Computational Intelligence for Network Structure Analytics /

Computational Intelligence for Network Structure Analytics /

Detalles Bibliográficos
Autores principales: Gong, Maoguo. (Autor), Cai, Qing. (Autor), Ma, Lijia. (Autor), Wang, Shanfeng. (Autor), Lei, Yu. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: eBook
Lenguaje:English
Publicado: Singapore : Springer Singapore : Imprint: Springer, 2017.
Edición:1st ed. 2017.
Materias:
Artificial intelligence.
Mathematical optimization.
System theory.
Computers.
Data mining.
Artificial Intelligence.
Optimization.
Complex Systems.
Theory of Computation.
Data Mining and Knowledge Discovery.
Tabla de Contenidos:
  • Introduction
  • Network Community Discovery with Evolutionary Single-objective Optimization
  • Network Community Discovery with Evolutionary Multi-objective Optimization
  • Network Structure Balance Analytics with Evolutionary Optimization
  • Network Robustness Analytics with Optimization
  • Real-world Cases of Network Structure Analytics
  • Concluding Remarks.

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