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» Hardware implementation of a novel genetic algorithm
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GECCO
2008
Springer
257views Optimization» more  GECCO 2008»
13 years 8 months ago
Rapid evaluation and evolution of neural models using graphics card hardware
This paper compares three common evolutionary algorithms and our modified GA, a Distributed Adaptive Genetic Algorithm (DAGA). The optimal approach is sought to adapt, in near rea...
Thomas F. Clayton, Leena N. Patel, Gareth Leng, Al...
DATE
2003
IEEE
115views Hardware» more  DATE 2003»
14 years 28 days ago
Control Flow Driven Splitting of Loop Nests at the Source Code Level
This paper presents a novel source code transformation for control flow optimizationcalled loop nest splitting which minimizes the number of executed if-statements in loop nests ...
Heiko Falk, Peter Marwedel
GECCO
2006
Springer
206views Optimization» more  GECCO 2006»
13 years 11 months ago
A dynamically constrained genetic algorithm for hardware-software partitioning
In this article, we describe the application of an enhanced genetic algorithm to the problem of hardware-software codesign. Starting from a source code written in a high-level lan...
Pierre-André Mudry, Guillaume Zufferey, Gia...
FCCM
2009
IEEE
134views VLSI» more  FCCM 2009»
13 years 11 months ago
Efficient Mapping of Hardware Tasks on Reconfigurable Computers Using Libraries of Architecture Variants
Scheduling and partitioning of task graphs on reconfigurable hardware needs to be carefully carried out in order to achieve the best possible performance. In this paper, we demons...
Miaoqing Huang, Vikram K. Narayana, Tarek A. El-Gh...
ATS
2000
IEEE
98views Hardware» more  ATS 2000»
14 years 1 days ago
Embedded core testing using genetic algorithms
Testing of embedded cores is very difficult in SOC (system-on-a-chip), since the core user may not know the gate level implementation of the core, and the controllability and obse...
Ruofan Xu, Michael S. Hsiao