Dynamical analysis of evolution equations in generalized models

被引:15
作者
Kuehn, Christian [1 ,2 ]
Siegmund, Stefan [2 ,3 ]
Gross, Thilo [1 ,2 ]
机构
[1] Max Planck Inst Phys Komplexer Syst, D-01187 Dresden, Germany
[2] Ctr Dynam Dresden, Dresden, Germany
[3] Tech Univ Dresden, Dept Math, D-01062 Dresden, Germany
关键词
generalized models; evolution equations; bifurcations; scaling transformation; S-SYSTEMS; STABILITY; BIFURCATIONS; EQUIVALENCE; CHAOS;
D O I
10.1093/imamat/hxs008
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Generalized models provide a framework for the study of evolution equations without specifying all functional forms in the defining vector field. The generalized formulation of problems has been shown to facilitate the analytical investigation of local dynamics and has been used successfully to answer applied questions. Yet their potential to facilitate analytical computations has not been realized in the mathematical literature. In the present paper, we introduce the method of generalized modelling in mathematical terms, supporting the key steps of the procedure by rigorous proofs. Further, we point out open questions that are in the scope of present mathematical research and if answered could greatly increase the predictive power of generalized models.
引用
收藏
页码:1051 / 1077
页数:27
相关论文
共 67 条
[1]  
[Anonymous], 2000, Probability and Statistics series
[2]  
[Anonymous], 1983, GEOMETRICAL METHODS
[3]  
[Anonymous], 2009, Stochastic Methods
[4]  
Arnold L, 1998, Random dynamical systems
[5]  
AUFDERHEIDE H., 2012, MESOSCALE SYMMETRIES
[6]   Ensemble modelling or selecting the best model: Many could be better than one [J].
Barai, SV ;
Reich, Y .
AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING, 1999, 13 (05) :377-386
[7]   Instabilities in spatially extended predator-prey systems: Spatio-temporal patterns in the neighborhood of Turing-Hopf bifurcations [J].
Baurmann, Martin ;
Gross, Thilo ;
Feudel, Ulrike .
JOURNAL OF THEORETICAL BIOLOGY, 2007, 245 (02) :220-229
[8]   ELASTICITY - THE RELATIVE CONTRIBUTION OF DEMOGRAPHIC PARAMETERS TO POPULATION-GROWTH RATE [J].
DEKROON, H ;
PLAISIER, A ;
VANGROENENDAEL, J ;
CASWELL, H .
ECOLOGY, 1986, 67 (05) :1427-1431
[9]  
DUMORTIER F, 1993, NATO ADV SCI INST SE, V408, P19
[10]  
DUMORTIER F., 1978, SINGULARITIES OF VEC