probabilistic evolution
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IEEE Access ◽  
2021 ◽  
Vol 9 ◽  
pp. 20819-20827
Author(s):  
M. Maheswari ◽  
S. Geetha ◽  
S. Selva Kumar ◽  
Marimuthu Karuppiah ◽  
Debabrata Samanta ◽  
...  

Author(s):  
V. S. Safronova ◽  
◽  
E. D. Kuznetsov ◽  

The main ideas of the method for determining the age of young pairs of asteroids in close orbits based on the results of the analysis of the probabilistic evolution of orbits are presented. As an example, estimates of the age of the pair (87887) 2000 SS286 — (415992) 2002 AT49 were obtained, which range from 7.8 to 8.2 kyr.


2020 ◽  
pp. 292-341
Author(s):  
Sandip Tiwari

This chapter explores the evolution of an ensemble of electrons under stimulus, classically and quantum-mechanically. The classical Liouville description is derived, and then reformed to the quantum Liouville equation. The differences between the classical and the quantum-mechanical description are discussed, emphasizing the uncertainty-induced fuzziness in the quantum description. The Fokker-Planck equation is introduced to describe the evolution of ensembles and fluctuations in it that comprise the noise. The Liouville description makes it possible to write the Boltzmann transport equation with scattering. Limits of validity of the relaxation time approximation are discussed for the various scattering possibilities. From this description, conservation equations are derived, and drift and diffusion discussed as an approximation. Brownian motion arising in fast-and-slow events and response are related to the drift and diffusion and to the Langevin and Fokker-Planck equations as probabilistic evolution. This leads to a discussion of Markov processes and the Kolmogorov equation.


Mathematics ◽  
2019 ◽  
Vol 7 (4) ◽  
pp. 367
Author(s):  
Coşar Gözükırmızı ◽  
Metin Demiralp

Probabilistic evolution theory (PREVTH) forms a framework for the solution of explicit ODEs. The purpose of the paper is two-fold: (1) conversion of multinomial right-hand sides of the ODEs to purely second degree multinomial right-hand sides by space extension; (2) decrease the computational burden of probabilistic evolution theory by using the condensed Kronecker product. A first order ODE set with multinomial right-hand side functions may be converted to a first order ODE set with purely second degree multinomial right-hand side functions at the expense of an increase in the number of equations and unknowns. Obtaining purely second degree multinomial right-hand side functions is important because the solution of such equation set may be approximated by probabilistic evolution theory. A recent article by the authors states that the ODE set with the smallest number of unknowns can be found by searching. This paper gives the details of a way to search for the optimal space extension. As for the second purpose of the paper, the computational burden can be reduced by considering the properties of the Kronecker product of vectors and how the Kronecker product appears within the recursion of PREVTH: as a Cauchy product structure.


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