A nonlinear dynamics perspective of moment closure for stochastic processes

被引:0
|
作者
Stark, J. [1 ,1 ]
Iannelli, P. [1 ,1 ]
Baigent, S. [1 ,1 ]
机构
[1] Ctr. for Nonlinear Dynamics/Appl., University College London, Gower Street, London WC1E 6BT, United Kingdom
关键词
Approximation theory - Computational complexity - Fourier transforms - Galerkin methods - Mathematical models - Navier Stokes equations - Ordinary differential equations - Partial differential equations - Probability distributions - Random processes;
D O I
10.1016/S0362-546X(01)00220-6
中图分类号
学科分类号
摘要
The possibility of a nonlinear dynamics perspective of moment closure for stochastic processes was investigated. The relevance of inertial manifold ideas to stochastic processes was explored. As a particular example, the stochastic model of a host-parasite interaction introduced by Isham was considered. It is explicitly solvable which allows to easily compute the various approximations presented.
引用
收藏
页码:753 / 764
相关论文
共 50 条
  • [21] Multivariate moment closure techniques for stochastic kinetic models
    Lakatos, Eszter
    Ale, Angelique
    Kirk, Paul D. W.
    Stumpf, Michael P. H.
    JOURNAL OF CHEMICAL PHYSICS, 2015, 143 (09):
  • [22] Moment closure techniques for stochastic models in population biology
    Singh, Abhyudai
    Hespanha, Joao Pedro
    2006 AMERICAN CONTROL CONFERENCE, VOLS 1-12, 2006, 1-12 : 4730 - +
  • [23] Extinction times and moment closure in the stochastic logistic process
    Newman, TJ
    Ferdy, JB
    Quince, C
    THEORETICAL POPULATION BIOLOGY, 2004, 65 (02) : 115 - 126
  • [24] Moment equations and closure schemes in chaotic dynamics
    Kurten, KE
    Nicolis, G
    JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1998, 31 (36): : 7331 - 7340
  • [25] THE VALUES AT THE FIXED MOMENT OF GENERALIZED STOCHASTIC PROCESSES
    乌尔巴尼克
    Science China Mathematics, 1958, (01) : 1 - 9
  • [27] VALUES AT FIXED MOMENT OF GENERALIZED STOCHASTIC PROCESSES
    URBANIK, K
    CHINESE MATHEMATICS, 1966, 8 (05): : 738 - &
  • [28] STOCHASTIC DYNAMIC-RESPONSE TO NONLINEAR-WAVE LOADING - 4TH MOMENT ANALYSIS - CLOSURE
    HU, SLJ
    JOURNAL OF ENGINEERING MECHANICS-ASCE, 1991, 117 (06): : 1426 - 1426
  • [29] Moment closure based parameter inference of stochastic kinetic models
    Milner, Peter
    Gillespie, Colin S.
    Wilkinson, Darren J.
    STATISTICS AND COMPUTING, 2013, 23 (02) : 287 - 295
  • [30] Validity conditions for moment closure approximations in stochastic chemical kinetics
    Schnoerr, David
    Sanguinetti, Guido
    Grima, Ramon
    JOURNAL OF CHEMICAL PHYSICS, 2014, 141 (08):