{"product_id":"the-mathematics-of-nonlinear-programming-undergraduate-texts-in-mathematics","title":"The Mathematics of Nonlinear Programming (Undergraduate Texts in Mathematics)","description":"\u003cp\u003eNonlinear programming provides an excellent opportunity to explore an interesting variety of pure and solidly applicable mathematics  numerical analysis  and computing. This text develops some of the ideas and techniques involved in the optimization methods using calculus  leading to the study of convexity. This is followed by material on basic numerical methods  least squares  the Karush-Kuhn-Tucker theorem  penalty functions  and Lagrange multipliers. The authors have aimed their presentation at the student who has a working knowledge of matrix algebra and advanced calculus  but has had no previous exposure to optimization.\u003c\/p\u003e","brand":"My Store","offers":[{"title":"Default Title","offer_id":44964529012789,"sku":"ByrdShop_0387966145","price":38.53,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0627\/8139\/0901\/files\/9780387966144.jpg?v=1770464794","url":"https:\/\/atxbooks.com\/products\/the-mathematics-of-nonlinear-programming-undergraduate-texts-in-mathematics","provider":"ATX Books","version":"1.0","type":"link"}