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» General duality between optimal control and estimation
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CDC
2008
IEEE
124views Control Systems» more  CDC 2008»
14 years 3 months ago
A proximal center-based decomposition method for multi-agent convex optimization
— In this paper we develop a new dual decomposition method for optimizing a sum of convex objective functions corresponding to multiple agents but with coupled constraints. In ou...
Ion Necoara, Johan A. K. Suykens
ICASSP
2011
IEEE
13 years 27 days ago
Soft frame margin estimation of Gaussian Mixture Models for speaker recognition with sparse training data
—Discriminative Training (DT) methods for acoustic modeling, such as MMI, MCE, and SVM, have been proved effective in speaker recognition. In this paper we propose a DT method fo...
Yan Yin, Qi Li
GECCO
2006
Springer
192views Optimization» more  GECCO 2006»
14 years 25 days ago
Optimising cancer chemotherapy using an estimation of distribution algorithm and genetic algorithms
This paper presents a methodology for using heuristic search methods to optimise cancer chemotherapy. Specifically, two evolutionary algorithms - Population Based Incremental Lear...
Andrei Petrovski, Siddhartha Shakya, John A. W. Mc...
GECCO
2006
Springer
167views Optimization» more  GECCO 2006»
14 years 25 days ago
Estimating the destructiveness of crossover on binary tree representations
In some cases, evolutionary algorithms represent individuals as typical binary trees with n leaves and n-1 internal nodes. When designing a crossover operator for a particular rep...
Luke Sheneman, James A. Foster
ICMCS
2006
IEEE
144views Multimedia» more  ICMCS 2006»
14 years 3 months ago
A Novel Two-Stage Rate Control Scheme for H.264
— A new rate control algorithm for the H.264 encoder is developed in this work. There are several unique features in the proposed rate control scheme. First, a two-stage encoding...
Do-Kyoung Kwon, Mei-Yin Shen, C. C. Jay Kuo