Metaheuristics for Data Clustering and Image Segmentation

• Κύριοι συγγραφείς: Ramadas, Meera (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Abraham, Ajith (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: Intelligent Systems Reference Library, 152
• Θέματα: 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...

Πίνακας περιεχομένων:

• Introduction
• METAHEURISTICS AND DATA CLUSTERING
• REVISED MUTATION STRATEGY FOR DIFFERENTIAL EVOLUTION ALGORITHM
• SEARCH strategy Flower Pollination Algorithm with Differential Evolution. .