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Manfred Baerns Combinatorial Development Of Solid Catalytic Material (Hardback)
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eBay item number:355416873729
Item specifics
- Condition
- Book Title
- Combinatorial Development Of Solid Catalytic Materials: Design Of
- Title
- Combinatorial Development Of Solid Catalytic Materials: Design Of
- EAN
- 9781848163430
- ISBN
- 9781848163430
- Genre
- Science Nature & Math
- Release Date
- 01/12/2009
- Release Year
- 2009
- Country/Region of Manufacture
- GB
- Series
- Catalytic Science Series
- Publication Year
- 2009
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Publication Name
- Combinatorial Development Of Solid Catalytic Materials: Design Of High-throughput Experiments, Data Analysis, Data Mining
- Publisher
- Imperial College Press
- Subject
- Chemistry
- Number of Pages
- 192 Pages
About this product
Product Information
The book provides a comprehensive treatment of combinatorial development of heterogeneous catalysts. In particular, two computer-aided approaches that have played a key role in combinatorial catalysis and high-throughput experimentation during the last decade - evolutionary optimization and artificial neural networks - are described. The book is unique in that it describes evolutionary optimization in a broader context of methods of searching for optimal catalytic materials, including statistical design of experiments, as well as presents neural networks in a broader context of data analysis. It is the first book that demystifies the attractiveness of artificial neural networks, explaining its rational fundamental - their universal approximation capability. At the same time, it shows the limitations of that capability and describes two methods for how it can be improved. The book is also the first that presents two other important topics pertaining to evolutionary optimization and artificial neural networks: automatic generating of problem-tailored genetic algorithms, and tuning evolutionary algorithms with neural networks. Both are not only theoretically explained, but also well illustrated through detailed case studies.
Product Identifiers
Publisher
Imperial College Press
ISBN-13
9781848163430
eBay Product ID (ePID)
113876642
Product Key Features
Publication Name
Combinatorial Development Of Solid Catalytic Materials: Design Of High-throughput Experiments, Data Analysis, Data Mining
Format
Hardcover
Language
English
Subject
Chemistry
Publication Year
2009
Type
Textbook
Number of Pages
192 Pages
Dimensions
Volume
7
Additional Product Features
Series Title
Catalytic Science Series
Country/Region of Manufacture
United Kingdom
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- GB 864 1548 11
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eBay item number:355416873729
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