{"product_id":"numerical-matrix-analysis-linear-systems-and-least-squares-9789386235381","title":"Numerical Matrix Analysis: Linear Systems and Least Squares","description":"\u003cp\u003e • Author(s): Ilse C. F. Ipsen\u003cbr\u003e • Publisher: Orient Blackswan Pvt Ltd\u003cbr\u003e • Publisher Imprint: Orient Blackswan Pvt Ltd\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis self-contained textbook presents matrix analysis in the context of numerical computation with numerical conditioning of problems and numerical stability of algorithms at the forefront. Using a unique combination of numerical insight and mathematical rigor, it advances readersÕ understanding of two phenomena: sensitivity of linear systems and least squares problems, and numerical stability of algorithms. \u003cbr\u003e \u003cbr\u003e This book differs from other numerical linear algebra texts by offering\u003c\/p\u003e \u003cul\u003e \u003cli\u003ea systematic development of numerical conditioning,\u003c\/li\u003e \u003cli\u003ea simplified concept of numerical stability in exact arithmetic,\u003c\/li\u003e \u003cli\u003esimple derivations,\u003c\/li\u003e \u003cli\u003ea high-level view of algorithms, and\u003c\/li\u003e \u003cli\u003eresults for complex matrices.\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eThe material is presented at a basic level, emphasizing ideas and intuition, and each chapter offers simple exercises for use in the classroom and more challenging exercises for student practice. \u003c\/p\u003e \u003cp\u003eThis book is intended for first-year graduate students in engineering, operations research, computational science, and all areas of mathematics. It also is appropriate for self-study.\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eKeywords:\u003c\/strong\u003e  \u003ca href=\"http:\/\/epubs.siam.org\/keyword\/Numerical+Conditioning\"\u003enumerical conditioning\u003c\/a\u003e, \u003ca href=\"http:\/\/epubs.siam.org\/keyword\/Sensitivity\"\u003esensitivity\u003c\/a\u003e, \u003ca href=\"http:\/\/epubs.siam.org\/keyword\/Numerical+Stability\"\u003enumerical stability\u003c\/a\u003e, \u003ca href=\"http:\/\/epubs.siam.org\/keyword\/Singular+Value+Decomposition\"\u003esingular value decomposition\u003c\/a\u003e\u003c\/p\u003e","brand":"Orient Blackswan Pvt Ltd","offers":[{"title":"Paperback","offer_id":45616519643287,"sku":"9789386235381","price":538.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9789386235381.webp?v=1769295008","url":"https:\/\/atlanticbooks.com\/products\/numerical-matrix-analysis-linear-systems-and-least-squares-9789386235381","provider":"Atlantic Books","version":"1.0","type":"link"}