15 years 11 months ago
Evolution of a human-competitive quantum fourier transform algorithm using genetic programming
In this paper, we show how genetic programming (GP) can be used to evolve system-size-independent quantum algorithms, and present a human-competitive Quantum Fourier Transform (QF...
Paul Massey, John A. Clark, Susan Stepney