{"product_id":"9783319825403","title":"Springer Texts in Business and Economics: Analysis, Mathematical Modeling, Control and Optimization","description":"\u003ch1\u003eSpringer Texts in Business and Economics: Analysis, Mathematical Modeling, Control and Optimization\u003c\/h1\u003e \u003ch2\u003eSkormin, Victor A.\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis textbook is intended for an introductory graduate level on process control, taught in most engineering curricula. It focuses on the statistical techniques and methods of control and system optimization needed for the mathematical modeling, analysis, simulation, control and optimization of multivariable manufacturing processes. In four sections, it covers:\u003c\/p\u003e\n\n\u003col\u003e\n\u003cli\u003e Relevant      mathematical methods, including random events, variables and processes,      and their characteristics; estimation and confidence intervals; Bayes      applications; correlation and regression analysis; statistical cluster      analysis; and singular value decomposition for classification applications.\u003c\/li\u003e  \u003cli\u003eMathematical description of manufacturing      processes, including static and dynamic models; model validation;      confidence intervals for model parameters; principal component analysis;      conventional and recursive least squares procedures; nonlinear least      squares; and continuous-time, discrete-time, s-domain and Z-domain models.\u003c\/li\u003e  \u003cli\u003eControl of manufacturing processes, including      transfer function\/transfer matrix models; state-variable models; methods      of discrete-time classical control; state variable discrete-time control;      state observers\/estimators in control systems; methods of decoupling      control; and methods of adaptive control.\u003c\/li\u003e  \u003cli\u003eMethods and applications of system      optimization, including unconstrained and constrained optimization; analytical      and numerical optimization procedures; use of penalty functions; methods      of linear programming; gradient methods; direct search methods; genetic      optimization; methods and applications of dynamic programming; and      applications to estimation, design, control, and planning.\u003c\/li\u003e \u003c\/ol\u003e \u003cp\u003eEach section of the book will include end-of-chapter exercises, and the book will be suitable for any systems, electrical, chemical, or industrial engineering program, as it focuses on the processes themselves, and not on the product being manufactured.  Students will be able to obtain a mathematical model of any manufacturing process, to design a computer-based control system for a particular continuous manufacturing process, and be able to formulate an engineering problem in terms of optimization, as well as the ability to choose and apply the appropriate optimization technique.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2018-06-24\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783319825403\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-319-42258-9\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 254\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":47400674689164,"sku":"9783319825403","price":80.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783319825403.jpg?v=1775784987","url":"https:\/\/lateknightbooks.com\/products\/9783319825403","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}