Calculus for Cognitive Scientists

Higher Order Models and Their Analysis

AvJames K. Peterson

Häftad, Engelska, 2018

Del i serien Cognitive Science and Technology

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2018-12-09
Mått:155 x 235 x 32 mm
Vikt:885 g
Format:Häftad
Språk:Engelska
Serie:Cognitive Science and Technology
Antal sidor:556
Förlag:Springer Verlag, Singapore
ISBN:9789811357206

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Tillämpad matematik inom Naturvetenskap och teknik
Artificiell intelligens inom Data och IT

Mer om författaren

Dr. James Peterson is an Associate Professor in Mathematical Sciences and Biological Sciences at Clemson University, USA. His formal training is in mathematics but he has worked as an aerospace engineer and a software engineer also. He enjoys working on very hard problems that require multiple disciplines to make sense out of and he reads, studies and plays in cutting edge areas a lot as part of his interests.

Innehållsförteckning

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.