TOC:
PART I - Introduction
to the Concepts of Bioinformatics and Evolutionary Computation
- An Introduction
to Bioinformatics for Computer Scientists (David W. Corne and Gary B.
Fogel)
- An Introduction
to Evolutionary Computation for Biologists (Gary B. Fogel and David
W. Corne)
PART II - Sequence and Structure Alignment
- Determining Genome
Sequences from Experimental Data Using Evolutionary Computation (Jacek
Blazewic and Marta Kasprzak)
- Protein Structure
Alignment Using Evolutionary Computation (Joseph D. Szustakowski and
Zhipeng Weng)
- Using Genetic Algorithms
for Pairwise and Multiple Sequence Alignments (CÈdric Notredame)
PART III - Protein Folding
- On the Evolutionary
Search for Solutions to the Protein Folding Problem (Garrison W. Greenwood
and Jae-Min Shin)
- Toward Effective
Polypeptide Structure Prediction with Parallel Fast Messy Genetic Algorithms
(Gary B. Lamont and Laurence D. Merkle)
- Application of
Evolutionary Computation to Protein Folding with Specialized Operators
(Steffen Schulze-Kremer)
PART IV - Machine Learning and Inference
- Identification
of Coding Regions in DNA Sequences Using Evolved Neural Networks (Gary
B. Fogel, Kumar Chellapilla, and David B. Fogel)
- Clustering Microarray
Data with Evolutionary Algorithms (Emanuel Falkenauer and Arnaud Marchand)
- Evolutionary Computation
and Fractal Visualization of Sequence Data (Dan Ashlock and Jim Golden)
- Identifying Metabolic
Pathways and Gene Regulation Networks with Evolutionary Algorithms (Junji
Kitagawa and Hitoshi Iba)
- Evolutionary Computational
Support for the Characterization of Biological Systems (Bogdan Filipic
and Janez Strancar)
PART V - Feature Selection
- Discovery of Genetic
and Environmental Interactions in Disease Data Using Evolutionary Computation
(Laetitia Jourdan, Clarisse Dhaenens, and El-Ghazali Talbi)
- Feature Selection
Methods Based on Genetic Algorithms for in Silico Drug Design
(Mark J. Embrechts, Muhsin Ozdemir, Larry Lockwood, Curt Breneman, Kristin
Bennet, Dirk Devogelaere, and Marcel Rijkaert)
- Interpreting Analytical
Spectra with Evolutionary Computation (Jem J. Rowland )
Appendix: Internet Resources for Bioinformatics Data and Tools
Hardback, 450 pages;
September 2002; Morgan Kaufmann |