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» Randomness, Stochasticity and Approximations
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JCNS
2000
104views more  JCNS 2000»
13 years 9 months ago
Subthreshold Voltage Noise Due to Channel Fluctuations in Active Neuronal Membranes
Abstract. Voltage-gated ion channels in neuronal membranes fluctuate randomly between different conformational states due to thermal agitation. Fluctuations between conducting and ...
Peter N. Steinmetz, Amit Manwani, Christof Koch, M...
GLOBECOM
2009
IEEE
14 years 1 months ago
Fitting the Modified-Power-Lognormal to the Sum of Independent Lognormals Distribution
We propose a new method for calculating a tight approximation to the distribution of the sum of independent lognormal random variables. We make use of a three
Sebastian S. Szyszkowicz, Halim Yanikomeroglu
SIAMJO
2008
57views more  SIAMJO 2008»
13 years 9 months ago
Universal Confidence Sets for Solutions of Optimization Problems
We consider random approximations to deterministic optimization problems. The objective function and the constraint set can be approximated simultaneously. Relying on concentratio...
Silvia Vogel
CMSB
2004
Springer
14 years 2 months ago
Modelling Metabolic Pathways Using Stochastic Logic Programs-Based Ensemble Methods
In this paper we present a methodology to estimate rates of enzymatic reactions in metabolic pathways. Our methodology is based on applying stochastic logic learning in ensemble le...
Huma Lodhi, Stephen Muggleton
MP
2006
105views more  MP 2006»
13 years 9 months ago
Two-stage integer programs with stochastic right-hand sides: a superadditive dual approach
We consider two-stage pure integer programs with discretely distributed stochastic right-hand sides. We present an equivalent superadditive dual formulation that uses the value fun...
Nan Kong, Andrew J. Schaefer, Brady Hunsaker