A multi-objective optimization of data dissemination in delay tolerant networks

作者：

Highlights：

• Data dissemination in DTNs as a multi-objective ptimization problem

• Optimization of the hit rate, delivery cost, and delivery latency metrics

• Set of non-dominated solutions given by the Pareto front

• Selection of solutions from the Pareto front using decision trees

• Social strength is the parameter with the highest influence on the balanced results

摘要

•Data dissemination in DTNs as a multi-objective ptimization problem•Optimization of the hit rate, delivery cost, and delivery latency metrics•Set of non-dominated solutions given by the Pareto front•Selection of solutions from the Pareto front using decision trees•Social strength is the parameter with the highest influence on the balanced results

论文关键词：Delay tolerant networks,Multi-objective optimization,Genetic algorithm,Data dissemination,Decision tree

论文评审过程：Received 31 January 2015, Revised 22 March 2016, Accepted 23 March 2016, Available online 28 March 2016, Version of Record 9 April 2016.

论文官网地址：https://doi.org/10.1016/j.eswa.2016.03.038