The chapters are collected into five parts:
• Introduction to the Concepts of Bioinformatics and Evolutionary Computation
• Sequence and Structure Alignment
• Protein Folding
• Machine Learning and Inference
• Feature Selection
Contents
- • David W. Corne, Gary B. Fogel. An Introduction to Bioinformatics for Computer Scientists. 2003
- • An Introduction to Evolutionary Computation for Biologists. 2003
- • Jacek Blazewic, Marta Kasprzak. Determining Genome Sequences from Experimental Data Using Evolutionary Computation. 2003
- • Joseph D. Szustakowski, Zhipeng Weng. Protein Structure Alignment Using Evolutionary Computation. 2003
- • Cedric Notredame. Using Genetic Algorithms for Pairwise and Multiple Sequence Alignments. 2003
- • Garrison W. Greenwood, Jae-Min Shin. On the Evolutionary Search for Solutions to the Protein Folding Problem. 2003
- • Gary B. Lamont, Laurence D. Merkle. Toward Effective Polypeptide Structure Prediction with Parallel Fast Messy Genetic Algorithms. 2003
- • Steffen Schulze-Kremer. Application of Evolutionary Computation to Protein Folding with Specialized Operators. 2003
- • Gary B. Fogel, Kumar Chellapilla, David B. Fogel. Identification of Coding Regions in DNA Sequences Using Evolved Neural Networks. 2003
- • Emanuel Falkenauer, Arnaud Marchand. Clustering Microarray Data with Evolutionary Algorithms. 2003
- • Dan Ashlock, Jim Golden. Evolutionary Computation and Fractal Visualization of Sequence Data. 2003
- • Junji Kitagawa, Hitoshi Iba. Identifying Metabolic Pathways and Gene Regulation Networks with Evolutionary Algorithms. 2003
- • Bogdan Filipic, Janez Strancar. Evolutionary Computational Support for the Characterization of Biological Systems. 2003
- • Laetitia Jourdan, Clarisse Dhaenens-Flipo, El-Ghazali Talbi. Discovery of Genetic and Environmental Interactions in Disease Data Using Evolutionary Computation. 2003
- • Mark J. Embrechts, Muhsin Ozdemir, Larry Lockwood, Curt Breneman, Kristin Bennet, Dirk Devogelaere, Marcel Rijkaert. Feature Selection Methods Based on Genetic Algorithms for in Silico Drug Design. 2003
- • Jem J. Rowland. Interpreting Analytical Spectra with Evolutionary Computation. 2003