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Produktbild: Evolutionary Computation in Bioinformatics

Evolutionary Computation in Bioinformatics

Aus der Reihe Morgan Kaufmann Series in Artificial Intel

Fr. 120.00

inkl. gesetzl. MwSt., Versandkostenfrei

Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

16.09.2002

Herausgeber

Gary B. Fogel + weitere

Verlag

Elsevier Science & Technology

Seitenzahl

393

Maße (L/B/H)

24.6/18.7/2.5 cm

Gewicht

912 g

Sprache

Englisch

ISBN

978-1-55860-797-2

Beschreibung

Rezension

"This is a fine book that clearly discusses the applications of evolutionary computation techniques to a variety of different areas. It covers most topics a bioinformatician will find interesting." --Santosh Mishra, Eli Lilly

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

16.09.2002

Herausgeber

Verlag

Elsevier Science & Technology

Seitenzahl

393

Maße (L/B/H)

24.6/18.7/2.5 cm

Gewicht

912 g

Sprache

Englisch

ISBN

978-1-55860-797-2

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: gpsr@libri.de

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  • Produktbild: Evolutionary Computation in Bioinformatics

  • PART I - Introduction to the Concepts of Bioinformatics and Evolutionary Computation

    Chapter 1. An Introduction to Bioinformatics for Computer Scientists
    By David W. Corne and Gary B. Fogel
    Chapter 2. An Introduction to Evolutionary Computation for Biologists
    By Gary B. Fogel and David W. Corne

    PART II - Sequence and Structure Alignment
    Chapter 3. Determining Genome Sequences from Experimental Data Using Evolutionary Computation
    By Jacek Blazewic and Marta Kasprzak
    Chapter 4. Protein Structure Alignment Using Evolutionary Computation
    By Joseph D. Szustakowski and Zhipeng Weng

    Chapter 5. Using Genetic Algorithms for Pairwise and Multiple Sequence Alignments
    By Cédric Notredame

    PART III - Protein Folding
    Chapter 6. On the Evolutionary Search for Solutions to the Protein Folding Problem
    By Garrison W. Greenwood and Jae-Min Shin
    Chapter 7. Toward Effective Polypeptide Structure Prediction with Parallel Fast Messy Genetic Algorithms
    By Gary B. Lamont and Laurence D. Merkle

    Chapter 8. Application of Evolutionary Computation to Protein Folding with Specialized Operators
    By Steffen Schulze-Kremer

    PART IV - Machine Learning and Inference
    Chapter 9. Identification of Coding Regions in DNA Sequences Using Evolved Neural Networks
    By Gary B. Fogel, Kumar Chellapilla, and David B. Fogel
    Chapter 10. Clustering Microarray Data with Evolutionary Algorithms
    By Emanuel Falkenauer and Arnaud Marchand

    Chapter 11. Evolutionary Computation and Fractal Visualization of Sequence Data
    By Dan Ashlock and Jim Golden

    Chapter 12. Identifying Metabolic Pathways and Gene Regulation Networks with Evolutionary Algorithms
    By Junji Kitagawa and Hitoshi Iba

    Chapter 13. Evolutionary Computational Support for the Characterization of Biological Systems
    By Bogdan Filipic and Janez Strancar

    PART V - Feature Selection
    Chapter 14. Discovery of Genetic and Environmental Interactions in Disease Data Using Evolutionary Computation
    By Laetitia Jourdan, Clarisse Dhaenens[AQ2], and El-Ghazali Talbi
    Chapter 15. Feature Selection Methods Based on Genetic Algorithms for in Silico Drug Design
    By Mark J. Embrechts, Muhsin Ozdemir, Larry Lockwood, Curt Breneman, Kristin Bennet, Dirk Devogelaere, and Marcel Rijkaert

    Chapter 16. Interpreting Analytical Spectra with Evolutionary Computation
    By Jem J. Rowland

    Appendix: Internet Resources for Bioinformatics Data and Tools