author : David W. Corne

The papers are collected into six parts: • Ant Colony Optimization • Differential Evolution • Immune Systems Methods • Memetic Algorithms • Scatter Search and Path Relinking • Emerging Ideas and Extensions

Contents

• Introduction to "New Ideas in Optimization". 1999

• Marco Dorigo, Gianni Di Caro. The Ant Colony Optimization Metaheuristic. 1999

• Thomas Stutzle, Marco Dorigo. ACO Algorithms for the Quadratic Assignment Problem. 1999

• Rene Michel, Marti Middendorf. An ACO Algorithm for the Shortest Common Supersequence Problem. 1999

• Luca Maria Gambardella, Eric Taillard, Giovanni Agazzi. MACS-VRPTW: A Multiple Ant Colony System for Vehicle Routing Problems with Time Windows. 1999

• Kenneth V. Price. An Introduction to Differential Evolution. 1999

• Rainer Storn. Designing Digital Filters with Differential Evolution. 1999

• Jouni Lampinen, Ivan Zelinka. Mechanical Engineering Design by Differential Evolution. 1999

• Ken Chisholm. Co-Evolving Draughts Strategies with Differential Evolution. 1999

• Dipankar Dasgupta. Information Processing in the Immune System. 1999

• Gary B. Lamont, Robert E. Marmelstein, David A. Van Veldhuizen. A Distributed Architecture for a Self-Adaptive Computer Virus Immune System. 1999

• Emma Hart, Peter Ross. The Evolution and Analysis of a Potential Antibody Library for Use in Job Shop Scheduling. 1999

• Prabhat Hajela, Jun Sun Yoo. Immune Network Modelling in Design Optimization. 1999

• Pablo Moscato. Memetic Algorithms: A Short Introduction. 1999

• Diana Holstein, Pablo Moscato. Memetic Algorithms Using Guided Local Search: A Case Study. 1999

• Peter Merz, Bernd Freisleben. Fitness Landscapes and Memetic Algorithm Design. 1999

• Regina Berretta, Pablo Moscato. The Number Partitioning Problem: An Open Challenge for Evolutionary Computation?. 1999

• Pablo E. Coll, Guillermo A. Duran, Pablo Moscato. On Worst-Case and Comparative Analysis as Design Principles for Efficient Recombination Operators: A Graph Coloring Case Study. 1999

• Fred Glover. Scatter Search and Path Relinking. 1999

• Mohammad M. Amini, Bahram Alidaee, Gary A. Kochenberger. A Scatter Search Approach to Unconstrained Quadratic Binary Programs. 1999

• Vicente Campos, Manuel Laguna, Rafael Marti. Scatter Search for the Linear Ordering Problem. 1999

• Colin R. Reeves, Takeshi Yamada. Goal-Oriented Path Tracing Methods. 1999

• Jan Paredis. Constraint Satisfaction with Coevolution. 1999

• Robert G. Reynolds. Cultural Algorithms: Theory and Applications. 1999

• James Kennedy, Russell C. Eberhart. The Particle Swarm: Social Adaptation in Information Processing Systems. 1999

• Agoston (Gusz) E. Eiben, Jano van Hemert. SAW-ing EAs: Adapting the Fitness Function for Solving Constrained Problems. 1999

• Riccardo Poli. Parallel Distributed Genetic Programming. 1999

• Rafal Salustowicz, Jurgen Schmidhuber. From Probabilities to Programs with Probabilistic Incremental Program Evolution. 1999

The five Parts are: • Evolutionary Creativity • Evolutionary Music • Creative Evolutionary Design • Evolutionary Art • Evolutionary Innovation

Contents

• An Introduction to Creative Evolutionary Systems. 2002

• Tim Taylor. Creativity in Evolution: individuals, interactions, and environments. 2002

• Celestino Soddu. Recognizability of the Idea: the evolutionary process of Argenia. 2002

• Mitchell Whitelaw. Breeding Aesthetic Objects: art and artificial evolution. 2002

• Liane M. Gabora. The Beer Can Theory of Creativity. 2002

• John A. Biles. GenJam: Evolution of a jazz improviser. 2002

• Eduardo Reck Miranda. On the Origins and Evolution of Music in Virtual Worlds. 2002

• Artemis Moroni, Jonatas Manzolli, Fernando J. Von Zuben, Ricardo Gudwin. Vox Populi: evolutionary computation for music evolution. 2002

• Sam Woolf, Adrian Thompson. The Sound Gallery---an interactive A-Life artwork. 2002

• John Frazer. Creative Design and the Generative Evolutionary Paradigm. 2002

• John R. Koza, Forrest H. Bennett III, David Andre, Martin A. Keane. Genetic Programming: biologically inspired computation that exhibits creativity in producing human-competitive results. 2002

• Helen Jackson. Towards a Symbiotic Coevolutionary Approach to Architecture. 2002

• Peter von Buelow. Using Evolutionary Algorithms to Aid Designers of Architectural Structures. 2002

• Steven Rooke. Eons of Genetically Evolved Algorithmic Images. 2002

• Luigi Pagliarini, Henrik Hautop Lund. Art, Robots, and Evolution as a Tool for Creativity. 2002

• Paul Brown. Stepping Stones in the Mist. 2002

• Peter J. B. Hancock, Charlie D. Fouwd. Evolutionary Generation of Faces. 2002

• Agoston (Gusz) E. Eiben, R. Nabuurs, I. Booij. The Escher Evolver: evolution to the people. 2002

• Julian F. Miller, Tatiana Kalganova, Dominic Job, Natalia Lipnitskaya. The Genetic Algorithm as a Discovery Engine: strange circuits and new principles. 2002

• Robert E. Smith, B. A. Dicke, B. Ravichandran, A. El-Fallah, R. K. Mehra. Discovering Novel Fighter Combat Maneuvers: simulating test pilot creativity. 2002

• Derek S. Linden. Innovative Antenna Design Using Genetic Algorithms. 2002

• Jordan B. Pollack, Hod Lipson, Sevan G. Ficici, Pablo Funes, Greg Hornby, Richard A. Watson. Evolutionary Techniques in Physical Robots. 2002

• Shail Patel, Ian Stott, Manmohan Bhakoo, Peter Elliott. Patenting Evolved Bacterial Peptides. 2002

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

Contents

• Peter Worth, Susan Stepney. Growing Music: musical interpretations of L-Systems. 2005

full paper