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» Automatic Optimization for MapReduce Programs
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LISP
2008
104views more  LISP 2008»
13 years 7 months ago
On the implementation of automatic differentiation tools
Automatic differentiation is a semantic transformation that applies the rules of differential calculus to source code. It thus transforms a computer program that computes a mathema...
Christian H. Bischof, Paul D. Hovland, Boyana Norr...
ICCAD
2001
IEEE
102views Hardware» more  ICCAD 2001»
14 years 4 months ago
Simulation-Based Automatic Generation of Signomial and Posynomial Performance Models for Analog Integrated Circuit Sizing
This paper presents a method to automatically generate posynomial response surface models for the performance parameters of analog integrated circuits. The posynomial models enabl...
Walter Daems, Georges G. E. Gielen, Willy M. C. Sa...
IPPS
2003
IEEE
14 years 21 days ago
Automatic Resource Management Using an Adaptive Parallelism Environment
The Adaptive Parallelism Environment is introduced as a means of effectively utilizing MPP processing resources in a multi-programmed MIMD or distributed system. It achieves this...
David Wangerin, Isaac D. Scherson
GECCO
2004
Springer
115views Optimization» more  GECCO 2004»
14 years 24 days ago
Robotic Control Using Hierarchical Genetic Programming
In this paper, we compare the performance of hierarchical GP methods (Automatically Defined Functions, Module Acquisition, Adaptive Representation through Learning) with the canon...
Marcin L. Pilat, Franz Oppacher
TACAS
2009
Springer
122views Algorithms» more  TACAS 2009»
14 years 2 months ago
Test Input Generation for Programs with Pointers
Software testing is an essential process to improve software quality in practice. Researchers have proposed several techniques to automate parts of this process. In particular, sym...
Dries Vanoverberghe, Nikolai Tillmann, Frank Piess...