Introduction to Mathematical Modeling and Chaotic Dynamics
Auteurs : Upadhyay Ranjit Kumar, Iyengar Satteluri R. K.
Introduction to Mathematical Modeling and Chaotic Dynamics focuses on mathematical models in natural systems, particularly ecological systems. Most of the models presented are solved using MATLAB®.
The book first covers the necessary mathematical preliminaries, including testing of stability. It then describes the modeling of systems from natural science, focusing on one- and two-dimensional continuous and discrete time models. Moving on to chaotic dynamics, the authors discuss ways to study chaos, types of chaos, and methods for detecting chaos. They also explore chaotic dynamics in single and multiple species systems. The text concludes with a brief discussion on models of mechanical systems and electronic circuits.
Suitable for advanced undergraduate and graduate students, this book provides a practical understanding of how the models are used in current natural science and engineering applications. Along with a variety of exercises and solved examples, the text presents all the fundamental concepts and mathematical skills needed to build models and perform analyses.
Introduction to Mathematical Modeling. Modeling of Systems from Natural Science. Introduction to Chaotic Dynamics. Chaotic Dynamics in Model Systems from Natural Science. Modeling of Some Engineering Systems. Solutions to Odd-Numbered Problems. Index.
Dr. Ranjit Kumar Upadhyay is a professor in the Department of Applied Mathematics at the Indian School of Mines. He has been teaching applied mathematics and mathematical modeling courses for more than 16 years. He is a member of the American Mathematical Society and the International Society of Computational Ecology, Hong Kong. His research areas include chaotic dynamics of real-world situations, population dynamics for marine and terrestrial ecosystems, disease dynamics, reaction–diffusion modeling, environmental modeling, differential equations, and dynamical systems theory.
Dr. Satteluri R.K. Iyengar is the dean of academic affairs and a professor of mathematics at Gokaraju Rangaraju Institute of Engineering & Technology. He was previously a professor and head of the Department of Mathematics at the Indian Institute of Technology New Delhi. He has been a professor for more than 22 years, has published numerous journal articles, and has been a recipient of several awards. His research areas encompass numerical analysis and mathematical modeling.
Date de parution : 08-2013
15.6x23.4 cm
Date de parution : 09-2019
15.6x23.4 cm
Thème d’Introduction to Mathematical Modeling and Chaotic Dynamics :
Mots-clés :
Equilibrium Point; Asymptotically Stable; Mathematical Models In Natural Systems; Equilibrium Point E1; Modeling Of Systems From Natural Science; Equilibrium Point E0; Chaotic Dynamics; Positive Equilibrium Point; Models Of Mechanical Systems And Electronic Circuits; Strong Allee Effect; Modeling Of Oscillators And Circuits; Chaotic Attractor; Testing Of Stability; Globally Asymptotically Stable; Continuous And Discrete Time Models; Bifurcation Diagram; Methods For Detecting Chaos; Hopf Bifurcation; Population Dynamics Of Two Interacting Species; Stable Limit Cycle; Limit Cycle; Limit Cycle Solutions; Half Saturation Constant; Interior Equilibrium Point; Saddle Node Bifurcation; Andronov Hopf Bifurcation; Leslie Gower Model; Kolmogorov Theorem; Pitchfork Bifurcation; Transcritical Bifurcation; Chua’s Circuit; Lyapunov Function; Turing Patterns; Allee Effect