Piecewise Deterministic Markov Processes in Biological Models

被引:14
|
作者
Rudnicki, Ryszard [1 ]
Tyran-Kaminska, Marta [2 ]
机构
[1] Polish Acad Sci, Inst Math, PL-40007 Katowice, Poland
[2] Univ Silesia, Inst Math, PL-40007 Katowice, Poland
来源
SEMIGROUPS OF OPERATORS - THEORY AND APPLICATIONS | 2015年 / 113卷
关键词
NEURONAL VARIABILITY; GENE-EXPRESSION; SEMIGROUPS; SYSTEMS; DENSITIES; STABILITY; EVOLUTION; FAMILIES;
D O I
10.1007/978-3-319-12145-1_15
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
We present a short introduction into the framework of piecewise deterministic Markov processes. We illustrate the abstract mathematical setting with a series of examples related to dispersal of biological systems, cell cycle models, gene expression, physiologically structured populations, as well as neural activity. General results concerning asymptotic properties of stochastic semigroups induced by such Markov processes are applied to specific examples.
引用
收藏
页码:235 / 255
页数:21
相关论文
共 50 条
  • [1] Piecewise-deterministic Markov processes
    Kazak, Jolanta
    ANNALES POLONICI MATHEMATICI, 2013, 109 (03) : 279 - 296
  • [2] Qualitative properties of certain piecewise deterministic Markov processes
    Benaim, Michel
    Le Borgne, Stephane
    Malrieu, Florent
    Zitt, Pierre-Andre
    ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES, 2015, 51 (03): : 1040 - 1075
  • [3] Piecewise deterministic Markov processes and their invariant measures
    Durmus, Alain
    Guillin, Arnaud
    Monmarche, Pierre
    ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES, 2021, 57 (03): : 1442 - 1475
  • [4] On time reversal of piecewise deterministic Markov processes
    Loepker, Andreas
    Palmowski, Zbigniew
    ELECTRONIC JOURNAL OF PROBABILITY, 2013, 18 : 1 - 29
  • [5] Densities for piecewise deterministic Markov processes with boundary
    Gwizdz, Piotr
    Tyran-Kaminska, Marta
    JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2019, 479 (01) : 384 - 425
  • [6] AVERAGE CONTINUOUS CONTROL OF PIECEWISE DETERMINISTIC MARKOV PROCESSES
    Costa, O. L. V.
    Dufour, F.
    SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2010, 48 (07) : 4262 - 4291
  • [7] NUMERICAL METHOD FOR OPTIMAL STOPPING OF PIECEWISE DETERMINISTIC MARKOV PROCESSES
    de Saporta, Benoite
    Dufour, Francois
    Gonzalez, Karen
    ANNALS OF APPLIED PROBABILITY, 2010, 20 (05) : 1607 - 1637
  • [8] Extreme first passage times of piecewise deterministic Markov processes
    Lawley, Sean D.
    NONLINEARITY, 2021, 34 (05) : 2750 - 2780
  • [9] Linear Noise Approximation for a Class of Piecewise Deterministic Markov Processes
    Modi, Saurabh
    Soltani, Mohammad
    Singh, Abhyudai
    2018 ANNUAL AMERICAN CONTROL CONFERENCE (ACC), 2018, : 1993 - 1998
  • [10] Piecewise Deterministic Markov Processes for Continuous-Time Monte Carlo
    Fearnhead, Paul
    Bierkens, Joris
    Pollock, Murray
    Roberts, Gareth O.
    STATISTICAL SCIENCE, 2018, 33 (03) : 386 - 412