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» Dimensionality reduction and generalization
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WSC
1997
15 years 8 months ago
Efficient Simulation of Multiclass Queueing Networks
General multiclass queueing systems are extremely difficult to analyze. A great deal of effort has been devoted to examining the question of stability and performance of such net...
Shane G. Henderson, Sean P. Meyn
NETWORKS
2008
15 years 6 months ago
A Reach and Bound algorithm for acyclic dynamic-programming networks
Node pruning is a commonly used technique for solution acceleration in a dynamic programming network. In pruning, nodes are adaptively removed from the dynamic programming network...
Matthew D. Bailey, Robert L. Smith, Jeffrey M. Ald...
TSMC
2008
84views more  TSMC 2008»
15 years 6 months ago
Learning Inverse Kinematics: Reduced Sampling Through Decomposition Into Virtual Robots
We propose a technique to speedup the learning of the inverse kinematics of a robot manipulator by decomposing it into two or more virtual robot arms. Unlike previous decomposition...
Vicente Ruiz de Angulo, Carme Torras
JAL
2002
86views more  JAL 2002»
15 years 6 months ago
Exploiting structure in quantified formulas
We study the computational problem "find the value of the quantified formula obtained by quantifying the variables in a sum of terms." The "sum" can be based o...
Richard Edwin Stearns, Harry B. Hunt III
IJON
2008
133views more  IJON 2008»
15 years 5 months ago
A multi-objective approach to RBF network learning
The problem of inductive supervised learning is discussed in this paper within the context of multi-objective (MOBJ) optimization. The smoothness-based apparent (effective) comple...
Illya Kokshenev, Antônio de Pádua Bra...