From Nonlinear Dynamics to Trigonometry’s Magic

From Nonlinear Dynamics to Trigonometry’s Magic
Author: Belkacem Meziane
Publisher: Cambridge Scholars Publishing
Total Pages: 335
Release: 2021-12-21
Genre: Science
ISBN: 1527578615

The book develops new methodologies to unravel the mathematics of nonlinear dynamics using simple trigonometry. It offers a complete tutorial for neophytes, as well as experts, in nonlinear dynamics, as it examines, using an original and simple approach, the fundamental example of Chaos, the Lorenz-Haken equations, with high order trigonometry. The book will appeal to physicists, mathematicians, and graduate and undergraduate students alike.

From Nonlinear Dynamics to Trigonometry's Magic

From Nonlinear Dynamics to Trigonometry's Magic
Author: Belkacem Meziane
Publisher: Cambridge Scholars Publishing
Total Pages:
Release: 2022-02
Genre:
ISBN: 9781527577633

The book develops new methodologies to unravel the mathematics of nonlinear dynamics using simple trigonometry. It offers a complete tutorial for neophytes, as well as experts, in nonlinear dynamics, as it examines, using an original and simple approach, the fundamental example of Chaos, the Lorenz-Haken equations, with high order trigonometry. The book will appeal to physicists, mathematicians, and graduate and undergraduate students alike.

Mathematics for Machine Learning

Mathematics for Machine Learning
Author: Marc Peter Deisenroth
Publisher: Cambridge University Press
Total Pages: 392
Release: 2020-04-23
Genre: Computers
ISBN: 1108569323

The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site.

Street-Fighting Mathematics

Street-Fighting Mathematics
Author: Sanjoy Mahajan
Publisher: MIT Press
Total Pages: 152
Release: 2010-03-05
Genre: Education
ISBN: 0262265591

An antidote to mathematical rigor mortis, teaching how to guess answers without needing a proof or an exact calculation. In problem solving, as in street fighting, rules are for fools: do whatever works—don't just stand there! Yet we often fear an unjustified leap even though it may land us on a correct result. Traditional mathematics teaching is largely about solving exactly stated problems exactly, yet life often hands us partly defined problems needing only moderately accurate solutions. This engaging book is an antidote to the rigor mortis brought on by too much mathematical rigor, teaching us how to guess answers without needing a proof or an exact calculation. In Street-Fighting Mathematics, Sanjoy Mahajan builds, sharpens, and demonstrates tools for educated guessing and down-and-dirty, opportunistic problem solving across diverse fields of knowledge—from mathematics to management. Mahajan describes six tools: dimensional analysis, easy cases, lumping, picture proofs, successive approximation, and reasoning by analogy. Illustrating each tool with numerous examples, he carefully separates the tool—the general principle—from the particular application so that the reader can most easily grasp the tool itself to use on problems of particular interest. Street-Fighting Mathematics grew out of a short course taught by the author at MIT for students ranging from first-year undergraduates to graduate students ready for careers in physics, mathematics, management, electrical engineering, computer science, and biology. They benefited from an approach that avoided rigor and taught them how to use mathematics to solve real problems. Street-Fighting Mathematics will appear in print and online under a Creative Commons Noncommercial Share Alike license.

Essentials of Paleomagnetism

Essentials of Paleomagnetism
Author: Lisa Tauxe
Publisher: Univ of California Press
Total Pages: 505
Release: 2010-03-19
Genre: Science
ISBN: 0520260317

"This book by Lisa Tauxe and others is a marvelous tool for education and research in Paleomagnetism. Many students in the U.S. and around the world will welcome this publication, which was previously only available via the Internet. Professor Tauxe has performed a service for teaching and research that is utterly unique."—Neil D. Opdyke, University of Florida

Understanding Nonlinear Dynamics

Understanding Nonlinear Dynamics
Author: Daniel Kaplan
Publisher: Springer Science & Business Media
Total Pages: 438
Release: 2012-12-06
Genre: Mathematics
ISBN: 1461208238

Mathematics is playing an ever more important role in the physical and biological sciences, provoking a blurring of boundaries between scientific disciplines and a resurgence of interest in the modern as well as the classical techniques of applied mathematics. This renewal of interest, both in research and teaching, has led to the establishment of the series: Texts in Applied Mathematics ( TAM). The development of new courses is a natural consequence of a high level of excitement on the research frontier as newer techniques, such as numerical and symbolic computer systems, dynamical systems, and chaos, mix with and reinforce the traditional methods of applied mathematics. Thus, the purpose of this textbook series is to meet the current and future needs of these advances and encourage the teaching of new courses. TAM will publish textbooks suitable for use in advanced undergraduate and beginning graduate courses, and will complement the Applied Mathematical Sciences (AMS) series, which will focus on advanced textbooks and research level monographs. About the Authors Daniel Kaplan specializes in the analysis of data using techniques motivated by nonlinear dynamics. His primary interest is in the interpretation of irregular physiological rhythms, but the methods he has developed have been used in geo physics, economics, marine ecology, and other fields. He joined McGill in 1991, after receiving his Ph.D from Harvard University and working at MIT. His un dergraduate studies were completed at Swarthmore College. He has worked with several instrumentation companies to develop novel types of medical monitors.

The Equations World

The Equations World
Author: Boris Pritsker
Publisher: Courier Dover Publications
Total Pages: 337
Release: 2019-08-14
Genre: Mathematics
ISBN: 048684305X

Equations are the lifeblood of mathematics, science, and technology, and this book examines equations of all kinds. With his masterful ability to convey the excitement and elegance of mathematics, author Boris Pritsker explores equations from the simplest to the most complex—their history, their charm, and their usefulness in solving problems. The Equations World bridges the fields of algebra, geometry, number theory, and trigonometry, solving more than 280 problems by employing a wide spectrum of techniques. The author demystifies the subject with efficient hints, tricks, and methods that reveal the fun and satisfaction of problem solving. He also demonstrates how equations can serve as important tools for expressing a problem's data, showing the ways in which they assist in fitting parts together to solve the whole puzzle. In addition, brief historical tours reveal the foundations of mathematical thought by tracing the ideas and approaches developed by mathematicians over the centuries. Both recreational mathematicians and ambitious students will find this book an ample source of enlightenment and enjoyment.