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However, the algorithm proposed is a centralized one based on convex programming which is not suitable for WSNs.
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We first propose a novel stochastic model of the driver behavior based on Convex Markov chains.
The proposed method is based on convex relaxation technique.
Compared with existing approaches, this method is based on convex optimization, and thus has polynomial-time complexity.
The proofs are essentially based on convex and functional analysis.
L. P. Chew and R. L. Drysdale, Voronoi Diagrams Based on Convex Distance Functions, Proceedings of the First Annual Symposium on Computational Geometry (1985), 235-244.
We present a unified method, based on convex optimization, for managing the power produced and consumed by a network of devices over time.
The proposed switching control design is entirely based on convex combinations of subsystems transfer functions.
We propose to give stochastic bounds (both upper and lower bounds) based on convex order.
Real-time control is also achievable with model predictive controller based on convex formulation.
Traditional methods based on convex optimization have been replaced by highly non-convex approaches including deep learning.
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