{"product_id":"amazon-women-on-the-moon-dvd-0738329251215","title":"Amazon Women on the Moon","description":"\u003cem\u003e \u003cp\u003ePROCES OPTIMIZATION: A Statistical Approach\u003c\/p\u003e\u003c\/em\u003e is a textbook for a course in experimental optimization techniques for industrial production processes and other noisy systems where the main emphasis is process optimization. The book can also be used as a reference text by Industrial, Quality and Process Engineers and Applied Statisticians working in industry, in particular, in semiconductor\/electronics manufacturing and in biotech manufacturing industries. \u003cp\u003eThe major features of \u003cem\u003ePROCES OPTIMIZATION: A Statistical Approach\u003c\/em\u003e are: \u003c\/p\u003e \u003cul\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eIt provides a complete exposition of mainstream experimental design techniques, including designs for first and second order models, response surface and optimal designs;\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eDiscusses mainstream response surface method in detail, including unconstrained and constrained (i.e., ridge analysis and dual and multiple response) approaches;\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eIncludes an extensive discussion of Robust Parameter Design (RPD) problems, including experimental design issues such as Split Plot designs and recent optimization approaches used for RPD;\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003ePresents a detailed treatment of Bayesian Optimization approaches based on experimental data (including an introduction to Bayesian inference), including single and multiple response optimization and model robust optimization;\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eProvides an in-depth presentation of the statistical issues that arise in optimization problems, including confidence regions on the optimal settings of a process, stopping rules in experimental optimization and more;\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eContains a discussion on robust optimization methods as used in mathematical programming and their application in response surface optimization;\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eOffers software programs written in MATLAB and MAPLE to implement Bayesian and frequentist process optimization methods;\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eProvides an introduction to the optimization of computer and simulation experiments including and introduction to stochastic approximation and stochastic perturbation stochastic approximation (SPSA) methods;\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eIncludes an introduction to Kriging methods and experimental design for computer experiments;\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e\n\u003c\/ul\u003e \u003cp\u003eProvides extensive appendices on Linear Regression, ANOVA, and Optimization Results.\u003c\/p\u003e \u003cp\u003e\u003cbr\u003e \u003c\/p\u003e","brand":"WoB","offers":[{"title":"GB \/ VERY_GOOD \/ INTERNAL","offer_id":49700199989521,"sku":"DVDB08H59TR56VG","price":200.99,"currency_code":"USD","in_stock":false},{"title":"US \/ GOOD \/ SBYB","offer_id":53421538410769,"sku":"CINB08H59TR56G","price":0.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/B08H59TR56.jpg?v=1750691032","url":"https:\/\/www.worldofbooks.com\/products\/amazon-women-on-the-moon-dvd-0738329251215","provider":"World of Books ","version":"1.0","type":"link"}