FOGA 2000 - Program Program Foundations of Genetic Algorithms Workshop July 21-23, 2000 Charlottesville, VA Friday, July 21 Breakfast 7:00 - 9:00 Session 1A - Invited Speaker 9:00 - 10:15 Friday, July 21 Can You Use a Population Size of a Million Million Million? David H. Wood Department of Computer and Information Sciences University of Delaware ______ Paper Session 1B 10:45 - 12:00 Friday, July 21 Overcoming fitness barriers in multi-modal search spaces M. Oates D. Corne R. Watson British Telecom Niches in NK-landscapes Keith Mathias Larry J. Eshelman J. David Schaffer Philips Research ______ Paper Session 1C 1:30 - 2:45 Friday, July 21 New methods for tunable, random landscapes R.E. Smith J.E. Smith University of The West of England Analysis of recombinative algorithms on a non-separable building-block problem Richard A. Watson Brandeis University ______ Paper Session 1D 3:15 - 4:30 Friday, July 21 Direct statistical estimation of GA landscape properties Colin R. Reeves Coventry University Comparing population mean curves Bart Naudts Ives Landrieu University of Antwerpen ______ Saturday, July 22 Breakfast 7:00 - 8:30 ______ Paper Session 2A 8:30 - 10:15 Saturday, July 22 Local performance of the (m/mI,L)-ES in a noisy environment Dirk V. Arnold Hans-Georg Beyer University of Dortmund Recursive conditional schema theorem convergence and population sizing in genetic algorithms Riccardo Poli University of Birmingham Towards a theory of strong overgeneral classifiers Tim Kovacs University of Birmingham ______ Paper Session 2B 10:45 - 12:00 Saturday, July 22 Evolutionary optimization through PAC learning Forbes J. Burkowski University of Waterloo Continuous dynamical system models of steady-state genetic algorithms Alden H. Wright Jonathan E. Rowe University of Montana ______ Paper Session 2C 1:30 - 2:45 Saturday, July 22 Mathematical framework for a mutation-selection algorithm Paul Albuquerque Christian Mazza University of Geneva Limiting distributions for mutation and recombination William M. Spears Artificial Intelligence Center NRL ______ Paper Session 2D 3:15 - 4:30 Saturday, July 22 The mixing rate of different crossover operators Adam Prugel-Bennett University of Southampton Future Research Directions - FOGA Community Discussion Discussion leader: Ken DeJong George Mason University ______ Sunday, July 23 Breakfast 7:00 - 8:30 ______ Paper Session 3A 8:30 - 10:15 Sunday, July 23 Dynamic parameter control in simple evolutionary algorithms Stefan Droste Thomas Jansen Ingo Wegener University of Dortmund High precision gray codes and convergence Darrell Whitley Larura Barbulescu Jean-Paul Watson Colorado State University Burden and benefits of redundancy Karsten Weicker Nicole Weicker University of Stuttgart ______ Session 3B 10:45 - 12:00 Sunday, July 23 Future of FOGA Once and Future FOGA Chairs Panel