{"product_id":"numerical-linear-algebra-and-matrix-factorizations-9783030364670","title":"Numerical Linear Algebra and Matrix Factorizations","description":"\u003cp\u003e • Author(s): Lyche\u003cbr\u003e • Publisher: Springer Verlag\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • Subject: Mathematics and Statistics\u003cbr\u003e • BISAC: Algebra - Linear\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eAfter reading this book, students should be able to analyze computational problems in linear algebra such as linear systems, least squares- and eigenvalue problems, and to develop their own algorithms for solving them. \u003c\/p\u003e Since these problems can be large and difficult to handle, much can be gained by understanding and taking advantage of special structures. This in turn requires a good grasp of basic numerical linear algebra and matrix factorizations. Factoring a matrix into a product of simpler matrices is a crucial tool in numerical linear algebra, because it allows us to tackle complex problems by solving a sequence of easier ones. \u003cp\u003e\u003c\/p\u003e \u003cp\u003eThe main characteristics of this book are as follows: \u003c\/p\u003e \u003cp\u003eIt is self-contained, only assuming that readers have completed first-year calculus and an introductory course on linear algebra, and that they have some experience with solving mathematical problems on a computer. The book provides detailed proofs of virtually all results. Further, its respective parts can be used independently, making it suitable for self-study. \u003c\/p\u003e \u003cp\u003eThe book consists of 15 chapters, divided into five thematically oriented parts. The chapters are designed for a one-week-per-chapter, one-semester course. To facilitate self-study, an introductory chapter includes a brief review of linear algebra. \u003c\/p\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Springer Verlag","offers":[{"title":"Hardcover","offer_id":45091675078807,"sku":"9783030364670","price":5141.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783030364670.webp?v=1769204860","url":"https:\/\/atlanticbooks.com\/products\/numerical-linear-algebra-and-matrix-factorizations-9783030364670","provider":"Atlantic Books","version":"1.0","type":"link"}