Generalisation of fluctuation-dissipation theorem to systems with absorbing states

被引:1
作者
Padmanabha, Prajwal [1 ,2 ]
Azaele, Sandro [1 ,2 ,3 ]
Maritan, Amos [1 ,2 ,3 ]
机构
[1] Univ Padua, Dept Phys & Astron G Galilei, Lab Interdisciplinary Phys, Padua, Italy
[2] INFN, Sez Padova, Via Marzolo 8, I-35131 Padua, Italy
[3] Natl Biodivers Future Ctr, Piazza Marina 61, I-90133 Palermo, Italy
关键词
linear response theory; systems near extinction; fluctuation-dissipation theorem; QUASI-STATIONARY DISTRIBUTIONS; IRREVERSIBLE-PROCESSES; RECIPROCAL RELATIONS; TARGET LOCATION; DYNAMICS; BIRTH;
D O I
10.1088/1367-2630/ad0616
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Systems that evolve towards a state from which they cannot depart are common in nature. But the fluctuation-dissipation theorem (FDT), a fundamental result in statistical mechanics, is mainly restricted to systems near-stationarity. In processes with absorbing states, the total probability decays with time, eventually reaching zero and rendering the predictions from the standard response theory invalid. In this article, we investigate how such processes respond to external perturbations and develop a new theory that extends the framework of the FDT. We apply our theory to two paradigmatic examples that span vastly different fields-a birth-death process in forest ecosystems and a targeted search on DNA by proteins. These systems can be affected by perturbations which increase their rate of extinction/absorption, even though the average or the variance of population sizes are left unmodified. These effects, which are not captured by the standard response theory, are exactly predicted by our framework. Our theoretical approach is general and applicable to any system with absorbing states. It can unveil important features of the path to extinction masked by standard approaches.
引用
收藏
页数:9
相关论文
共 51 条
[1]   Quasistationary distributions for the Domany-Kinzel stochastic cellular automaton [J].
Atman, APF ;
Dickman, R .
PHYSICAL REVIEW E, 2002, 66 (04) :9-046135
[2]   Statistical mechanics of ecological systems: Neutral theory and beyond [J].
Azaele, Sandro ;
Suweis, Samir ;
Grilli, Jacopo ;
Volkov, Igor ;
Banavar, Jayanth R. ;
Maritan, Amos .
REVIEWS OF MODERN PHYSICS, 2016, 88 (03)
[3]   Towards a unified descriptive theory for spatial ecology: predicting biodiversity patterns across spatial scales [J].
Azaele, Sandro ;
Maritan, Amos ;
Cornell, Stephen J. ;
Suweis, Samir ;
Banavar, Jayanth R. ;
Gabriel, Doreen ;
Kunin, William E. .
METHODS IN ECOLOGY AND EVOLUTION, 2015, 6 (03) :324-332
[4]   Fluctuations and Response of Nonequilibrium States [J].
Baiesi, Marco ;
Maes, Christian ;
Wynants, Bram .
PHYSICAL REVIEW LETTERS, 2009, 103 (01)
[5]   A statics-dynamics equivalence through the fluctuationdissipation ratio provides a window into the spin-glass phase from nonequilibrium measurements [J].
Baity-Jesi, Marco ;
Calore, Enrico ;
Cruz, Andres ;
Antonio Fernandez, Luis ;
Miguel Gil-Narvion, Jose ;
Gordillo-Guerrero, Antonio ;
Iniguez, David ;
Maiorano, Andrea ;
Marinari, Enzo ;
Martin-Mayor, Victor ;
Monforte-Garcia, Jorge ;
Munoz Sudupe, Antonio ;
Navarro, Denis ;
Parisi, Giorgio ;
Perez-Gaviro, Sergio ;
Ricci-Tersenghi, Federico ;
Jesus Ruiz-Lorenzo, Juan ;
Schifano, Sebastiano Fabio ;
Seoane, Beatriz ;
Tarancon, Alfonso ;
Tripiccione, Raffaele ;
Yllanes, David .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2017, 114 (08) :1838-1843
[6]  
Bartlett MS., 1960, Stochastic population models in ecology and epidemiology
[7]   DIFFUSION-DRIVEN MECHANISMS OF PROTEIN TRANSLOCATION ON NUCLEIC-ACIDS .1. MODELS AND THEORY [J].
BERG, OG ;
WINTER, RB ;
VONHIPPEL, PH .
BIOCHEMISTRY, 1981, 20 (24) :6929-6948
[8]  
Cardy J., 2008, Non-equilibrium Statistical Mechanics and Turbulence
[9]   Fluctuation relations in simple examples of non-equilibrium steady states [J].
Chetrite, Raphael ;
Falkovich, Gregory ;
Gawedzki, Krzysztof .
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2008,
[10]   Violation of the fluctuation-dissipation theorem in glassy systems: basic notions and the numerical evidence [J].
Crisanti, A ;
Ritort, F .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 2003, 36 (21) :R181-R290