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Item Details
| Title:
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STATISTICAL OPTIMIZATION OF BIOLOGICAL SYSTEMS
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| By: |
Tapobrata Panda, Thomas Theodore, R. Arun Kumar |
| Format: |
Electronic book text |
| List price:
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£55.00 |
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We believe that this item is permanently unavailable, and so we cannot source
it.
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| ISBN 10: |
1466587091 |
| ISBN 13: |
9781466587090 |
| Publisher: |
TAYLOR & FRANCIS INC |
| Pub. date: |
18 November, 2015 |
| Pages: |
278 |
| Synopsis: |
A number of books written by statisticians address the mathematical optimization of biological systems, but do not directly address statistical optimization. Statistical Optimization of Biological Systems 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:Describes experimental design from identifying process variables to selecting a screening design, applying response surface methodology, and conducting regression modelingDemonstrates the statistical analysis and optimization of different experimental designs, the results of which are used to establish important variables and optimum settingsDetails the optimization techniques employed to determine optimum levels of the process variables for both single- and multiple-response systemsDiscusses important experimental designs, such as evolutionary operation programs and Taguchi's designsDelineates the concept of hybrid experimental design using the essence of a genetic algorithmStatistical Optimization of Biological Systems examines 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. |
| Illustrations: |
Lines of equation 112/Total equations 317; 119 Tables, black and white; 72 |
| Publication: |
US |
| Imprint: |
CRC Press Inc |
| Returns: |
Non-returnable |
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