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PPSN
1994
Springer
13 years 9 months ago
A Genetic Algorithm Discovers Particle-Based Computation in Cellular Automata
Rajarshi Das, Melanie Mitchell, James P. Crutchfie...
EUROGP
2003
Springer
259views Optimization» more  EUROGP 2003»
13 years 10 months ago
Research of a Cellular Automaton Simulating Logic Gates by Evolutionary Algorithms
This paper presents a method of using genetic programming to seek new cellular automata that perform computational tasks. Two genetic algorithms are used : the first one discovers ...
Emmanuel Sapin, Olivier Bailleux, Jean-Jacques Cha...
UPP
2004
Springer
13 years 10 months ago
Inverse Design of Cellular Automata by Genetic Algorithms: An Unconventional Programming Paradigm
Evolving solutions rather than computing them certainly represents an unconventional programming approach. The general methodology of evolutionary computation has already been know...
Thomas Bäck, Ron Breukelaar, Lars Willmes
GECCO
2004
Springer
134views Optimization» more  GECCO 2004»
13 years 10 months ago
A New Universal Cellular Automaton Discovered by Evolutionary Algorithms
In Twenty Problems in the Theory of Cellular Automata, Stephen Wolfram asks “how common computational universality and undecidability [are] in cellular automata.” This papers p...
Emmanuel Sapin, Olivier Bailleux, Jean-Jacques Cha...
CEC
2007
IEEE
13 years 11 months ago
A Genetic approach to search for glider guns in cellular automata
— We aim to search for cellular automata candidate to an automatic system for the demonstration of collision-based universality and that can be able to simulate Turing machines i...
Emmanuel Sapin, Larry Bull, Andrew Adamatzky