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» Continuous Optimization of Hyper-Parameters
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SIAMSC
2010
127views more  SIAMSC 2010»
15 years 1 months ago
A Nonlinear Optimization Procedure for Generalized Gaussian Quadratures
We present a new nonlinear optimization procedure for the computation of generalized Gaussian quadratures for a broad class of square integrable functions on intervals. While some ...
James Bremer, Zydrunas Gimbutas, Vladimir Rokhlin
131
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TCAD
2010
110views more  TCAD 2010»
14 years 10 months ago
Dose Map and Placement Co-Optimization for Improved Timing Yield and Leakage Power
Abstract--In sub-100 nm CMOS processes, delay and leakage power reduction continue to be among the most critical design concerns. We propose to exploit the recent availability of f...
Kwangok Jeong, Andrew B. Kahng, Chul-Hong Park, Ha...
115
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GECCO
2006
Springer
119views Optimization» more  GECCO 2006»
15 years 7 months ago
Mixed-integer optimization of coronary vessel image analysis using evolution strategies
In this paper we compare Mixed-Integer Evolution Strategies (MI-ES) and standard Evolution Strategies (ES) when applied to find optimal solutions for artificial test problems and ...
Rui Li, Michael Emmerich, Jeroen Eggermont, Ernst ...
120
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GECCO
2010
Springer
188views Optimization» more  GECCO 2010»
15 years 6 months ago
Benchmarking real-coded genetic algorithm on noisy black-box optimization testbed
Originally, genetic algorithms were developed based on the binary representation of candidate solutions in which each conjectured solution is a fixed-length string of binary numb...
Thanh-Do Tran, Gang-Gyoo Jin
WSC
2007
15 years 5 months ago
Optimal scheduling of probabilistic repetitive projects using completed unit and genetic algorithms
In this paper we introduce the completed unit algorithm (CU-AL), a probabilistic scheduling methodology for repetitive projects. The algorithm has two main advantages, simplicity ...
Chachrist Srisuwanrat, Photios G. Ioannou