Analytical and Computational Modeling of Complex Systems

A Systematic Approach to Understanding Real-World Complexity

AvFlorentin Paladi,Alexandr A. Barsuk

Häftad, Engelska, 2027

1 722 kr

Kommande

Beskrivning

Analytical and Computational Modeling of Complex Systems: A Systematic Approach to Understanding Real-World Complexity presents modern studies of complex systems by methods of statistical physics, numerical calculation, and computer modeling. Using general methods of investigating the branching (bifurcations) of solutions for nonlinear equations, the authors present an exhaustive analysis of the order parameter dependences on the control parameter in a small vicinity of the equilibrium values of parameters, including the stability analysis of the equilibrium states, and the asymptotic behavior of the order parameter dependences on the control parameter (bifurcation diagrams). The authors also present concepts and techniques used to model heterogeneous multi-agent interactions, complex neural networks, biochemical reaction networks in cells, and the dynamic behavior of economic systems over time. The book serves as both a learning resource and a practical reference for those engaged in the study of complex systems and their diverse real-world implementations. The book also offers a systematic learning path from theory to applications. It provides case studies that bridge the gap between mathematical formalism and complex systems modeling and simulation. Emphasizing hybrid and probabilistic modeling techniques, the book ensures greater flexibility for real-world applications. Covering a broad range of topics, it supports interdisciplinary use across departments such as physics, computer science, engineering, economics, and more.

  • Introduces a coherent methodology that integrates analytical techniques with probabilistic and computational approaches for modeling complex adaptive populations and dynamical systems.
  • Helps readers develop transferable skills in system analysis, regardless of domain, and provides a dual approach that accommodates a wider audience, from mathematically oriented researchers to practitioners seeking applicable computational tools.
  • Includes applied case studies and examples featuring MATLAB and Python code, together with computational outputs, tables, and figures.

Produktinformation

Utforska kategorier

Mer om författaren

Innehållsförteckning

Hoppa över listan

Mer från samma författare

Hoppa över listan

Du kanske också är intresserad av

Elsa Billgren, Sigfrid Billgren - Billgrens mat, Kartonnage
  • Nyhet

Billgrens mat

Elsa Billgren, Sigfrid Billgren

Kartonnage, 2026

269 kr

Lars Kepler - Medusa, Inbunden
  • Nyhet
Del 11

Medusa

Lars Kepler

Inbunden, 2026

269 kr

Tommy Myllymäki - Vardag, Kartonnage

Vardag

Tommy Myllymäki

Kartonnage, 2026

269 kr