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» A Markovian Concurrency Measure
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ICASSP
2011
IEEE
13 years 2 months ago
Logarithmic weak regret of non-Bayesian restless multi-armed bandit
Abstract—We consider the restless multi-armed bandit (RMAB) problem with unknown dynamics. At each time, a player chooses K out of N (N > K) arms to play. The state of each ar...
Haoyang Liu, Keqin Liu, Qing Zhao
CSMR
1998
IEEE
14 years 3 months ago
A Metrics Suite for Concurrent Logic Programs
AbstractA large body of research in the measurement of software complexity has been focused on imperative programs, but little eort has been made for logic programs. In this paper,...
Jianjun Zhao, Jingde Cheng, Kazuo Ushijima
NIPS
2004
14 years 8 days ago
Hierarchical Eigensolver for Transition Matrices in Spectral Methods
We show how to build hierarchical, reduced-rank representation for large stochastic matrices and use this representation to design an efficient algorithm for computing the largest...
Chakra Chennubhotla, Allan D. Jepson
PE
2010
Springer
138views Optimization» more  PE 2010»
13 years 9 months ago
Trace data characterization and fitting for Markov modeling
We propose a trace fitting algorithm for Markovian Arrival Processes (MAPs) that can capture statistics of any order of interarrival times between measured events. By studying re...
Giuliano Casale, Eddy Z. Zhang, Evgenia Smirni
HIS
2003
14 years 8 days ago
Concurrent Application of Genetic Algorithm in Pattern Recognition
Abstract. This paper proposes the fitness control procedure for the application of genetic algorithms (GA) in pattern recognition. Instead of using GA to solve a concomitant optim...
Mario Köppen, Evgenia Dimitriadou