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» A New Practically Efficient Interior Point Method for LP
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HICSS
2007
IEEE
109views Biometrics» more  HICSS 2007»
14 years 14 days ago
Towards Reliable Computation of Large-Scale Market-Based Optimal Power Flow
The deregulated electricity market calls for robust OPF tools that can provide (a) deterministic convergence, (b) accurate computation of a variety of nodal prices, (c) support of...
Hongye Wang, Robert J. Thomas
SIAMIS
2010
155views more  SIAMIS 2010»
13 years 26 days ago
Smoothing Nonlinear Conjugate Gradient Method for Image Restoration Using Nonsmooth Nonconvex Minimization
Image restoration problems are often converted into large-scale, nonsmooth and nonconvex optimization problems. Most existing minimization methods are not efficient for solving su...
Xiaojun Chen, Weijun Zhou
FUIN
2010
102views more  FUIN 2010»
13 years 3 months ago
Efficient Plan Adaptation through Replanning Windows and Heuristic Goals
Fast plan adaptation is important in many AI-applications. From a theoretical point of view, in the worst case adapting an existing plan to solve a new problem is no more efficien...
Alfonso Gerevini, Ivan Serina
ATAL
2010
Springer
13 years 7 months ago
Point-based backup for decentralized POMDPs: complexity and new algorithms
Decentralized POMDPs provide an expressive framework for sequential multi-agent decision making. Despite their high complexity, there has been significant progress in scaling up e...
Akshat Kumar, Shlomo Zilberstein
CGF
2010
171views more  CGF 2010»
13 years 2 months ago
Efficient Mean-shift Clustering Using Gaussian KD-Tree
Mean shift is a popular approach for data clustering, however, the high computational complexity of the mean shift procedure limits its practical applications in high dimensional ...
Chunxia Xiao, Meng Liu