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ENTCS
2007
85views more  ENTCS 2007»
15 years 4 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 11 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 5 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 5 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
14 years 10 days 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...