Metaheuristics for Data Clustering and Image Segmentation

In this book, differential evolution and its modified variants are applied to the clustering of data and images. Metaheuristics have emerged as potential algorithms for dealing with complex optimization problems, which are otherwise difficult to solve using traditional methods. In this regard, diffe...

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Bibliographic Details
Main Authors: Ramadas, Meera (Author), Abraham, Ajith (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : 2019.
Imprint: Springer,
Edition:1st ed. 2019.
Series:Intelligent Systems Reference Library, 152
Subjects:
Computational intelligence.
Artificial intelligence.
Computer vision.
Algorithms.
Computational Intelligence.
Artificial Intelligence.
Computer Vision.
Online Access:Full-text access
Table of Contents:
  • Introduction
  • METAHEURISTICS AND DATA CLUSTERING
  • REVISED MUTATION STRATEGY FOR DIFFERENTIAL EVOLUTION ALGORITHM
  • SEARCH strategy Flower Pollination Algorithm with Differential Evolution. .

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