Expert Systems in Chemistry Research
Seiten
2007
Crc Press Inc (Verlag)
978-1-4200-5323-4 (ISBN)
Crc Press Inc (Verlag)
978-1-4200-5323-4 (ISBN)
Expert systems allow scientists to access, manage, and apply data and specialized knowledge from various disciplines to their own research. This book explains the general scientific basis and computational principles behind expert systems. It highlights capabilities for planning and monitoring experiments, scientific data and management.
Expert systems allow scientists to access, manage, and apply data and specialized knowledge from various disciplines to their own research. Expert Systems in Chemistry Research explains the general scientific basis and computational principles behind expert systems and demonstrates how they can improve the efficiency of scientific workflows and support decision-making processes.
Focused initially on clarifying the fundamental concepts, limits, and drawbacks of using computer software to approach human decision making, the author also underscores the importance of putting theory into practice. The book highlights current capabilities for planning and monitoring experiments, scientific data management and interpretation, chemical characterization, problem solving, and methods for encoding chemical data. It also examines the challenges as well as requirements, strategies, and considerations for implementing expert systems effectively in an existing laboratory software environment.
Expert Systems in Chemistry Research covers various artificial intelligence technologies used to support expert systems, including nonlinear statistics, wavelet transforms, artificial neural networks, genetic algorithms, and fuzzy logic. This definitive text provides researchers, scientists, and engineers with a cornerstone resource for developing new applications in chemoinformatics, systems design, and other emerging fields.
Expert systems allow scientists to access, manage, and apply data and specialized knowledge from various disciplines to their own research. Expert Systems in Chemistry Research explains the general scientific basis and computational principles behind expert systems and demonstrates how they can improve the efficiency of scientific workflows and support decision-making processes.
Focused initially on clarifying the fundamental concepts, limits, and drawbacks of using computer software to approach human decision making, the author also underscores the importance of putting theory into practice. The book highlights current capabilities for planning and monitoring experiments, scientific data management and interpretation, chemical characterization, problem solving, and methods for encoding chemical data. It also examines the challenges as well as requirements, strategies, and considerations for implementing expert systems effectively in an existing laboratory software environment.
Expert Systems in Chemistry Research covers various artificial intelligence technologies used to support expert systems, including nonlinear statistics, wavelet transforms, artificial neural networks, genetic algorithms, and fuzzy logic. This definitive text provides researchers, scientists, and engineers with a cornerstone resource for developing new applications in chemoinformatics, systems design, and other emerging fields.
Fresenius University of Applied Sciences, Cologne, Germany
Introduction. Basic concepts of expert systems. Development tools for expert systems. Dealing with chemical information. Applying molecular descriptors. Expert systems in chemistry research. Expert systems in other areas of chemistry. Expert systems in the laboratory environment. Outlook. Index.
| Erscheint lt. Verlag | 27.12.2007 |
|---|---|
| Zusatzinfo | 5 Tables, black and white; 91 Illustrations, black and white |
| Verlagsort | Bosa Roca |
| Sprache | englisch |
| Maße | 156 x 234 mm |
| Gewicht | 725 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Naturwissenschaften ► Chemie ► Technische Chemie | |
| Technik ► Elektrotechnik / Energietechnik | |
| Technik ► Umwelttechnik / Biotechnologie | |
| ISBN-10 | 1-4200-5323-X / 142005323X |
| ISBN-13 | 978-1-4200-5323-4 / 9781420053234 |
| Zustand | Neuware |
| Haben Sie eine Frage zum Produkt? |
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