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Poslední úprava: doc. Mgr. Petr Kaplický, Ph.D. (17.01.2020)
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Poslední úprava: doc. Mgr. et Mgr. Jan Žemlička, Ph.D. (20.01.2020)
A. W. Burks, Von Neumann's Self-Reproducing Automata, Ann Arbor, 1969.
C. G. Langton, Studying Artificial Life with Cellular Automata, Physica D: Nonlinear Phenomena Volume 22, Issues 1–3, October–November 1986, 120-149.
A. Lindenmayer, Mathematical Models for Cellular Interactions in Development, Journal of Theoretical Biology Volume 18, Issue 3, March 1968, 280-299.
M. Minsky The Society of Mind. (1986) New York: Simon & Schuster. ISBN 0-671-60740-5.
K. O. Stanley and R. Miikkulainen, Evolving neural networks through augmenting topologies, Evolutionary Computation 10(2): 99-127.
A. M. Turing, Computing Machinery and Intelligence. Mind 49 (1950): 433-460. |
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Poslední úprava: doc. Mgr. et Mgr. Jan Žemlička, Ph.D. (15.05.2020)
1) AI, Generalization, and Unsupervised Learning
2) Wolfram's elementary cellular automata (ECA): simple evolving models where structures emerge Barbora Hudcova: more formal classification of ECAs using their transition lengths
3) Towards metrics of complexity: Occam's razor, Minimum description length, Kolmogorov complexity, Algorithmic probability The Quark and The Jaguar, Murray Gell-Mann: measures of complexity proposed by Gell-Mann
4) Hugo Cisneros: Evolving Structures in Complex Systems
5) Von Neumann's Self-Reproducing Automata, A. W. Burks
6) Studying Artificial Life with Cellular Automata, C. G. Langton
7) Other related topics: Genetic Algorithms, J. Holland
attempts to design objects that can evolve. Neuroevolution
models that can grow in complexity. |