Combinatorial Development of Solid Catalytic Materials 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Manfred Baerns 作者

Imperial College Press

译者

2009-4-1 出版日期

178 页数

USD 92.00 价格

Hardcover

丛书系列

9781848163430 图书编码

Combinatorial Development of Solid Catalytic Materials 在线电子书图书标签: 材料科学

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Combinatorial Development of Solid Catalytic Materials 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Combinatorial Development of Solid Catalytic Materials 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

Combinatorial Development of Solid Catalytic Materials 在线电子书图书描述

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

Combinatorial Development of Solid Catalytic Materials 在线电子书下载 mobi epub pdf txt 在线电子书下载

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