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» UMDAs for dynamic optimization problems
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146
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IJACTAICIT
2010
185views more  IJACTAICIT 2010»
15 years 29 days ago
Adaptive Bandwidth Allocation Scheme for Cognitive Radios
In recent past, cognitive radio has come out to as a promising solution to the spectrum scarcity problem. It tends to increase the spectrum utilization by making use of underutili...
Prabhjot Kaur, Moin Uddin, Arun Khosla
150
Voted
AAAI
2011
14 years 3 months ago
Policy Gradient Planning for Environmental Decision Making with Existing Simulators
In environmental and natural resource planning domains actions are taken at a large number of locations over multiple time periods. These problems have enormous state and action s...
Mark Crowley, David Poole
126
Voted
GECCO
2009
Springer
15 years 10 months ago
Dynamic evolutionary optimisation: an analysis of frequency and magnitude of change
In this paper, we rigorously analyse how the magnitude and frequency of change may affect the performance of the algorithm (1+1) EAdyn on a set of artificially designed pseudo-Bo...
Philipp Rohlfshagen, Per Kristian Lehre, Xin Yao
152
Voted
CVIU
2008
126views more  CVIU 2008»
15 years 3 months ago
Optimising dynamic graphical models for video content analysis
A key problem in video content analysis using dynamic graphical models is to learn a suitable model structure given some observed visual data. We propose a Completed Likelihood AI...
Tao Xiang, Shaogang Gong
146
Voted
CDC
2009
IEEE
164views Control Systems» more  CDC 2009»
15 years 1 months ago
Real-time MPC - Stability through robust MPC design
Recent results have suggested that online Model Predictive Control (MPC) can be computed quickly enough to control fast sampled systems. High-speed applications impose a hard real-...
Melanie Nicole Zeilinger, Colin Neil Jones, Davide...