Research Catalog

Title

Evolutionary computation in bioinformatics / edited by Gary B. Fogel, David W. Corne.

Publication

San Francisco, Calif. : Morgan Kaufmann ; Oxford : Elsevier Science, 2003.

Items in the Library & Off-site

Holdings

Details

Additional Authors

• Fogel, Gary, 1968-
• Corne, David

Description

xxi, 393 pages : illustrations (some color); 24 cm

Subject

• Bioinformatics
• Evolutionary computation

Bibliography (note)

• Includes bibliographical references and index.

Contents

• Pt. I. Introduction to the Concepts of Bioinformatics and Evolutionary Computation. 1. An Introduction to Bioinformatics for Computer Scientists / David W. Corne and Gary B. Fogel. 2. An Introduction to Evolutionary Computation for Biologists / Gary B. Fogel and David W. Corne -- Pt. II. Sequence and Structure Alignment. 3. Determining Genome Sequences from Experimental Data Using Evolutionary Computation / Jacek Blazewicz and Marta Kasprzak. 4. Protein Structure Alignment Using Evolutionary Computation / Joseph D. Szustakowski and Zhipeng Weng. 5. Using Genetic Algorithms for Pairwise and Multiple Sequence Alignments / Cedric Notredame -- Pt. III. Protein Folding. 6. On the Evolutionary Search for Solutions to the Protein Folding Problem / Garrison W. Greenwood and Jae-Min Shin. 7. Toward Effective Polypeptide Structure Prediction with Parallel Fast Messy Genetic Algorithms / Gary B. Lamont and Laurence D. Merkle.
• 8. Application of Evolutionary Computation to Protein Folding with Specialized Operators / Steffen Schulze-Kremer -- Pt. IV. Machine Learning and Inference. 9. Identification of Coding Regions in DNA Sequences Using Evolved Neural Networks / Gary B. Fogel, Kumar Chellapilla and David B. Fogel. 10. Clustering Microarray Data with Evolutionary Algorithms / Emanuel Falkenauer and Arnaud Marchand. 11. Evolutionary Computation and Fractal Visualization of Sequence Data / Dan Ashlock and Jim Golden. 12. Identifying Metabolic Pathways and Gene Regulation Networks with Evolutionary Algorithms / Junji Kitagawa and Hitoshi Iba. 13. Evolutionary Computational Support for the Characterization of Biological Systems / Bogdan Filipic and Janez Strancar -- Pt. V. Feature Selection. 14. Discovery of Genetic and Environmental Interactions in Disease Data Using Evolutionary Computation / Laetitia Jourdan, Clarisse Dhaenens-Flipo and El-Ghazali Talbi.
• 15. Feature Selection Methods Based on Genetic Algorithms for in Silico Drug Design / Mark J. Embrechts, Muhsin Ozdemir, Larry Lockwood, Curt Breneman, Kristin Bennett, Dirk Devogelaere and Marcel Rijckaert. 16. Interpreting Analytical Spectra with Evolutionary Computation / Jem J. Rowland -- App. Internet Resources for Bioinformatics Data and Tools.

ISBN

1558607978

OCLC

• ocm50177273
• SCSB-4317046

Owning Institutions

Columbia University Libraries