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GECCO
2004
Springer
116views Optimization» more  GECCO 2004»
15 years 9 months ago
Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles
Abstract. In many real-world applications of evolutionary computation, it is essential to reduce the number of fitness evaluations. To this end, computationally efficient models c...
Yaochu Jin, Bernhard Sendhoff
IWQOS
2004
Springer
15 years 9 months ago
Enhancing mobile QoS based on movement contracts
Abstract— Resource management for individual flows can significantly improve quality of service (QoS) in mobile cellular networks. However, its efficiency depends on the avail...
Frank A. Zdarsky, Jens B. Schmitt
SOFSEM
2004
Springer
15 years 9 months ago
Approaches Based on Markovian Architectural Bias in Recurrent Neural Networks
Recent studies show that state-space dynamics of randomly initialized recurrent neural network (RNN) has interesting and potentially useful properties even without training. More p...
Matej Makula, Michal Cernanský, Lubica Benu...
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INFOCOM
2003
IEEE
15 years 9 months ago
Asymptotic Insensitivity of Least-Recently-Used Caching to Statistical Dependency
Abstract— We investigate a widely popular Least-RecentlyUsed (LRU) cache replacement algorithm with semi-Markov modulated requests. Semi-Markov processes provide the flexibility...
Predrag R. Jelenkovic, Ana Radovanovic
RSP
2003
IEEE
147views Control Systems» more  RSP 2003»
15 years 9 months ago
Cache Configuration Exploration on Prototyping Platforms
We describe cache architecture, intended for prototype-oriented IC platforms, that automatically finds the best cache configuration for a particular application. The cache itself ...
Chuanjun Zhang, Frank Vahid