A Simplex Method-Based Social Spider Optimization Algorithm for Clustering Analysis

Faculty Computer Science Year: 2017
Type of Publication: ZU Hosted Pages: 67-82
Authors:
Mohammed Abdel Basset Metwally Attia
Journal: Engineering Applications of Artificial Intelligence Elsevier Volume: Volume 64
Keywords : , Simplex Method-Based Social Spider Optimization Algorithm    
Abstract:
Clustering is a popular data-analysis and data-mining technique that has been addressed in many contexts and by researchers in many disciplines. The -means algorithm is one of the most popular clustering algorithms because of its simplicity
    
     
 
       

Author Related Publications

  • Mohammed Abdel Basset Metwally Attia, "Discrete greedy flower pollination algorithm for spherical traveling salesman problem", Springer, 2019 More
  • Mohammed Abdel Basset Metwally Attia, "A New Hybrid Flower Pollination Algorithm for Solving Constrained Global Optimization Problems", Natural Sciences Publishing Cor., 2014 More
  • Mohammed Abdel Basset Metwally Attia, "A novel equilibrium optimization algorithm for multi-thresholding image segmentation problems", Springer London, 2021 More
  • Mohammed Abdel Basset Metwally Attia, "An efficient binary slime mould algorithm integrated with a novel attacking-feeding strategy for feature selection", Pergamon, 2021 More
  • Mohammed Abdel Basset Metwally Attia, "An efficient teaching-learning-based optimization algorithm for parameters identification of photovoltaic models: Analysis and validations", Pergamon, 2021 More

Department Related Publications

  • Saber Mohamed, "Online Generation of Trajectories for Autonomous Vehicles using a Multi-Agent System", IEEE, 2014 More
  • Saber Mohamed, "Parameters Adaptation in Differential Evolution", IEEE, 2012 More
  • Eman samir hasan sayed, "Using Hybrid Dependency Identification with a Memetic Algorithm for Large Scale Optimization Problems", Springer Berlin Heidelberg, 2012 More
  • Eman samir hasan sayed, "A Decomposition-based Algorithm for Dynamic Economic Dispatch Problems", IEEE, 2014 More
  • Eman samir hasan sayed, "Decomposition-based evolutionary algorithm for large scale constrained problems", Elsevier Inc, 2014 More
Tweet