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JMLR
2012
11 years 7 months ago
Structured Sparse Canonical Correlation Analysis
In this paper, we propose to apply sparse canonical correlation analysis (sparse CCA) to an important genome-wide association study problem, eQTL mapping. Existing sparse CCA mode...
Xi Chen, Han Liu, Jaime G. Carbonell
GECCO
2004
Springer
127views Optimization» more  GECCO 2004»
13 years 10 months ago
Automatic Synthesis of an 802.11a Wireless LAN Antenna Using Genetic Programming A Real World Application
This paper describes the application of genetic programming to synthesize a small form factor, 2 dimensional wire antenna for a 5.2 GHz 802.11a wireless LAN application. Utilizing ...
Rian Sanderson
EUROGP
2008
Springer
137views Optimization» more  EUROGP 2008»
13 years 6 months ago
A Comparison of Cartesian Genetic Programming and Linear Genetic Programming
Two prominent genetic programming approaches are the graph-based Cartesian Genetic Programming (CGP) and Linear Genetic Programming (LGP). Recently, a formal algorithm for construc...
Garnett Carl Wilson, Wolfgang Banzhaf
ISCAS
2005
IEEE
136views Hardware» more  ISCAS 2005»
13 years 10 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
2004
Springer
105views Optimization» more  GECCO 2004»
13 years 10 months ago
Softening the Structural Difficulty in Genetic Programming with TAG-Based Representation and Insertion/Deletion Operators
In a series of papers [3-8], Daida et. al. highlighted the difficulties posed to Genetic Programming (GP) by the complexity of the structural search space, and attributed the probl...
Nguyen Xuan Hoai, Robert I. McKay