Metaheuristics for Data Clustering and Image Segmentation

• Main Authors: Ramadas, Meera (Author, http://id.loc.gov/vocabulary/relators/aut), Abraham, Ajith (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Intelligent Systems Reference Library, 152
• Subjects: Computational intelligence.; Artificial intelligence.; Optical data processing.; Algorithms.; Computational Intelligence.; Artificial Intelligence.; Image Processing and Computer Vision.

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...