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ICES
2010
Springer
148views Hardware» more  ICES 2010»
13 years 8 months ago
An Efficient Selection Strategy for Digital Circuit Evolution
In this paper, we propose a new modification of Cartesian Genetic Programming (CGP) that enables to optimize digital circuits more significantly than standard CGP. We argue that co...
Zbysek Gajda, Lukás Sekanina
EUROGP
2005
Springer
114views Optimization» more  EUROGP 2005»
14 years 3 months ago
Genetic Transposition in Tree-Adjoining Grammar Guided Genetic Programming: The Duplication Operator
Nguyen Xuan Hoai, Robert I. McKay, Daryl Essam, Tu...
EH
2004
IEEE
125views Hardware» more  EH 2004»
14 years 2 months ago
Routine High-Return Human-Competitive Evolvable Hardware
This paper reviews the use of genetic programming as an automated invention machine for the synthesis of both the topology and sizing of analog electrical circuits. The paper focu...
John R. Koza, Martin A. Keane, Matthew J. Streeter
GECCO
2007
Springer
172views Optimization» more  GECCO 2007»
14 years 4 months ago
Improving the human readability of features constructed by genetic programming
The use of machine learning techniques to automatically analyse data for information is becoming increasingly widespread. In this paper we examine the use of Genetic Programming a...
Matthew Smith, Larry Bull
GECCO
2006
Springer
150views Optimization» more  GECCO 2006»
14 years 2 months ago
Nonlinear parametric regression in genetic programming
Genetic programming has been considered a promising approach for function approximation since it is possible to optimize both the functional form and the coefficients. However, it...
Yung-Keun Kwon, Sung-Soon Choi, Byung Ro Moon