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» Program Derivation Using Analogy
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114
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HASKELL
2009
ACM
15 years 9 months ago
Alloy: fast generic transformations for Haskell
Data-type generic programming can be used to traverse and manipulate specific parts of large heterogeneously-typed tree structures, without the need for tedious boilerplate. Gene...
Neil C. C. Brown, Adam T. Sampson
181
Voted
MLG
2007
Springer
15 years 8 months ago
Abductive Stochastic Logic Programs for Metabolic Network Inhibition Learning
Abstract. We revisit an application developed originally using Inductive Logic Programming (ILP) by replacing the underlying Logic Program (LP) description with Stochastic Logic Pr...
Jianzhong Chen, Stephen Muggleton, Jose Santos
115
Voted
NIPS
2008
15 years 4 months ago
Biasing Approximate Dynamic Programming with a Lower Discount Factor
Most algorithms for solving Markov decision processes rely on a discount factor, which ensures their convergence. It is generally assumed that using an artificially low discount f...
Marek Petrik, Bruno Scherrer
GPEM
2000
121views more  GPEM 2000»
15 years 2 months ago
Bayesian Methods for Efficient Genetic Programming
ct. A Bayesian framework for genetic programming GP is presented. This is motivated by the observation that genetic programming iteratively searches populations of fitter programs ...
Byoung-Tak Zhang
158
Voted
PLDI
2011
ACM
14 years 5 months ago
Systematic editing: generating program transformations from an example
Software modifications are often systematic—they consist of similar, but not identical, program changes to multiple contexts. Existing tools for systematic program transformati...
Na Meng, Miryung Kim, Kathryn S. McKinley