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» Automatic Optimization for MapReduce Programs
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CPAIOR
2010
Springer
15 years 9 months ago
Upper Bounds on the Number of Solutions of Binary Integer Programs
We present a new method to compute upper bounds of the number of solutions of binary integer programming (BIP) problems. Given a BIP, we create a dynamic programming (DP) table for...
Siddhartha Jain, Serdar Kadioglu, Meinolf Sellmann
150
Voted
GECCO
2006
Springer
218views Optimization» more  GECCO 2006»
15 years 8 months ago
A survey of mutation techniques in genetic programming
The importance of mutation varies across evolutionary computation domains including: genetic programming, evolution strategies, and genetic algorithms. In the genetic programming ...
Alan Piszcz, Terence Soule
130
Voted
AMS
2005
Springer
112views Robotics» more  AMS 2005»
15 years 10 months ago
Combining Learning and Programming for High-Performance Robot Controllers
Abstract. The implementation of high-performance robot controllers for complex control tasks such as playing autonomous robot soccer is tedious, errorprone, and a never ending prog...
Alexandra Kirsch, Michael Beetz
EUROGP
2008
Springer
15 years 6 months ago
Exposing a Bias Toward Short-Length Numbers in Grammatical Evolution
Many automatically-synthesized programs have, like their hand-made counterparts, numerical parameters that need to be set properly before they can show an acceptable performance. H...
Marco Antonio Montes de Oca
CODES
2006
IEEE
15 years 10 months ago
Streamroller: : automatic synthesis of prescribed throughput accelerator pipelines
In this paper, we present a methodology for designing a pipeline of accelerators for an application. The application is modeled using sequential C language with simple stylization...
Manjunath Kudlur, Kevin Fan, Scott A. Mahlke