Combinatorial development of solid catalytic materials: design of high-throughput experiments, data analysis, data mining

by Baerns, M., (Manfred)

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Title Statements

Full title :Combinatorial development of solid catalytic materials : design of high-throughput experiments, data analysis, data mining / Manfred Baerns, Martin Holeňa.

Edition Statements

Publication Date:©2009.

Publication Statements

Publisher(s):Imperial College Press
Place of Publication:London
Language:eng
Publication Date:©2009.

The Physical Object

Description:xi, 178 pages : : illustrations ; : 24 cm

Edition Identifiers

ISBN:9781848163430, 1848163436
oclc:ocn505908468
LC Classification:QD505
Dewey Decimal:006.3

Background of combinatorial catalyst development / M. Baerns -- Approaches in the development of heterogeneous catalysts / M. Baerns -- Mathematicial methods of searching for optimal catalytic materials / M. Holena -- Generating problem-tailored genetic algorithms for catalyst search / M. Holena -- Analysis and mining of data collected in catalytic experiments / M. Holena -- Artificial neural networks in the development of catalytic materials / M. Holena -- Tuning evolutionary algorithms with artificial neural networks / M. Holena -- Improving neural network approximations / M. Holena -- Applications of combinatorial catalyst development and an outlook on future work / M. Baerns.