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Publications from the ESD Team

1993
Wilke, P., and C. Jacob, "The NeuroGraph Neural Network Simulator", MASCOTS, pp. 341-342, 1993.
Wilke, P., and C. Jacob, "Simulating Neural Networks in a Distributed Computing Environment Using NeuroGraph", MASCOTS, pp. 382-383, 1993.
1994
Jacob, C., "Typed Expressions Evolution of Artificial Nervous Systems", International Conference on Evolutionary Computation, pp. 502-507, 1994.
Jacob, C., and J. Rehder, "Evolution of neural net architectures by a hierarchical grammar-based genetic system", ICANN'94: International Conference on Artificial Neural Networks, Sorrento, Italy, Springer, 07/1994. Abstract
Jacob, C., "Genetic L-System Programming", PPSN III - Parallel Problem Solving from Nature, Jerusalem, Israel, Springer Verlag, pp. 334-343, 08/1994. Abstract
1995
Jacob, C., J. Rehder, J. Siemandel, and A. Friedmann, "ıt NeuroGene}: A System for Evolving Artificial Neural Networks", MASCOTS, pp. 436-439, 1995.
Jacob, C., "Genetic L-System Programming: Breeding and Evolving Artificial Flowers with Mathematica", IMS'95 - First International Mathematica Symposium, Southampton, UK, Computational Mechanics Pub., 06/1995. Abstract
1996
Jacob, C., "Evolution Programs Evolved", PPSN, pp. 42-51, 1996.
Jacob, C., "Evolving Evolution Programs: Genetic Programming and L-Systems", GP'96 - First Genetic Programming Conference, Stanford, CA, USA, Springer, 07/1996. Abstract
2003
Kwong, H., and C. Jacob, "Evolutionary exploration of dynamic swarm behaviour", IEEE Congress on Evolutionary Computation (1), pp. 367-374, 2003.
Hoar, R. M., J. K. Penner, and C. Jacob, "Transcription and evolution of a virtual bacteria culture", IEEE Congress on Evolutionary Computation (1), pp. 54-61, 2003.
2004
Jacob, C., and I. Burleigh, "Biomolecular swarms - an agent-based model of the lactose operon", Natural Computing, vol. 3, no. 4, pp. 361-376, 2004.
Boyd, J. E., G. Hushlak, and C. Jacob, "SwarmArt: interactive art from swarm intelligence", ACM Multimedia, pp. 628-635, 2004.
Jacob, C., J. Litorco, and L. Lee, "Immunity Through Swarms: Agent-Based Simulations of the Human Immune System", ICARIS, pp. 400-412, 2004. Abstract
2005
von Mammen, S., C. Jacob, and G. Kókai, "Evolving swarms that build 3D structures", Congress on Evolutionary Computation, pp. 1434-1441, 2005.
Khemka, N., C. Jacob, and G. Cole, "Making soccer kicks better: a study in particle swarm optimization", GECCO Workshops, pp. 382-385, 2005.
Khemka, N., C. Jacob, and G. Cole, "Making soccer kicks better: a study in particle swarm optimization and evolution strategies", Congress on Evolutionary Computation, pp. 735-742, 2005.
Jacob, C., M. Pilat, P. J. Bentley, and J. Timmis, "Artificial Immune Systems: 4th International Conference, ICARIS 2005, Banff, Alberta, Canada, August 14-17, 2005, Proceedings", ICARIS, vol. 3627: Springer, 2005.
2006
Nguyen, Q., S. Novakowski, J. E. Boyd, C. Jacob, and G. Hushlak, "Motion swarms: video interaction for art in complex environments", ACM Multimedia, pp. 461-469, 2006.
Jacob, C., S. Steil, and K. P. Bergmann, "The Swarming Body: Simulating the Decentralized Defenses of Immunity", ICARIS, pp. 52-65, 2006. Abstract
2007
Hornby, G., S. Kumar, and C. Jacob, "Editorial introduction to the special issue on developmental systems", Genetic Programming and Evolvable Machines, vol. 8, no. 2, pp. 111-113, 2007.
von Mammen, S., and C. Jacob, "Genetic swarm grammar programming: Ecological breeding like a gardener", IEEE Congress on Evolutionary Computation, pp. 851-858, 2007.
2008
Pilat, M., and C. Jacob, "Creature Academy: A system for virtual creature evolution", IEEE Congress on Evolutionary Computation, pp. 3289-3297, 2008.
Bergmann, K. P., R. Scheidler, and C. Jacob, "Cryptanalysis using genetic algorithms", GECCO, pp. 1099-1100, 2008.
Esmaeili, A., and C. Jacob, "Evolution of discrete gene regulatory models", GECCO, pp. 307-314, 2008.