دانلود کتاب Numerical Optimization: Theoretical and Practical Aspects

Name: Numerical Optimization: Theoretical and Practical Aspects
Availability: InStock
Author: Joseph-Frédéric Bonnans
ISBN: 9783540354451, 354035445X

by Joseph-Frédéric Bonnans, Jean Charles Gilbert, Claude Lemarechal, Claudia A. Sagastizábal

عنوان فارسی: بهینه سازی عددی: جنبه های نظری و عملی
ناشر: Springer
سال: 2006
ویرایش: 2nd
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 492-492
شابک: 9783540354451, 354035445X
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 3.00 مگابایت

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جزییات کتاب

Just as in its 1st edition, this book starts with illustrations of the ubiquitous character of optimization, and describes numerical algorithms in a tutorial way. It covers fundamental algorithms as well as more specialized and advanced topics for unconstrained and constrained problems. Most of the algorithms are explained in a detailed manner, allowing straightforward implementation. Theoretical aspects of the approaches chosen are also addressed with care, often using minimal assumptions. This new edition contains computational exercises in the form of case studies which help understanding optimization methods beyond their theoretical, description, when coming to actual implementation. Besides, the nonsmooth optimization part has been substantially reorganized and expanded.