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ENTCS
2007
85views more  ENTCS 2007»
15 years 2 months ago
Inducing Constructor Systems from Example-Terms by Detecting Syntactical Regularities
We present a technique for inducing functional programs from few, well chosen input/output-examples (I/Oexamples). Potential applications for automatic program or algorithm induct...
Emanuel Kitzelmann, Ute Schmid
IWMM
2009
Springer
122views Hardware» more  IWMM 2009»
15 years 9 months ago
Parametric heap usage analysis for functional programs
This paper presents an analysis that derives a formula describing the worst-case live heap space usage of programs in a functional language with automated memory management (garba...
Leena Unnikrishnan, Scott D. Stoller
GECCO
2008
Springer
120views Optimization» more  GECCO 2008»
15 years 3 months ago
Genetic programming with polymorphic types and higher-order functions
This article introduces our new approach to program representation for genetic programming (GP). We replace the usual s-expression representation scheme by a strongly-typed ion-ba...
Franck Binard, Amy P. Felty
POPL
2003
ACM
16 years 2 months ago
Static prediction of heap space usage for first-order functional programs
We show how to efficiently obtain linear a priori bounds on the heap space consumption of first-order functional programs. The analysis takes space reuse by explicit deallocation ...
Martin Hofmann, Steffen Jost
POPL
2012
ACM
13 years 10 months ago
A type theory for probability density functions
There has been great interest in creating probabilistic programming languages to simplify the coding of statistical tasks; however, there still does not exist a formal language th...
Sooraj Bhat, Ashish Agarwal, Richard W. Vuduc, Ale...