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» Synthesis of Functions Using Generic Programming
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GECCO
2005
Springer
136views Optimization» more  GECCO 2005»
14 years 1 months ago
Preventing overfitting in GP with canary functions
Overfitting is a fundamental problem of most machine learning techniques, including genetic programming (GP). Canary functions have been introduced in the literature as a concept ...
Nate Foreman, Matthew P. Evett
ECAI
2010
Springer
13 years 8 months ago
Constraint-Based Controller Synthesis in Non-Deterministic and Partially Observable Domains
Controller synthesis consists in automatically building controllers taking as inputs observation data and returning outputs guaranteeing that the controlled system satisfies some d...
Cédric Pralet, Gérard Verfaillie, Mi...
PPDP
2010
Springer
13 years 6 months ago
Generic record combinators with static type checking
Common record systems only provide access to individual record fields. However, it is often useful to have generic record combinators, that is, functions that work with complete ...
Wolfgang Jeltsch
PRL
2007
200views more  PRL 2007»
13 years 7 months ago
Generative learning of visual concepts using multiobjective genetic programming
This paper introduces a novel method of visual learning based on Genetic Programming, which evolves a population of individuals (image analysis programs) that process attributed v...
Krzysztof Krawiec
AFP
2004
Springer
128views Formal Methods» more  AFP 2004»
14 years 1 months ago
GEC: A Toolkit for Generic Rapid Prototyping of Type Safe Interactive Applications
Abstract. Programming GUIs with conventional GUI APIs is notoriously tedious. In these notes we present the GEC toolkit in which the programmer can create user interfaces without a...
Peter Achten, Marko C. J. D. van Eekelen, Rinus Pl...