author : Gary B. Fogel

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