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This chapter is the extended work of the paper titled “Genetic Algorithm for Data Aggregation Trees in Wireless Sensor Networks”, appeared in Proceedings of the Third International Conference on Intelligent Environments (IE), Ulm, Germany, September 24–25, 2007. presents a genetic algorithm (GA) to generate balanced and energy-efficient data aggregation spanning trees for wireless sensor networks...