A novel method for computing state transition matrices due to the unscented transform
Sign Up to like & getrecommendations! Published in 2025 at "Celestial Mechanics and Dynamical Astronomy"
DOI: 10.1007/s10569-025-10247-1
Abstract: We present a new method for computing the state transition matrix of a nonlinear dynamical system. The proposed method does not require the implementation of complex partial derivatives or auto-differentiation of the dynamics, while removing… read more here.
Keywords: unscented transform; state transition; method; transition matrices ... See more keywords
Multi-Agent Adaptive Traffic Signal Control Based on Q-Learning and Speed Transition Matrices
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DOI: 10.3390/s25237327
Abstract: Advancements in technology and the emergence of vehicle-to-everything communication encourage new research approaches. Continuously sharing data through the onboard unit, connected vehicles (CVs) have proven to be a valuable source of real-time microscopic traffic data.… read more here.
Keywords: traffic signal; transition matrices; speed transition; adaptive traffic ... See more keywords
The Predictive Power of Transition Matrices
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DOI: 10.3390/sym13112096
Abstract: When working with Markov chains, especially if they are of order greater than one, it is often necessary to evaluate the respective contribution of each lag of the variable under study on the present. This… read more here.
Keywords: power transition; predictive power; transition matrices; transition ... See more keywords