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JMLR
2012
12 years 7 days 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»
14 years 3 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 11 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»
14 years 3 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»
14 years 3 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