{"product_id":"statistical-optimization-of-biological-systems-paperback-softback","title":"Statistical Optimization of Biological Systems - Paperback \/ softback","description":"\u003cp\u003eA number of books written by statisticians address the mathematical optimization of biological systems, but do not directly address statistical optimization. \u003cstrong\u003eStatistical Optimization of Biological Systems\u003c\/strong\u003e covers the optimization of bioprocess systems in its entirety, devoting much-needed attention to the experimental optimization of biological systems using statistical techniques. Employing real-life bioprocess optimization problems and their solutions as examples, this book:\u003c\/p\u003e\u003cul\u003e \u003cli\u003eDescribes experimental design from identifying process variables to selecting a screening design, applying response surface methodology, and conducting regression modeling\u003c\/li\u003e \u003cli\u003eDemonstrates the statistical analysis and optimization of different experimental designs, the results of which are used to establish important variables and optimum settings\u003c\/li\u003e \u003cli\u003eDetails the optimization techniques employed to determine optimum levels of the process variables for both single- and multiple-response systems\u003c\/li\u003e \u003cli\u003eDiscusses important experimental designs, such as evolutionary operation programs and Taguchi’s designs\u003c\/li\u003e \u003cli\u003eDelineates the concept of hybrid experimental design using the essence of a genetic algorithm\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003e\u003cstrong\u003eStatistical Optimization of Biological Systems \u003c\/strong\u003eexamines the complex nature of biological systems, the need for optimization, and the rationale of statistical and non-statistical optimization methods. More importantly, the book explains how to successfully apply mathematical and statistical techniques to the optimization of biological systems.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":45575960002798,"sku":"9781138893139","price":123.25,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0630\/9612\/7726\/files\/9781138893139.jpg?v=1720961945","url":"https:\/\/bookland.com.au\/products\/statistical-optimization-of-biological-systems-paperback-softback","provider":"Book Land AU","version":"1.0","type":"link"}