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Azad and Kamruzzaman [15] propose a transmission scheme and determine the optimal ring thickness and hop size by formulating network lifetime as an optimization problem.
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This paper proposes a joint power and rate adaptation in ad hoc network based on coupled interference minimization (PRIM) where the formulated network utility maximization (NUM) is solved using reverse engineering based on Karush-Kuhn-Tucker (KKT) conditions.
We formulate network alignment as a graph-theoretic problem as follows.
So how does one mathematically formulate network biology-based PK-PD models?
We formulate network construction as a series of variable selection problems and use linear regression to model the data.
We formulated network construction from time series data as a regression problem in which the expression of each gene is predicted by a linear combination of the expression of candidate regulators at the previous time point.
Hence, it is important to develop a systematic and network-oriented thinking, and to formulate network-based guidelines that provide standardized guidance for operations management and resource sharing.
The new development of network structures will lead to new management requirements, where systematic and network-oriented thinking will be needed to formulate network-based guidelines that provide standardized guidance for operation management and resource sharing.
By formulating a network utility maximization problem, we steer the system to a desired operating point.
Therefore, we recently extended the Buice et al. neural master equation by formulating the network population dynamics in terms of a stochastic hybrid system also known as a 'velocity' jump Markov process [27].
There are several other setups of formulating the network recovery problem in terms of a sparse linear model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com