Get Optimization (Springer Texts in Statistics)
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Finite-dimensional optimization problems occur throughout the mathematical sciences. The majority of these problems cannot be solved analytically. This introduction to optimization attempts to strike a balance between presentation of mathematical theory and development of numerical algorithms. Building on students’ skills in calculus and linear algebra, the text provides a rigorous exposition without undue abstraction. Its stress on statistical applications will be especially appealing to graduate students of statistics and biostatistics. The intended audience also includes students in applied mathematics, computational biology, computer science, economics, and physics who want to see rigorous mathematics combined with real applications.In this second edition the emphasis remains on finite-dimensional optimization. New material has been added on the MM algorithm, block descent and ascent, and the calculus of variations. Convex calculus is now treated in much greater depth.  Advanced topics such as the Fenchel conjugate, subdifferentials, duality, feasibility, alternating projections, projected gradient methods, exact penalty methods, and Bregman iteration will equip students with the essentials for understanding modern data mining techniques in high dimensions. Topical Software SciPy.org Topical Software This page indexes add-on software and other resources relevant to SciPy categorized by scientific discipline or computational topic. Quality-of-service in cloud computing: modeling techniques ... Deployment environment. Several studies have attempted to characterize the QoS showed by cloud deployment environments through benchmarking. Statistical ... Robotics Institute: Courses The Robotics Institute at Carnegie Mellon University was established in 1979 to conduct basic and applied research in robotics technologies relevant to industrial and ... Dr. Arsham's Statistics Site - home.ubalt.edu The Birth of Probability and Statistics The original idea of"statistics" was the collection of information about and for the"state". The word statistics derives ... Books in the Mathematical Sciences This site is intended as a resource for university students in the mathematical sciences. Books are recommended on the basis of readability and other pedagogical value. Mathematics Springer On these pages you will find Springers journals books and eBooks in all areas of Mathematics serving researchers lecturers students and professionals. Wikipedia:Requested articles/Mathematics - Wikipedia Add your request in the most appropriate place below. Before adding a request please: for existing articles on the same subject. If an article exists but not at the ... Mathematical Statistics - Free E-Books Mathematical Statistics - list of freely downloadable books at E-Books Directory Outline of mathematics - Wikipedia The following outline is provided as an overview of and topical guide to mathematics: Mathematics is a field of study that investigates topics such as number space ... Mathematics Series M - Z from Springer Get in Contact Contact your publishing editor directly with your proposals and questions. Be(come) an Author All you need to know: Manuscript guidelines tools ...
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