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» On Evolutionary Optimization of Large Problems Using Small P...
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95
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IPPS
2010
IEEE
14 years 10 months ago
Operating system resource management
From the point of view of an operating system, a computer is managed and optimized in terms of the application programming model and the management of system resources. For the TF...
Burton Smith
JMLR
2006
108views more  JMLR 2006»
15 years 11 days ago
The Interplay of Optimization and Machine Learning Research
The fields of machine learning and mathematical programming are increasingly intertwined. Optimization problems lie at the heart of most machine learning approaches. The Special T...
Kristin P. Bennett, Emilio Parrado-Hernánde...
118
Voted
GECCO
2007
Springer
213views Optimization» more  GECCO 2007»
15 years 6 months ago
Genetically programmed learning classifier system description and results
An agent population can be evolved in a complex environment to perform various tasks and optimize its job performance using Learning Classifier System (LCS) technology. Due to the...
Gregory Anthony Harrison, Eric W. Worden
CEC
2007
IEEE
15 years 6 months ago
Covariance matrix repairing in Gaussian based EDAs
— Gaussian models are widely adopted in continuous Estimation of Distribution Algorithms (EDAs). In this paper, we analyze continuous EDAs and show that they don’t always work ...
Weishan Dong, Xin Yao
103
Voted
ISLPED
2007
ACM
97views Hardware» more  ISLPED 2007»
15 years 2 months ago
Detailed placement for leakage reduction using systematic through-pitch variation
We present a novel detailed placement technique that accounts for systematic through-pitch variations to reduce leakage. Leakage depends nearly exponentially on linewidth (gate le...
Andrew B. Kahng, Swamy Muddu, Puneet Sharma