Calculus for Cognitive Scientists Higher Order Models and Their Analysis /

• Κύριος συγγραφέας: Peterson, James K. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2016.
• Έκδοση: 1st ed. 2016.
• Σειρά: Cognitive Science and Technology,
• Θέματα: Engineering.; Artificial intelligence.; Computer graphics.; Neural networks (Computer science).; Physics.; Computational intelligence.; Computational Intelligence.; Theoretical, Mathematical and Computational Physics.; Mathematical Models of Cognitive Processes and Neural Networks.; Artificial Intelligence (incl. Robotics).; Computer Imaging, Vision, Pattern Recognition and Graphics.

This book offers a self-study program on how mathematics, computer science and science can be profitably and seamlessly intertwined. This book focuses on two variable ODE models, both linear and nonlinear, and highlights theoretical and computational tools using MATLAB to explain their solutions. It...

Πίνακας περιεχομένων:

• Introductory Remarks
• Linear Algebra
• Numerical Methods Order One ODEs
• Multivariable Calculus
• Integration
• Complex Numbers
• Linear Second Order ODEs
• Systems
• Numerical Methods Systems of ODEs
• Predator Prey Models
• Predator Prey Models With Self Interaction
• Disease Models
• A Cancer Model
• Nonlinear Differential Equations
• An Insulin Model
• Series Solutions
• Final Thoughts
• Background Reading.