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» UMDAs for dynamic optimization problems
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PERCOM
2007
ACM
16 years 3 months ago
Sensor Scheduling for Optimal Observability Using Estimation Entropy
We consider sensor scheduling as the optimal observability problem for partially observable Markov decision processes (POMDP). This model fits to the cases where a Markov process ...
Mohammad Rezaeian
CIMAGING
2009
120views Hardware» more  CIMAGING 2009»
15 years 4 months ago
Dantzig selector homotopy with dynamic measurements
The Dantzig selector is a near ideal estimator for recovery of sparse signals from linear measurements in the presence of noise. It is a convex optimization problem which can be r...
Muhammad Salman Asif, Justin K. Romberg
129
Voted
CEC
2007
IEEE
15 years 10 months ago
A Utile Function Optimizer
Abstract— We recast the problem of unconstrained continuous evolutionary optimization as inference in a fixed graphical model. This approach allows us to address several pervasi...
Christopher K. Monson, Kevin D. Seppi, James L. Ca...
114
Voted
EVOW
2006
Springer
15 years 7 months ago
Associative Memory Scheme for Genetic Algorithms in Dynamic Environments
In recent years dynamic optimization problems have attracted a growing interest from the community of genetic algorithms with several approaches developed to address these problems...
Shengxiang Yang
101
Voted
ICIAR
2004
Springer
15 years 9 months ago
Reliable Dual-Band Based Contour Detection: A Double Dynamic Programming Approach
Finding contours in constrained search space is a well known problem. It is encountered in such areas as tracking objects in videos, or finding objects within defined boundaries....
Mohammad Dawood, Xiaoyi Jiang, Klaus P. Schäf...