Replication of Chaos in Neural Networks, Economics and Physics Replication of Chaos in Neural Networks, Economics and Physics
Nonlinear Physical Science

Replication of Chaos in Neural Networks, Economics and Physics

    • ‏84٫99 US$
    • ‏84٫99 US$

وصف الناشر

This book presents detailed descriptions of chaos for continuous-time systems. It is the first-ever book to consider chaos as an input for differential and hybrid equations. Chaotic sets and chaotic functions are used as inputs for systems with attractors: equilibrium points, cycles and tori. The findings strongly suggest that chaos theory can proceed from the theory of differential equations to a higher level than previously thought. The approach selected is conducive to the in-depth analysis of different types of chaos. The appearance of deterministic chaos in neural networks, economics and mechanical systems is discussed theoretically and supported by simulations. As such, the book offers a valuable resource for mathematicians, physicists, engineers and economists studying nonlinear chaotic dynamics.

النوع
علم وطبيعة
تاريخ النشر
٢٠١٥
١٣ أغسطس
اللغة
EN
الإنجليزية
عدد الصفحات
٤٧٢
الناشر
Springer Berlin Heidelberg
البائع
Springer Nature B.V.
الحجم
١٣٫٥
‫م.ب.‬
Nonlinear Dynamics Nonlinear Dynamics
٢٠٢٢
Transient Chaos Transient Chaos
٢٠١١
14th Chaotic Modeling and Simulation International Conference 14th Chaotic Modeling and Simulation International Conference
٢٠٢٢
13th Chaotic Modeling and Simulation International Conference 13th Chaotic Modeling and Simulation International Conference
٢٠٢١
Synchronization Synchronization
٢٠١٨
Control of Self-Organizing Nonlinear Systems Control of Self-Organizing Nonlinear Systems
٢٠١٦
Artificial Neural Networks Artificial Neural Networks
٢٠٢٤
Dynamics with Chaos and Fractals Dynamics with Chaos and Fractals
٢٠٢٠
Almost Periodicity, Chaos, and Asymptotic Equivalence Almost Periodicity, Chaos, and Asymptotic Equivalence
٢٠١٩
Bifurcation in Autonomous and Nonautonomous Differential Equations with Discontinuities Bifurcation in Autonomous and Nonautonomous Differential Equations with Discontinuities
٢٠١٧
Neural Networks with Discontinuous/Impact Activations Neural Networks with Discontinuous/Impact Activations
٢٠١٣
Nonlinear Hybrid Continuous/Discrete-Time Models Nonlinear Hybrid Continuous/Discrete-Time Models
٢٠١١
Random Vibration with Machine Learning Method Random Vibration with Machine Learning Method
٢٠٢٥
Fractional Derivatives for Physicists and Engineers Fractional Derivatives for Physicists and Engineers
٢٠٢٥
Analytical Dynamics of Nonlinear Rotors Analytical Dynamics of Nonlinear Rotors
٢٠٢٥
Electron-Photon Cascades Electron-Photon Cascades
٢٠٢٤
Dynamical Phase Transitions in Chaotic Systems Dynamical Phase Transitions in Chaotic Systems
٢٠٢٣
Two-Dimensional Quadratic Nonlinear Systems Two-Dimensional Quadratic Nonlinear Systems
٢٠٢٣