46 search results - page 3 / 10 » Symbolic regression in multicollinearity problems |
GECCO
2005
Springer
15 years 6 months ago
2005
Springer
This paper introduces an evolutionary algorithm which uses multiple chromosomes to evolve solutions to a symbolic regression problem. Inspiration for this algorithm is provided by...
GECCO
2007
Springer
15 years 7 months ago
2007
Springer
In this paper, we analyze two general-purpose encoding types, trees and graphs systematically, focusing on trends over increasingly complex problems. Tree and graph encodings are ...
108
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GECCO
2004
Springer
15 years 6 months ago
2004
Springer
This work presents a performance analysis of a Multi-Branches Genetic Programming (MBGP) approach applied in symbolic regression (e.g. function approximation) problems. Genetic Pro...
114
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GECCO
2009
Springer
15 years 5 months ago
2009
Springer
Shin et al [19] and McKay et al [15] previously applied tree compression and semantics-based simplification to study the distribution of building blocks in evolving Genetic Progr...
108
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IJCAI
2001
15 years 2 months ago
2001
We present a dynamic programming approach for the solution of first-order Markov decisions processes. This technique uses an MDP whose dynamics is represented in a variant of the ...