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» Theory and Applications of Robust Optimization
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HPDC
2002
IEEE
15 years 11 months ago
A Comparison of TCP Automatic Tuning Techniques for Distributed Computing
Rather than painful, manual, static, per-connection optimization of TCP buffer sizes simply to achieve acceptable performance for distributed applications [8, 10], many researcher...
Eric Weigle, Wu-chun Feng
EMO
2001
Springer
71views Optimization» more  EMO 2001»
15 years 11 months ago
Inferential Performance Assessment of Stochastic Optimisers and the Attainment Function
Abstract The performance of stochastic optimisers can be assessed experimentally on given problems by performing multiple optimisation runs, and analysing the results. Since an opt...
Viviane Grunert da Fonseca, Carlos M. Fonseca, And...
GECCO
2008
Springer
157views Optimization» more  GECCO 2008»
15 years 7 months ago
Self-adaptive mutation rates in genetic algorithm for inverse design of cellular automata
Self-adaptation is used a lot in Evolutionary Strategies and with great success, yet for some reason it is not the mutation adaptation of choice for Genetic Algorithms. This poste...
Ron Breukelaar, Thomas Bäck
PE
2010
Springer
119views Optimization» more  PE 2010»
15 years 4 months ago
A discrete-time Markov-modulated queuing system with batched arrivals
This paper examines a discrete-time queuing system with applications to telecommunications traffic. The arrival process is a particular Markov modulated process which belongs to t...
Richard G. Clegg
JMLR
2010
82views more  JMLR 2010»
15 years 1 months ago
On Spectral Learning
In this paper, we study the problem of learning a matrix W from a set of linear measurements. Our formulation consists in solving an optimization problem which involves regulariza...
Andreas Argyriou, Charles A. Micchelli, Massimilia...