Essentials of Mathematical Methods: Foundations, Principles, and Algorithms
Essentials of Mathematical Methods: Foundations, Principles, and Algorithms
English | 2020 | ISBN: n/a | 1832 Pages | PDF (True) | 53 MB
English | 2020 | ISBN: n/a | 1832 Pages | PDF (True) | 53 MB
Today, mathematical methods, models, and computational algorithms are playing increasingly significant roles in addressing major challenges arising from scientific research and technological development. Although many novel methods and algorithms, such as deep learning and artificial intelligence, are emerging and reshaping various areas at an unprecedented pace, their core ideas and working mechanisms are inherently related to and deeply rooted in some essential mathematical foundations and principles. By performing an in-depth survey on the underlying foundations, principles, and algorithms, this book aims to navigate the vast landscape of mathematical methods widely used in diverse domains.