Coffee breaks: 9:30 - 10:00, 14:30 – 15:00 and 16:15 – 16:45. Coffee Stations are located in the Front Hall.
LUNCH: 11:40 – 13:15 on your own, but are invited to attend the free Kluwer "No Free Lunch" lunch (with a free box lunch) featuring the 15 books in the Genetic Algorithms and Genetic Programming book series from Kluwer Academic Publishers, including world premiere showing of the Genetic Programming IV video (42 minutes)
“Best of GECCO” paper nominations. Remember to vote on the best papers and submit your ballot at the registration desk.
Monday July 14, 8:00 – 9:30
KEYNOTE TALK Sauganash Ballroom
Genetic Algorithms as an Engine for the Study of Complex Adaptive Systems.
John Holland
University of Michigan Structural hierarchies, wherein building blocks at one level are combined to form building blocks at the next level, are central to our understanding of the world. The ability of genetic algorithms to locate good building block combinations, when supplied with an appropriate representation, makes them a useful tool for understanding this process, and the advent of agent-based models puts emphasis on extending this ability to the formation of structural hierarchies.
There are three kinds of models relevant to building this capacity: (i) models of open-ended evolution, where agents of ever greater complexity provide ‘niches’ for still other agents; (ii) models of the ways in which signaling networks, such as food webs and bio-circuits, increase in complexity; (iii) models of social processes, such as language-acquisition, that allow combinatoric use of a small ‘vocabulary’ to describe novel situations. These models share features that make exploratory studies with genetic algorithms feasible.
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John H. Holland is Professor of Computer Science and Engineering and Professor of Psychology at the University of Michigan; he is also External Professor and member of the Executive Committee of the Board of Trustees at the Santa Fe Institute. He was made a MacArthur Fellow in 1992 and is a Fellow of the World Economic Forum. He serves on standing panels for the Packard Foundation and the McDonnell Foundation.
Dr. Holland has been interested for more than 40 years in what are now called complex adaptive systems (CAS). He formulated genetic algorithms, classifier systems and the Echo models as tools for studying the dynamics of such systems. His books, HIDDEN ORDER (1995) and EMERGENCE (1998), summarize many of his thoughts about CAS.
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Meet John Holland at the Conference Reception Sunday evening, 18:30 – 19:30 in the Wolf Point Ballroom on the 15th floor.