Tapobrata Panda,
Thomas Theodore,
R. Arun Kumar
Statistical Optimization of Biological Systems
Paperback Engels 2017 9781138893139Levertijd ± 8 werkdagen
Gratis verzonden
Samenvatting
This book explains how to apply non-statistical and statistical techniques to the optimization of biological systems. Employing real-life bioprocess optimization problems and their solutions as examples, the text describes experimental design from identifying process variables to selecting a screening design, applying response surface methodology, and conducting regression modeling. It demonstrates the statistical analysis and optimization of different experimental designs, details the optimization techniques employed to determine optimum levels of the process variables for both single- and multiple-response systems, and discusses important experimental designs.
Specificaties
ISBN13:9781138893139
Taal:Engels
Bindwijze:Paperback
Aantal pagina's:296
Uitgever:Taylor & Francis Ltd
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Inhoudsopgave
Introduction. Non-Statistical Experimental Design. Response Surface Experimental Designs. Statistical Analysis of Experimental Designs and Optimization of Process Variables. Evolutionary Operation Programmes. Taguchi’s Design. Hybrid Experimental Design Based on a Genetic Algorithm.
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