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The ?eld of arti?cial life (Alife) is a rapidly emerging area that draws on - pertise from computer science, biology, psychology, to name a few. In essence it is the study of systems related to life, its processes and evolution. These s- tems commonly use computer model simulations. The past decade has seen an increasing stream of scienti?c articles devoted to the exploration of Alife. The Australian Conference on Arti?cial Life (ACAL) series is a testament to the above. It is a biannual event that originated in 2001 as the Inaugral th Workshop on Arti?cial Life as part of the 14 Joint Conference on Arti?cial Intelligence. ACAL 2007 received 70 quality submissions of which 34 were - cepted for oral presentation in the conference. Each paper was peer reviewed by two or three members of the Program Committee. Apart from Australian researchers, the conference attracted participants from a number of countries across Europe, America, Asia-Paci?c and Africa. ACAL 2007 was fortunate to have four distinguished speakers in Alife to address the conference. They were David Abramson (Monash University), K- neth A. De Jong (George Mason University), K.C. Tan (National University of Singapore) and Rodney Walker (Queensland University of Technology).
Discrete mathematics --- Mathematical statistics --- Molecular biology --- Computer science --- Programming --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- patroonherkenning --- factoranalyse --- discrete wiskunde --- informatica --- robots --- moleculaire biologie
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This state-of-the-art survey offers a renewed and refreshing focus on the progress in evolutionary computation, in neural networks, and in fuzzy systems. The book presents the expertise and experiences of leading researchers spanning a diverse spectrum of computational intelligence in these areas. The result is a balanced contribution to the research area of computational intelligence that should serve the community not only as a survey and a reference, but also as an inspiration for the future advancement of the state of the art of the field. The 13 selected chapters originate from lectures and presentations given at the IEEE World Congress on Computational Intelligence, WCCI 2012, held in Brisbane, Australia, in June 2012.
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This volume constitutes the proceedings of the 7th International Conference on Simulated Evolution and Learning, SEAL 2008, held in Melbourne, Australia, during December 7-10, 2008. The 65 papers presented were carefully reviewed and selected from 140 submissions. The topics covered are evolutionary learning; evolutionary optimisation; hybrid learning; adaptive systems; theoretical issues in evolutionary computation; and real-world applications of evolutionary computation techniques.
Social sciences (general) --- Discrete mathematics --- Computer science --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- discrete wiskunde --- vormgeving --- informatica --- sociale wetenschappen --- simulaties --- robots
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Weareverydelightedto presentthis LNCS volume,the proceedingsoftheSixth International Conference on Simulated Evolution And Learning (SEAL 2006). SEALisaprestigiousinternationalconferenceseriesinevolutionarycomputation and learning. This biennial event was ?rst held in Seoul, Korea, in 1996, and then in Canberra, Australia (1998), Nagoya, Japan (2000), Singapore (2002), and Busan, Korea (2004). SEAL2006receivedarecord420papersubmissionsthisyear.After anext- sive peer review process involving more than 1100 reviews, the best 117 papers were selected by the programme committee to be presented at the conference and included in this volume, resulting in an acceptance rate of less than 30%. The papers included in this volume cover a wide range of topics in simulated evolution and learning: from evolutionary learning to evolutionary optimisation, from hybrid systems to adaptive systems, from theoretical issues to real-world applications. They represent some of the latest and best research in simulated evolution and learning in the world. The conference featured four distinguished keynote speakers: Karl Sigmund, Zbigniew Michalewicz, Han La Poutr´ e and Gary Yen. Karl Sigmund's talk was on The Evolution of Cooperation in Groups. Zbigniew Michalewicz's talk was on Adaptive Business Intelligence. Han La Poutr´ e's talk was on Learning Agents in Socio-economicGames. Gary G. Yen's talk was on Adaptive Critics for Fault Tolerant Control . We were very fortunate to have such distinguished speakers giving talks at SEAL 2006 despite their busy schedules. Their presence at the conference was yet another indicator of the importance of SEAL on the international research map.
Social sciences (general) --- Discrete mathematics --- Computer science --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- discrete wiskunde --- vormgeving --- informatica --- sociale wetenschappen --- simulaties --- robots
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