Applications of Evolutionary Computation in Chemistry 2004th Edition by Roy L Johnston ISBN 3540402586 978-3540402589 by Roy L. Johnston, H.m. Cartwright, V.j. Gillet, S. Habershon, K.d.m. Harris, B. Hartke, R.l. Johnston, R. Unger, S. Woodley 3540402586 instant download after payment.

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Product details:

ISBN 10: 3540402586 

ISBN 13: 978-3540402589

Author: Roy L. Johnston

The book covers a wide range of applications, including molecular structure optimization, reaction pathway discovery, materials design, and the modeling of complex chemical systems. It offers both theoretical background and practical examples, showing how evolutionary computation can be used to navigate large and complex search spaces in chemical research.

Intended for chemists, computational scientists, and researchers in related fields, this volume serves as both an introduction to evolutionary computation methods and a reference for their use in cutting-edge chemical research. It helps readers understand the advantages, limitations, and practical considerations of applying these powerful algorithms to real-world chemical problems.

Table of contents:

1. Front Matter

2. An Introduction to Evolutionary Computation and Evolutionary Algorithms

3. Application of Evolutionary Algorithms to Global Cluster Geometry Optimization

4. Applications of Evolutionary Computation in Structure Determination from Diffraction Data

5. Prediction of Crystal Structures Using Evolutionary Algorithms and Related Techniques

6. Applications of Evolutionary Computation in Drug Design

7. The Genetic Algorithm Approach to Protein Structure Prediction

8. Back Matter

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Tags: Roy L Johnston, Applications, Evolutionary, Computation, Chemistry