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TMC
2008
127views more  TMC 2008»
14 years 11 months ago
Time and Energy Complexity of Distributed Computation of a Class of Functions in Wireless Sensor Networks
We consider a scenario in which a wireless sensor network is formed by randomly deploying n sensors to measure some spatial function over a field, with the objective of computing a...
Nilesh Khude, Anurag Kumar, Aditya Karnik
SAC
2006
ACM
15 years 5 months ago
Service-oriented grid computation for large-scale parameter estimation in complex environmental modeling
Complex environmental modeling often involves a large number of unknown physical and ecological parameters. Parameter estimation is one of the most difficult steps in many modelin...
Kejing He, Shoubin Dong, Li Zheng
ICCS
2005
Springer
15 years 5 months ago
Computational Complexity and Distributed Execution in Water Quality Management
Abstract. Modeling is considered an inherent part of design, operation and optimization of Water Quality Systems. Models are used for running so-called Virtual Experiments, such as...
Maria Chtepen, Filip H. A. Claeys, Bart Dhoedt, Pe...
SAC
2008
ACM
14 years 11 months ago
Computational methods for complex stochastic systems: a review of some alternatives to MCMC
We consider analysis of complex stochastic models based upon partial information. MCMC and reversible jump MCMC are often the methods of choice for such problems, but in some situ...
Paul Fearnhead
ECAL
2007
Springer
15 years 6 months ago
Detecting Non-trivial Computation in Complex Dynamics
Abstract. We quantify the local information dynamics at each spatiotemporal point in a complex system in terms of each element of computation: information storage, transfer and mod...
Joseph T. Lizier, Mikhail Prokopenko, Albert Y. Zo...