A Spark-based differential evolution with grouping topology model for large-scale global optimization
Zhihui He, Hu Peng, Jianqiang Chen, Changshou Deng, Zhijian Wu
Topics & Concepts
Computer scienceSPARK (programming language)Differential evolutionCloud computingBenchmark (surveying)Topology optimizationTopology (electrical circuits)Mathematical optimizationGlobal optimizationScale (ratio)PopulationDistributed computingAlgorithmMathematicsCombinatoricsDemographyFinite element methodThermodynamicsPhysicsProgramming languageGeographyQuantum mechanicsGeodesyOperating systemSociologyMetaheuristic Optimization Algorithms ResearchEvolutionary Algorithms and ApplicationsAdvanced Multi-Objective Optimization Algorithms