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» Optimal Transportation Problem by Stochastic Optimal Control
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104
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IJCNN
2000
IEEE
15 years 6 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
CSCLP
2007
Springer
15 years 8 months ago
Preference-Based Problem Solving for Constraint Programming
Abstract. Combinatorial problems such as scheduling, resource allocation, and configuration have many attributes that can be subject of user preferences. Traditional optimization ...
Ulrich Junker
NETCOOP
2007
Springer
15 years 8 months ago
Optimal Congestion Control with Multipath Routing Using TCP-FAST and a Variant of RIP
Abstract. This paper discusses an optimization-based approach for congestion control together with multipath routing in a TCP/IP network. In recent research we have shown how natur...
Enrique Mallada, Fernando Paganini
119
Voted
GECCO
2007
Springer
179views Optimization» more  GECCO 2007»
15 years 8 months ago
The second harmonic generation case-study as a gateway for es to quantum control problems
The Second Harmonic Generation (SHG), a process that turns out to be a good test case in the physics lab, can also be considered as a fairly simple theoretical test function for g...
Ofer M. Shir, Thomas Bäck
102
Voted
DISOPT
2008
78views more  DISOPT 2008»
15 years 1 months ago
N-fold integer programming
In this article we study a broad class of integer programming problems in variable dimension. We show that these so-termed n-fold integer programming problems are polynomial time ...
Jesús A. De Loera, Raymond Hemmecke, Shmuel...