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nexusstc/Using Artificial Intelligence in Chemistry and Biology: A Practical Guide (Chapman & Hall Crc Research No)/44ff6299542eaee32b29d17921f5942f.pdf
Using Artificial Intelligence in Chemistry and Biology: A Practical Guide (Chapman & Hall Crc Research No) 🔍
Hugh Cartwright; chapter 10, Evolvable developmental systems, contributed by Nawwaf Kharma Taylor & Francis; CRC; CRC Press, 1 Har/Cdr, 2008
英语 [en] · PDF · 8.3MB · 2008 · 📘 非小说类图书 · 🚀/duxiu/lgli/lgrs/nexusstc/zlib · Save
描述
Possessing great potential power for gathering and managing data in chemistry, biology, and other sciences, Artificial Intelligence (AI) methods are prompting increased exploration into the most effective areas for implementation. A comprehensive resource documenting the current state-of-the-science and future directions of the field is required to furnish the working experimental scientist and newcomer alike with the background necessary to utilize these methods.
In response to the growing interest in the potential scientific applications of AI, Using Artificial Intelligence in Chemistry and Biology explains in a lucid, straightforward manner how these methods are used by scientists and what can be accomplished with them. Designed for those with no prior knowledge of AI, computer science, or programming, this book efficiently and quickly takes you to the point at which meaningful scientific applications can be investigated. The approach throughout is practical and direct, employing figures and illustrations to add clarity and humor to the topics at hand.
Unique in scope, addressing the needs of scientists across a range of disciplines, this book provides both a broad overview and a detailed introduction to each of the techniques discussed. Chapters include an introduction to artificial intelligence, artificial neural networks, self-organizing maps, growing cell structures, evolutionary algorithms, cellular automata, expert systems, fuzzy logic, learning classifier systems, and evolvable developmental systems. The book also comes with a CD containing a complete version of the EJS software with which most of the calculations were accomplished.
Encouraging a broader application of AI methods, this seminal work gives software designers a clearer picture of how scientists use AI and how to address those needs, and provides chemists, biologists, physicists, and others with the tools to increase the speed and efficiency of their work.
备用文件名
lgli/_396796.44ff6299542eaee32b29d17921f5942f.pdf
备用文件名
lgrsnf/_396796.44ff6299542eaee32b29d17921f5942f.pdf
备用文件名
zlib/Medicine/Hugh Cartwright/Using Artificial Intelligence in Chemistry and Biology: A Practical Guide (Chapman & Hall Crc Research No)_1104963.pdf
备选标题
Using Artificial Intelligence in Chemistry and Biology: A Practical Guide (Chapman & Hall/CRC Research Notes in Mathematics)
备选作者
Hugh M Cartwright; Nawwaf Kharma
备选作者
Cartwright, Hugh
备用出版商
Auerbach Publishers, Incorporated
备用出版商
Taylor and Francis Group,LLC
备用出版商
Chapman & Hall/CRC
备用出版商
CRC Press LLC
备用版本
CRC Press (Unlimited), Boca Raton, FL, 2008
备用版本
United States, United States of America
备用版本
Boca Raton, Florida, 2008
备用版本
April 15, 2008
备用版本
1, 2008-05-05
元数据中的注释
до 2011-08
元数据中的注释
lg666034
元数据中的注释
{"edition":"1 har/cdr","isbns":["0849384125","0849384141","9780849384127","9780849384141"],"last_page":360,"publisher":"CRC Press"}
元数据中的注释
Includes bibliographical references and index.
备用描述
The analysis and topology of elliptic operators on manifolds with singularities are much more complicated than in the smooth case and require completely new mathematical notions and theories. While there has recently been much progress in the field, many of these results have remained scattered in journals and preprints. Starting from an elementary level and finishing with the most recent results, this book gives a systematic exposition of both analytical and topological aspects of elliptic theory on manifolds with singularities. The presentation includes a review of the main techniques of the theory of elliptic equations, offers a comparative analysis of various approaches to differential equations on manifolds with singularities, and devotes considerable attention to applications of the theory. These include Sobolev problems, theorems of Atiyah-Bott-Lefschetz type, and proofs of index formulas for elliptic operators and problems on manifolds with singularities, including the authors' new solution to the index problem for manifolds with nonisolated singularities. A glossary, numerous illustrations, and many examples help readers master the subject. Clear exposition, up-to-date coverage, and accessibility - even at the advanced undergraduate level - lay the groundwork for continuing studies and further advances in the field
备用描述
"In response to the growing interest in the potential scientific applications of AI, Using Artificial Intelligence in Chemistry and Biology explains how these methods are used by scientists and what can be accomplished with them. Encouraging a broader application of AI methods, this seminal work gives software designers a clearer picture of how scientists use AI and how to address those needs, and provides chemists, biologists, physicists, and others the tools to increase the speed and efficiency of their work."--Jacket
备用描述
Explains how Artificial Intelligence (AI) methods are used by scientists and what can be accomplished with them. This book teaches meaningful scientific applications. It addresses the needs of scientists across a range of disciplines
备用描述
The first general study of harmonic morphisms was made by Constantinescu and Cornea in 1965 in the frame of harmonic spaces in potential theory, [9].
开源日期
2011-08-31
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