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» Unsupervised Problem Decomposition Using Genetic Programming
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EUROGP
2000
Springer
115views Optimization» more  EUROGP 2000»
14 years 2 months ago
Evolution of a Controller with a Free Variable Using Genetic Programming
A mathematical formula containing one or more free variables is "general" in the sense that it provides a solution to an entire category of problems. For example, the fa...
John R. Koza, Jessen Yu, Martin A. Keane, William ...
GECCO
2009
Springer
164views Optimization» more  GECCO 2009»
13 years 8 months ago
Solving iterated functions using genetic programming
An iterated function f(x) is a function that when composed with itself, produces a given expression f(f(x))=g(x). Iterated functions are essential constructs in fractal theory and...
Michael D. Schmidt, Hod Lipson
EVOW
2008
Springer
14 years 20 days ago
Classification of Seafloor Habitats Using Genetic Programming
In this paper we use Genetic Programming for the classification of different seafloor habitats, based on the acoustic backscatter data from an echo sounder. By developing a differ...
Sara Silva, Yao-Ting Tseng
EMNLP
2010
13 years 9 months ago
On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing
This paper introduces dual decomposition as a framework for deriving inference algorithms for NLP problems. The approach relies on standard dynamic-programming algorithms as oracl...
Alexander M. Rush, David Sontag, Michael Collins, ...
GECCO
2007
Springer
167views Optimization» more  GECCO 2007»
14 years 5 months ago
Genetically designed heuristics for the bin packing problem
The bin packing problem (BPP) is a real-world problem that arises in different industrial applications related to minimization of space or time. The aim of this research is to au...
Oana Muntean