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» Evolving heuristics with genetic programming
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FUIN
1998
112views more  FUIN 1998»
13 years 9 months ago
A Historical Perspective on the Evolution of Executable Structures
Genetic programming (Koza 1992) is a method of inducing behaviors represented as executable programs. The generality of the approach has spawned a proliferation of work in the evo...
Peter J. Angeline
EUROGP
2006
Springer
140views Optimization» more  EUROGP 2006»
14 years 1 months ago
Evolving Noisy Oscillatory Dynamics in Genetic Regulatory Networks
We introduce a genetic programming (GP) approach for evolving genetic networks that demonstrate desired dynamics when simulated as a discrete stochastic process. Our representation...
André Leier, P. Dwight Kuo, Wolfgang Banzha...
EC
2006
118views ECommerce» more  EC 2006»
13 years 10 months ago
Human-Competitive Evolution of Quantum Computing Artefacts by Genetic Programming
We show how Genetic Programming (GP) can be used to evolve useful quantum computing artefacts of increasing sophistication and usefulness: firstly specific quantum circuits, then ...
Paul Massey, John A. Clark, Susan Stepney
GECCO
2008
Springer
135views Optimization» more  GECCO 2008»
13 years 11 months ago
Evolving sequence patterns for prediction of sub-cellular locations of eukaryotic proteins
A genetic algorithm (GA) is utilised to discover known and novel PROSITE-like sequence templates that can be used to classify the sub-cellular location of eukaryotic proteins. Whi...
Greg Paperin
EUROGP
2004
Springer
129views Optimization» more  EUROGP 2004»
14 years 3 months ago
Evolution and Acquisition of Modules in Cartesian Genetic Programming
The paper presents for the first time automatic module acquisition and evolution within the graph based Cartesian Genetic Programming method. The method has been tested on a set of...
James Alfred Walker, Julian Francis Miller