Deterministic approximation of a stochastic metapopulation model

被引:22
|
作者
Arrigoni, F [1 ]
机构
[1] Univ Trent, Dept Math, I-38050 Trent, Italy
关键词
metapopulation; Markov chain; weak convergence;
D O I
10.1239/aap/1059486824
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We analyse the limit behaviour of a stochastic structured metapopulation model as the number of its patches goes to infinity. The sequence of probability measures associated with the random process, whose components are the proportions of patches with different number of individuals, is tight. The limit of every convergent subsequence satisfies an infinite system of ordinary differential equations. The existence and the uniqueness of the solution are shown by semigroup methods, so that the whole random process converges weakly to the solution of the system.
引用
收藏
页码:691 / 720
页数:30
相关论文
共 50 条
  • [1] Connecting deterministic and stochastic metapopulation models
    Barbour, A. D.
    McVinish, R.
    Pollett, P. K.
    [J]. JOURNAL OF MATHEMATICAL BIOLOGY, 2015, 71 (6-7) : 1481 - 1504
  • [2] Connecting deterministic and stochastic metapopulation models
    A. D. Barbour
    R. McVinish
    P. K. Pollett
    [J]. Journal of Mathematical Biology, 2015, 71 : 1481 - 1504
  • [3] Deterministic approximation of stochastic metapoplation models
    Arrigoni, F
    [J]. BOLLETTINO DELLA UNIONE MATEMATICA ITALIANA, 2001, 4A (03): : 387 - 390
  • [4] Deterministic approximation of stochastic evolution in games
    Benaïm, M
    Weibull, JW
    [J]. ECONOMETRICA, 2003, 71 (03) : 873 - 903
  • [5] Deterministic approximation for stochastic control problems
    Liptser, RS
    Runggaldier, WJ
    Taksar, M
    [J]. SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 1996, 34 (01) : 161 - 178
  • [6] Deterministic Approximation of Stochastic Evolutionary Dynamics
    Molzon, Robert
    [J]. 2009 INTERNATIONAL CONFERENCE ON GAME THEORY FOR NETWORKS (GAMENETS 2009), 2009, : 323 - 332
  • [7] DETERMINISTIC AND STOCHASTIC-APPROXIMATION OF REGIONS
    DAVIS, PJ
    VITALE, RA
    BENSABAR, E
    [J]. JOURNAL OF APPROXIMATION THEORY, 1977, 21 (01) : 60 - 88
  • [8] Predicting the Output From a Stochastic Computer Model When a Deterministic Approximation is Available
    Baker, Evan
    Challenor, Peter
    Eames, Matt
    [J]. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2020, 29 (04) : 786 - 797
  • [9] SOLVING DETERMINISTIC PROBLEMS BY STOCHASTIC-APPROXIMATION
    SUGIYAMA, H
    LEE, ES
    [J]. JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 1989, 138 (02) : 569 - 580
  • [10] Random Directions Stochastic Approximation With Deterministic Perturbations
    Prashanth, L. A.
    Bhatnagar, Shalabh
    Bhavsar, Nirav
    Fu, Michael
    Marcus, Steven, I
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2020, 65 (06) : 2450 - 2465