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» UMDAs for dynamic optimization problems
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IEEEPACT
2000
IEEE
15 years 8 months ago
Region Formation Analysis with Demand-Driven Inlining for Region-Based Optimization
Region-based compilation repartitions a program into more desirable compilation units for optimization and scheduling, particularly beneficial for ILP architectures. With region-...
Tom Way, Ben Breech, Lori L. Pollock
120
Voted
IJCNN
2000
IEEE
15 years 8 months ago
On Derivation of MLP Backpropagation from the Kelley-Bryson Optimal-Control Gradient Formula and Its Application
The well-known backpropagation (BP) derivative computation process for multilayer perceptrons (MLP) learning can be viewed as a simplified version of the Kelley-Bryson gradient f...
Eiji Mizutani, Stuart E. Dreyfus, Kenichi Nishio
113
Voted
ANTSW
2006
Springer
15 years 7 months ago
Applying Aspects of Multi-robot Search to Particle Swarm Optimization
Abstract. We present a modified version of the Particle swarm Optimization algorithm in which we adjust the virtual swarm search by incorporating inter-agent dynamics native to mul...
Jim Pugh, Loïc Segapelli, Alcherio Martinoli
JSAC
2006
93views more  JSAC 2006»
15 years 3 months ago
Multiuser Margin Optimization in Digital Subscriber Line (DSL) Channels
Abstract--This paper presents efficient multiuser margin optimization algorithms suitable for multicarrier digital subscriber line (DSL) systems using Dynamic Spectrum Management (...
Saswat Panigrahi, Yang Xu, Tho Le-Ngoc
120
Voted
PE
2006
Springer
115views Optimization» more  PE 2006»
15 years 3 months ago
Optimal processor allocation to differentiated job flows
In this paper, we study the problem of dynamic allocation of the resources of a general parallel processing system, comprised of M heterogeneous processors and M heterogeneous tra...
Kimberly M. Wasserman, George Michailidis, Nichola...