{"product_id":"introduction-to-nonlinear-optimization-theory-algorithms-and-applications-with-matlab-9789386235350","title":"Introduction to Nonlinear Optimization: Theory, Algorithms, and Applications with Matlab","description":"\u003cp\u003e • Author(s): Amir Beck\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 book provides the foundations of the theory of nonlinear optimization as well as some related algorithms and presents a variety of applications from diverse areas of applied sciences. The author combines three pillars of optimization—theoretical and algorithmic foundation, familiarity with various applications, and the ability to apply the theory and algorithms on actual problems—and rigorously and gradually builds the connection between theory, algorithms, applications, and implementation.\u003c\/p\u003e \u003cp\u003eReaders will find\u003c\/p\u003e \u003cul\u003e \u003cli\u003emore than 170 theoretical, algorithmic, and numerical exercises that deepen and enhance the reader's understanding of the topics;\u003c\/li\u003e \u003cli\u003eseveral subjects not typically found in optimization books—for example, optimality conditions in sparsity-constrained optimization, hidden convexity, and total least squares;\u003c\/li\u003e \u003cli\u003ea large number of applications discussed theoretically and algorithmically, such as circle fitting, Chebyshev center, the Fermat–Weber problem, denoising, clustering, total least squares, and orthogonal regression; and\u003c\/li\u003e \u003cli\u003etheoretical and algorithmic topics demonstrated by the MATLAB® toolbox CVX and a package of m-files that is posted on the book’s web site.\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eThis book is intended for graduate or advanced undergraduate students of mathematics, computer science, and electrical engineering as well as other engineering disciplines. The book will also be of interest to researchers. \u003c\/p\u003e \u003cp\u003e \u003cstrong\u003eKeywords:\u003c\/strong\u003e nonlinear optimization, convex analysis, smooth optimization algorithms, optimality conditions, scientific computing\u003c\/p\u003e","brand":"Orient Blackswan Pvt Ltd","offers":[{"title":"Paperback","offer_id":45616515874967,"sku":"9789386235350","price":1165.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9789386235350.webp?v=1769294999","url":"https:\/\/atlanticbooks.com\/products\/introduction-to-nonlinear-optimization-theory-algorithms-and-applications-with-matlab-9789386235350","provider":"Atlantic Books","version":"1.0","type":"link"}