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Author(s):
Wagner, Michael; Cai, Wentong; Lees, Michael H; Aydt, Heiko 
Title:
Evolving Agent-based Models Using Self-adaptive Complexification 
Abstract:
This paper focuses on parameter search for multi-agent based models using evolutionary algorithms. Large numbers and variable dimensions of parameters require an optimization method which can efficiently handle a high dimensional search space. We are proposing the use of complexification as it emulates the natural way of evolution by starting with a small constrained search space and expanding it as the evolution progresses. To further improve performance we suggest and experiment with methods o...    »
 
Keywords:
Evolutionary Computing,Agent-based Simulation,Modelling,Artificial Life, RP 5, CLUSTER B, TUM CREATE 
Journal title:
Journal of Computational Science 
Year:
2015 
Print-ISSN:
1877-7503