Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Genetic programming: a paradigm for genetically breeding populations of computer programs to solve problems
Theory of Self-Reproducing Automata
Theory of Self-Reproducing Automata
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The concept of genetic action trees combines action trees with genetic algorithms. In this paper, we create a multi-agent simulation on the base of this concept and provide the interested reader with a software package to apply genetic action trees in a multi-agent simulation to simulate complex social behaviour. An example model is introduced to conduct a feasibility study with the described method. We find that our library can be used to simulate the behaviour of agents in a complex setting and observe a convergence to a global optimum in spite of the absence of stable states.