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GECCO
2009
Springer
153views Optimization» more  GECCO 2009»
15 years 11 months ago
An evaporation mechanism for dynamic and noisy multimodal optimization
Dealing with imprecise information is a common characteristic in real-world problems. Specifically, when the source of the information are physical sensors, a level of noise in t...
Jose Luis Fernandez-Marquez, Josep Lluís Ar...
ICCAD
1999
IEEE
76views Hardware» more  ICCAD 1999»
15 years 11 months ago
Optimal allocation of carry-save-adders in arithmetic optimization
: Carry-save-adder(CSA) is one of the most widely used schemes for fast arithmetic in industry. This paper provides a solution to the problem of finding an optimal-timing allocatio...
Junhyung Um, Taewhan Kim, C. L. Liu
ICCD
2000
IEEE
79views Hardware» more  ICCD 2000»
16 years 3 months ago
Efficient Logic Optimization Using Regularity Extraction
This paper presents a new method to extract functionally equivalent structures from logic netlists. It uses a fast functional regularity extraction algorithm based on structural e...
Thomas Kutzschebauch
IJCNN
2006
IEEE
16 years 25 days ago
Sparse Optimization for Second Order Kernel Methods
— We present a new optimization procedure which is particularly suited for the solution of second-order kernel methods like e.g. Kernel-PCA. Common to these methods is that there...
Roland Vollgraf, Klaus Obermayer
JMLR
2010
161views more  JMLR 2010»
15 years 1 months ago
Dual Averaging Methods for Regularized Stochastic Learning and Online Optimization
We consider regularized stochastic learning and online optimization problems, where the objective function is the sum of two convex terms: one is the loss function of the learning...
Lin Xiao