author : Peter J. Bentley

The five parts are: • Evolution and Design • Evolutionary Optimization of Designs • Evolutionary Art • Evolutionary Artificial Life • Creative Evolutionary Design

Contents

• An Introduction to Evolutionary Design by Computers. 1999

• Michael French. The Interplay of Evolution and Insight in Design. 1999

• Derek Gatherer. The Memetics of Design. 1999

• David E. Goldberg. The Race, the Hurdle, and the Sweet Spot: Lessons from Genetic Algorithms For the Automation of Design Innovation and Creativity. 1999

• Ian Parmee. Exploring the Design Potential of Evolutionary Search, Exploration and Optimization. 1999

• Gordon Robinson, M. A. El-Beltagy, Andy J. Keane. Optimization in Mechanical Design. 1999

• David Eby, R. C. Averill, William F. Punch III, Erik D. Goodman. The Optimization of Flywheels using an Injection Island Genetic Algorithm. 1999

• Mitsuo Gen, Jong Ryul Kim. GA-based Optimisation of Reliability Design. 1999

• Stephen Todd, William Latham. The Mutation and Growth of Art by Computers. 1999

• Michael Witbrock, Scott Neil Reilly. Evolving Genetic Art. 1999

• Andrew Rowbottom. Evolutionary Art and Form. 1999

• Hugo de Garis. Artificial Embryology and Cellular Differentiation. 1999

• Karl Sims. Evolving Three-Dimensional Morphology and Behaviour. 1999

• T. Broughton, Paul Coates, Helen Jackson. Exploring Three-Dimensional Design Worlds using Lindenmeyer Systems and Genetic Programming. 1999

• Mike Rosenman, John Gero. Evolving Designs by Generating Useful Complex Gene Structures. 1999

• John R. Koza, Forrest H. Bennett III, David Andre, Martin A. Keane. The Design of Analog Circuits by Means of Genetic Programming. 1999

• Pablo Funes, Jordan B. Pollack. The Evolution of Buildable Objects. 1999

• From Coffee Tables to Hospitals: Generic Evolutionary Design. 1999

Peter Bentley argues that digital life created inside computers is not merely a simulation, but is just as real as "real" life. He surveys many areas of biology -- brains, insects, plants, immune systems, growth -- and shows how these are inspiring corresponding digital versions inside computers, and some of the not-so-obvious uses they are being put to. Finally he pulls together theses various areas, and shows what they all have in common -- they are all complex systems, made of many components interacting with feedback, perturbed by the environment -- a model which could promise to unify various areas of biology. He covers some very deep material in a light chatty style, with lots of illustrative examples -- not all of them the usual ones.

A good overview of a fascinating and exciting new area of computation.

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 conference papers are collected in six sessions: Applications of AIS; Memory and AIS; Self or Non-Self?; Conceptual Papers; Learning Strategies; Hybrids and Augmentations.

Contents

• Richard O. Canham, Andy M. Tyrrell. A Multilayered Immune System for Hardware Fault Tolerance within an Embryonic Array. 2002

• Kevin P. Anchor, Jesse B. Zydallis, Gregg H. Gunsch, Gary B. Lamont. Extending the Computer Defense Immune System: Network Intrusion Detection with a Multiobjective Evolutionary Programming Approach. 2002

• Srividhya Sathyanath, Ferat Sahin. AISIMAM - An Artificial Immune System Based Intelligent Multi-Agent Model and its Application to a Mine Detection Problem. 2002

• Alexander O. Tarakanov, Larisa B. Goncharova, Tatyana V. Gupalova, S. V. Kvachev, A. V. Sukhorakov. Immunocomputing for Bioarrays. 2002

• Renato A. Krohling, Yuchao Zhou, Andy M. Tyrrell. Evolving FPGA-based Robot Controllers using an Evolutionary Algorithm. 2002

• Emma Hart, Peter Ross. Exploiting the Analogy Between Immunology and Sparse Distributed Memories: A System for Clustering Nonistationary Data Immune Memory in the Dynamic Clonal Selection Algorithm. 2002

• Jungwon Kim, Peter J. Bentley. Immune Memory in the Dynamic Clonal Selection Algorithm. 2002

• Slawomir Wierzchon, U. Kuzelewska. Stable Clusters Formation in an Artificial Immune System. 2002

• Mark Neal. An Artificial Immune System for Continuous Analysis of Time-Varying Data. 2002

• Modupe Ayara, Jonathan Timmis, Rogerio de Lemos, Leandro Nunes de Castro, Ross Duncan. Negative Selection: How to Generate Detectors. 2002

• Shantanu Singh. Anomaly Detection Using Negative Selection Based on the r-contiguous Matching Rule. 2002

• Hugues Bersini. Self-Assertion versus Self-Recognition: A Tribute to Francisco Varela. 2002

• Patricia A. Vargas, Leandro Nunes de Castro, Fernando J. Von Zuben. Artificial Immune Systems as Complex Adaptive Systems. 2002

• Johan Kaers, Richard Wheeler, Herman Verrelst. Building a Robust Distributed Artificial Immune Systems. 2002

• Dennis L. Chao, Stephanie Forrest. Information Immune Systems. 2002

• Uwe Aickelin, Steve Cayzer. The Danger Theory and Its Application to Artificial Immune Systems. 2002

• Gaurav Marwah, Lois Boggess. Artificial Immune Systems for Classification: Some Issues. 2002

• Steve Cayzer, Uwe Aickelin. On the Effects of Idiotypic Interactions for Recomendation Communities in Artificial Immune Systems. 2002

• Tom Morrison, Uwe Aickelin. An Artificial Immune System as a Recommender for Web Sites. 2002

• Andrew Watkins, Jonathan Timmis. Artificial Immune Recognition System (AIRS): Revisions and Refinements. 2002

• Jungwon Kim, Peter J. Bentley. A Model of Gene Library Evolution in the Dynamic Clonal Selection Algorithm. 2002

• Alessio Gaspar, Beat Hirsbrunner. From Optimization to Learning in Learning in Changing Environments: The Pittsburgh Immune Classifier System. 2002

• Fabio Gonzalez, Dipankar Dasgupta. Neuro-Immune and Self-Organising Map Approaches to Anomaly Detection: A Comparison. 2002

• Carlos A. Coello Coello, Nareli Cruz Cortes. An Approach to Solve Multiobjective Optimization Problems Based on an Artificial Immune System. 2002

• Svetlana P. Sokolova, Ludmila A. Sokolova. Immunocomputing for Complex Interval Objects. 2002

• Leandro Nunes de Castro, Jonathan Timmis. Hierarchy and Convergence of Immune Networks: Basic Ideas and Preliminary Results. 2002

Contents

• Carlos A. Coello Coello, Daniel Cortes Rivera, Nareli Cruz Cortes. Use of AIS for Job Shop Scheduling. 2003

• Esma Bendiab, Souham Meshoul, Mohamed Batouche. An AIS for Multi-Modality Image Alignment. 2003

• George Barreto Bezerra, Leandro Nunes de Castro. Bioinformatics data analysis using an Artificial Immune Network. 2003

• Dan W. Taylor, David W. Corne. An Investigation of Negative Selection for Fault Detection in Refrigeration Systems. 2003

• Emma Hart, Peter Ross, Andrew Webb, Alistair Lawson. A Role for Immunology in "Next Generation" Robot Controllers. 2003

• Henry Y. K. Lau, Vicky W. K. Wong. An Immunological Control Framework for Automated Material Handling. 2003

• Patricia A. Vargas, Leandro Nunes de Castro, Roberto Michelan, Fernando J. Von Zuben. An Immune Learning Classifier Network for Automated Navigation. 2003

• Peter May, Keith C. Mander, Jonathan Timmis. Software vaccination: An AIS Approach. 2003

• Paolo Tieri, Silvana Valensin, Claudio Franceschi, C. Morandi, Gastone C. Castellani. Memory and Selectivity in Evolving Scale-free Immune Networks. 2003

• Larisa B. Goncharova, Yuri Melnikov, Alexander O. Tarakanov. Biomolecular Immunocomputing. 2003

• Nikolaos D. Atreas, Costas G. Karanikas, Alexander O. Tarakanov. Signal Processing by an Immune Type Tree Transform. 2003

• Ludmila A. Sokolova. Index Design by Immunocomputing. 2003

• Doheon Lee, Jungja Kim, Mina Jeong, Yonggwan Won, Seon Hee Park, Kwang-Hyung Lee. Immune Based Framework for Exploratory Information Retrieval from the Semantic Web. 2003

• Julie Greensmith, Steve Cayzer. An AIS Approach to Semantic Document Classification. 2003

• Uwe Aickelin, Peter J. Bentley, Steve Cayzer, Jungwon Kim, Julie McLeod. Danger Theory: The Missing Link between AIS and IDS. 2003

• Andrew Secker, Alex A. Freitas, Jonathan Timmis. A Danger Theory Approach to Web Mining. 2003

• Mark Neal. Meta-Stable Memory in an AIS Network. 2003

• Jennifer A. White, Simon M. Garrett. Improved Pattern Recognition with Artifical Clonal Selection?. 2003

• Emma Hart, Peter Ross. Improving SOSDM: Inspirations from Danger Theory. 2003

• Susan Stepney, John A. Clark, Colin G. Johnson, Derek Partridge, Robert E. Smith. AIS and the Grand Challenge for Non-Classical Computation. 2003

full paper

• Simon M. Garrett. A Paratope is not an Epitope: Implications for Immune Network Models and Clonal Selection. 2003

• Alex A. Freitas, Jonathan Timmis. Revisiting the Foundations of AIS: A Problem Oriented Perspective. 2003

• Hyi Taek Ceong, Young-il Kim, Doheon Lee, Kwang-Hyung Lee. Complementary Dual Detectors for Effective Classification. 2003

• Fernando Esponda, Stephanie Forrest, Paul Helman. The Crossover Closure and Partial Match Detection. 2003

• Fabio Gonzalez, Dipankar Dasgupta, Luis Fernado Nino. A Randomised Real Valued Negative Selection Algorithm. 2003

• Joanne H. Walker, Simon M. Garrett. Dynamic Function Optimisation: Comparing the Performance of CS and ES. 2003

• Johan Kaers, Richard Wheeler, Herman Verrelst. Effect of Antibody Morphology on Non-self Detection. 2003

• Claudio Franceschi. The Immune System as a Cognitive System: New Perspectives for Information Technology Society. 2003

(invited talk: abstract)

Contents

• Richard Dawkins. The Evolution of Evolvability. 1989

• Thomas S. Ray, Joseph F. Hart. Evolution of Differentiated Multi-threaded Digital Organisms. 1998

• An introduction to computational development. 2003

• Lewis Wolpert. Relationships between development and evolution. 2003

• John T. Hancock. The principles of cell signalling. 2003

• Jessica A. Bolker. From genotype to phenotype: looking into the black box. 2003

• Jeremy P. Brockes, Anoop Kumar. Placticity and reprogramming of differentiated cells in amphibian regeneration. Nature Reviews in Molecular Cell Biology, 3, 566-574. 2002

• Hidde de Jong, Johannes Geiselmann, Denis Thieffry. Qualitative modellin and simulation of developmental regulatory networks. 2003

• Hans Meinhardt. Models for pattern formation and the position-specific activation of genes. 2003

• Henrik Jonsson, Bruce E. Shapiro, Elliot M. Meyerowitz, Eric Mjolsness. Signalling in multicellular models of plant development. 2003

• Paulien Hogeweg. Computing an organism: on the interface between informatic and dynamic processes. 2003

• Ian Stewart. Broken symmetries and biological patterns. 2003

• Mark A. Miodownik. Using mechanisms to map genotype to phenotype. 2003

• Kurt Fleischer. How synthetic biology provides insights into contact-mediated lateral inhibition and other mechanisms. 2003

• Torsten Reil. Artificial genomes as models of gene regulation. 2003

• Julian F. Miller, Wolfgang Banzhaf. Evolving the program for a cell: from French flags to Boolean circuits. 2003

• Peter Eggenberger Hotz. Combining developmental processes and their physics in an artificial evolutionary system to evolve shapes. 2003

• Angelo Cangelosi, Stefano Nolfi, Domenico Parisi. Artificial life models of neural development. 2003

• Alistair G. Rust, Rod Adams, Maria Schilstra, Hamid Bolouri. Evolving computational neural systems using synthetic developmental mechanisms. 2003

• Frank Dellaert, Randall D. Beer. A developmental model for the evolution of complete autonomous agents. From Animals to Animats 4. 1996

• Nick Jakobi. Harnessing morphogenesis. 2003

• Pauline Haddow, Gunnar Tufte, Piet van Remortel. Evolvable hardware: pumping life into dead silicon. 2003

Contents

• Dipankar Dasgupta, Kalmanjie KrishnaKumar, D. Wong, M. Berry. Negative selection algorithm for aircraft fault detection. 2004

• George Barreto Bezerra, Leandro Nunes de Castro, Fernando J. Von Zuben. A hierarchical immune network applied to gene expression data. 2004

• Guan-Chun Luh, Chun-Yin Wu, Wei-Chong Chen. Artificial Immun Regulation (AIR) for model-based fault diagnosis. 2004

• Adem Kalinli. Optimal circuit design using immune algorithm. 2004

• Susan Stepney, Robert E. Smith, Jonathan Timmis, Andy M. Tyrrell. Towards a conceptual framework for artificial immune systems. 2004

full paper

• Henry Y. K. Lau, Vicky W. K. Wong. Immunologic responses manipulation of AIS agents. 2004

• Andrew N. W. Hone, Johnny Kelsey. Optima, extrema, and artificial immune systems. 2004

analysing AIS algorithms with dynamical systems techniques; possible fractal basins of attraction

• Albert Ko, Henry Y. K. Lau, T. L. Lau. An immuno control framework for decentralized mechatronic control. 2004

• Michael Krautmacher, Werner Dilger. AIS based robot navigation in a rescue scenario. 2004

• Guan-Chun Luh, Wei-Wen Liu. Reactive immune network based mobile robot navigation. 2004

• Peter J. Bentley, Jonathan Timmis. A fractal immune network. 2004

fractal proteins and artificial immune networks

• Nikolaos Nanas, Victoria S. Uren, Anne de Roeck. Nootropia: a user profiling model based on a self-organising term network. 2004

• Anjum Iqbal, Mohd Aizaini Maarof. Towards danger theory based artificial APC model: novel metaphor for danger susceptible data codons. 2004

• Fernando Esponda, Elena S. Ackley, Stephanie Forrest, Paul Helman. Online negative databases. 2004

storing negative information only, as an additional security mechanism

• Pedro A. Reche, Ellis L. Reinherz. Definition of MHC supertypes through clustering of MHC peptide binding repetoires. 2004

• Sudipto Saha, G. P. S. Raghava. BcePred: prediction of continuous B-cell epitopes in antigenic sequences using physico-chemical properties. 2004

• Dokyun Na, Inho Park, Kwang-Hyung Lee, Doheon Lee. Integration of immune models using Petri Nets. 2004

using continuous Petri Nets to help model complicated biological systems

• Claus Lundegaarde, Morten Nielsen, Kasper Lamberth, Peder Worning, Christina Sylvester-Hvid, Soren Buus, Soren Brunak, Ole Lund. MHC class I epitope binding prediction trained on small data sets. 2004

• Mario Villalobos-Arias, Carlos A. Coello Coello, Onesimo Hernandez-Lerma. Convergence analysis of a multiobjective artificial immune system algorithm. 2004

MISA does not converge; MISA with elitism converges

• Alexander O. Tarakanov, Yuri A. Tarakanov. A comparison of immune and neural computing for two real-life tasks of pattern recognition. 2004

• Gyorgy Cserey, Wolfgang Porod, Tamas Roska. An artificial immune system based visual analysis model and its real-time terrain surveillance application. 2004

• Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone. Exploring the capability of immune algorithms: a characterization of hypermutation operators. 2004

• Philipp H. Mohr, Nick Ryan, Jonathan Timmis. Exploiting immunological properties for ubiquitous computing systems. 2004

data reduction of GPS tracking data

• Oscar M. Alonso, Luis Fernado Nino, Marcos Velez. A robust immune based approach to the iterated Prisoner's Dilemma. 2004

• X. Zhang, Gabriel Dragffy, A. G. Pipe, Q. M. Zhu. Artificial innate immune system: an instant defence layer of embryonics. 2004

hardware fault detection and recovery

• Uwe Aickelin, Julie Greensmith, Jamie Twycross. Immune system approaches to intrusion detection: a review. 2004

• Yoshihiko Hasegawa, Hitoshi Iba. Multimodal search with immune based genetic programming. 2004

• Slavisa Sarafijanovic, Jean-Yves Le Boudec. An artificial immune system for misbehaviour detection in mobile ad-hoc networks with virtual thymus, clustering, danger signal, and memory detectors. 2004

adaptive negative selection using a "danger signal" to decide what is the current "self"

• Niloy Ganguly, Andreas Deutsch. Developing efficient search algorithms for P2P networks using proliferation and mutation. 2004

• Marcos Velez, Luis Fernado Nino, Oscar M. Alonso. A game-theoretic approach to artificial immune networks. 2004

• William O. Wilson, Simon M. Garrett. Modelling immune memory for prediction and computation. 2004

telomere-inspired lifetime model

• Christian Jacob, Julius Litorco, Leo Lee. Immunity through swarms: agent-based simulations of the human immune system. 2004

a breve model of an imune response

• Emma Hart, Peter Ross. Studies on the implications of shape-space models for idiotypic networks. 2004

exploration of Bersini's idiotypic network model, including asymmtric binding response, multiple binding sites

• Andrew Watkins, Jonathan Timmis. Exploiting parallelism inherent in AIRS, and artificial immune classifier. 2004

parallel and distributed implementations

• Alan S. Perelson. An overview of computational and theoretical immunology. 2004

(invited talk: extended abstract)

Contents

• Peter J. Bentley, Gordana Novakovic, Anthony Ruto. Fugue: An Interactive Immersive Audiovisualisation and Artwork Using an Artificial Immune System. 2005

• Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Mario Pavone. Clonal Selection Algorithms: A Comparative Case Study Using Effective Mutation Potentials. 2005

• Emma Hart. Not All Balls Are Round: An Investigation of Alternative Recognition-Region Shapes. 2005

• John Newborough, Susan Stepney. A Generic Framework for Population-Based Algorithms, Implemented on Multiple FPGAs. 2005

• Henry Y. K. Lau, Eugene Y. C. Wong. An AIS-Based Dynamic Routing (AISDR) Framework. 2005

• Larisa B. Goncharova, Yannick Jacques, Carlos Martin-Vide, Alexander O. Tarakanov, Jonathan Timmis. Biomolecular Immune-Computer: Theoretical Basis and Experimental Simulator. 2005

• Steve Cayzer, James E. Smith, James A. R. Marshall, Tim Kovacs. What Have Gene Libraries Done for AIS?. 2005

• Hugues Bersini. Why the First Glass of Wine Is Better Than the Seventh. 2005

• Jamie Twycross, Uwe Aickelin. Towards a Conceptual Framework for Innate Immunity. 2005

• Paul S. Andrews, Jonathan Timmis. Inspiration for the Next Generation of Artificial Immune Systems. 2005

• Peter J. Bentley, Julie Greensmith, Supiya Ujjin. Two Ways to Grow Tissue for Artificial Immune Systems. 2005

• Julie Greensmith, Uwe Aickelin, Steve Cayzer. Introducing Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomaly Detection. 2005

• Jungwon Kim, William O. Wilson, Uwe Aickelin, Julie McLeod. Cooperative Automated Worm Response and Detection ImmuNe ALgorithm (CARDINAL) Inspired by T-Cell Immunity and Tolerance. 2005

• Dokyun Na, Doheon Lee. Mathematical Modeling of Immune Suppression. 2005

• Martin J. Robbins, Simon M. Garrett. Evaluating Theories of Immunological Memory Using Large-Scale Simulations. 2005

• Maoguo Gong, Licheng Jiao, Fang Liu, Haifeng Du. The Quaternion Model of Artificial Immune Response. 2005

• Zaiyi Guo, Joc Cing Tay. A Comparative Study on Modeling Strategies for Immune System Dynamics Under HIV-1 Infection. 2005

• Nareli Cruz Cortes, Daniel Trejo-Perez, Carlos A. Coello Coello. Handling Constraints in Global Optimization Using an Artificial Immune System. 2005

• Fabio Freschi, Maurizio Repetto. Multiobjective Optimization by a Modified Artificial Immune System Algorithm. 2005

• Thomas Stibor, Jonathan Timmis, Claudia Eckert. A Comparative Study of Real-Valued Negative Selection to Statistical Anomaly Detection Techniques. 2005

• Terri Oda, Tony White. Immunity from Spam: An Analysis of an Artificial Immune System for Junk Email Detection. 2005

• George Barreto Bezerra, Tiago V. Barra, Leandro Nunes de Castro, Fernando J. Von Zuben. Adaptive Radius Immune Algorithm for Data Clustering. 2005

• Yangyang Li, Licheng Jiao. Quantum-Inspired Immune Clonal Algorithm. 2005

• Edward Clark, Andrew N. W. Hone, Jonathan Timmis. A Markov Chain Model of the B-Cell Algorithm. 2005

• Inho Park, Dokyun Na, Kwang-Hyung Lee, Doheon Lee. Fuzzy Continuous Petri Net-Based Approach for Modeling Helper T Cell Differentiation. 2005

• Bruce C. Trapnell Jr. A Peer-to-Peer Blacklisting Strategy Inspired by Leukocyte-Endothelium Interaction. 2005

• Zejun Wu, Yiwen Liang. Self-regulating Method for Model Library Based Artificial Immune Systems. 2005

• Anjum Iqbal, Mohd Aizaini Maarof. Polymorphism and Danger Susceptibility of System Call DASTONs. 2005

• Albert Ko, Henry Y. K. Lau, T. L. Lau. General Suppression Control Framework: Application in Self-balancing Robots. 2005

• Marcelo F. Caetano, Jonatas Manzolli, Fernando J. Von Zuben. Application of an Artificial Immune System in a Compositional Timbre Design Technique. 2005

• Modupe Ayara, Jonathan Timmis, Rogerio de Lemos, Simon Forrest. Immunising Automated Teller Machines. 2005

• Jose Carlos L. Pinto, Fernando J. Von Zuben. Fault Detection Algorithm for Telephone Systems Based on the Danger Theory. 2005

• Dongmei Fu, Deling Zheng, Ying Chen. Design and Simulation of a Biological Immune Controller Based on Improved Varela Immune Network Model. 2005

• Zi Xuan Ong, Joc Cing Tay, Chee Keong Kwoh. Applying the Clonal Selection Principle to Find Flexible Job-Shop Schedules. 2005

• Seral Sahan, Kemal Polat, Halife Kodaz, Salih Gunes. The Medical Applications of Attribute Weighted Artificial Immune System (AWAIS): Diagnosis of Heart and Diabetes Diseases. 2005

• Pablo D. Castro, Guilherme P. Coelho, Marcelo F. Caetano, Fernando J. Von Zuben. Designing Ensembles of Fuzzy Classification Systems: An Immune-Inspired Approach. 2005

• Emma Hart, Jonathan Timmis. Application Areas of AIS: The Past, The Present and The Future. 2005