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» Model selection in genetic programming
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MCU
2007
95views Hardware» more  MCU 2007»
15 years 4 months ago
Slightly Beyond Turing's Computability for Studying Genetic Programming
Inspired by genetic programming (GP), we study iterative algorithms for non-computable tasks and compare them to naive models. This framework justifies many practical standard tri...
Olivier Teytaud
GECCO
2008
Springer
180views Optimization» more  GECCO 2008»
15 years 3 months ago
Bond-graphs + genetic programming: analysis of an automatically synthesized rotary mechanical system
Initial results of an experiment devised to combine Bond-Graph modeling and simulation with genetic programming for automated design of a simple mechatronic system are reported in...
Saheeb Ahmed Kayani, Muhammad Afzaal Malik
EUROGP
2009
Springer
130views Optimization» more  EUROGP 2009»
15 years 9 months ago
One-Class Genetic Programming
One-class classification naturally only provides one-class of exemplars, the target class, from which to construct the classification model. The one-class approach is constructed...
Robert Curry, Malcolm I. Heywood
103
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GECCO
2004
Springer
15 years 8 months ago
Multi-agent Cooperation Using Genetic Network Programming with Automatically Defined Groups
In this paper, we propose a genetic network programming (GNP) architecture using a coevolution model called automatically defined groups (ADG). The GNP evolves networks for describ...
Tadahiko Murata, Takashi Nakamura
GPEM
2007
116views more  GPEM 2007»
15 years 2 months ago
Using evolvable genetic cellular automata to model breast cancer
Cancer is an evolutionary process; mutated cells are selected for abnormal growth and survivability. Here, a computer simulation is used to model ductal carcinoma in situ (DCIS), ...
Armand Bankhead, Robert B. Heckendorn