Multiobjective Genetic Programming of Agent Decision Strategies

Abstract

This work describes a method to control a behaviour of intelligent data mining agent We developed an adaptive decision making system that utilizes genetic programming technique to evolve an agent's decision strategy. The parameters of data mining task and current state of an agent are taken into account by tree structures evolved by genetic programming. Efficiency of decision strategies is compared from the perspectives of single and multi criteria optimization. © Springer International Publishing Switzerland 2014.