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PPSN
2010
Springer
15 years 26 days ago
A Natural Evolution Strategy for Multi-objective Optimization
Abstract. The recently introduced family of natural evolution strategies (NES), a novel stochastic descent method employing the natural gradient, is providing a more principled alt...
Tobias Glasmachers, Tom Schaul, Jürgen Schmid...
DAC
2005
ACM
15 years 4 months ago
Efficient and accurate gate sizing with piecewise convex delay models
We present an efficient and accurate gate sizing tool that employs a novel piecewise convex delay model, handling both rise and fall delays, for static CMOS gates. The delay model...
Hiran Tennakoon, Carl Sechen
TRANSCI
2010
128views more  TRANSCI 2010»
15 years 24 days ago
An Information-Theoretic Sensor Location Model for Traffic Origin-Destination Demand Estimation Applications
To design a transportation sensor network, the decision-maker needs to determine what sensor investments should be made, as well as when, how, where and with what technologies. Th...
Xuesong Zhou, George F. List
AINA
2010
IEEE
14 years 11 months ago
Neural Network Trainer through Computer Networks
- This paper introduces a neural network training tool through computer networks. The following algorithms, such as neuron by neuron (NBN) [1][2], error back propagation (EBP), Lev...
Nam Pham, Hao Yu, Bogdan M. Wilamowski
SPAA
1998
ACM
15 years 6 months ago
Computation-Centric Memory Models
We present a computation-centric theory of memory models. Unlike traditional processor-centric models, computation-centric models focus on the logical dependencies among instructi...
Matteo Frigo, Victor Luchangco