Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Multilevel Quantum Inspired Fractional Order Ant Colony Optimization for Automatic Clustering of Hyperspectral Images Subject The topic of the resource Fractional Order Ant Colony Optimization; Hyperspectral Image Segmentation; Kruskal-Wallis test; Peak signal-to-noise ratio; Qutrits Description An account of the resource Hyperspectral images contain a wide variety of information, varying from relatively large regions to smaller manmade buildings, roads and others. Automatic clustering of various regions in such images is a tedious task. A multilevel quantum inspired fractional order ant colony optimization algorithm is proposed in this paper for automatic clustering of hyperspectral images. Application of fractional order pheromone updation technique in the proposed algorithm produces more accurate results. Moreover, the quantum inspired version of the algorithm produces results faster than its classical counterpart. A new band fusion technique, applying principal component analysis and adaptive subspace decomposition, is successfully proposed for the pre-processing of hyperspectral images. Score Function is used as the fitness function and K-Harmonic Means is used to determine the clusters. The proposed algorithm is implemented on the Xuzhou HYSPEX dataset and compared with classical Ant Colony Optimization and fractional order Ant Colony Optimization algorithms. Furthermore, the performance of each method is validated by peak signal-to-noise ratio which clearly indicates better segmentation in the proposed algorithm. The Kruskal-Wallis test is also conducted along with box plot, which establishes that the proposed algorithm performs better when compared with other algorithms. 2020 IEEE. Creator An entity primarily responsible for making the resource Bhattacharyya S.; Dutta T.; Dey S. Source A related resource from which the described resource is derived 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2020-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/CEC48606.2020.9185589" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/CEC48606.2020.9185589</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85092034048&amp;doi=10.1109%2FCEC48606.2020.9185589&amp;partnerID=40&amp;md5=15fba68e45c0d425a17d568d730eac07" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85092034048&amp;doi=10.1109%2fCEC48606.2020.9185589&amp;partnerID=40&amp;md5=15fba68e45c0d425a17d568d730eac07</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-172816929-3 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Bhattacharyya S., Christ (Deemed to Be University), Department of Computer Science Engineering, Bangalore, Karnataka, India; Dutta T., University Institute of Technology, Burdwan University, Department of Computer Science Engineering, West Bengal, India; Dey S., Sukanta Mahavidyalaya Dhupguri, Department of Computer Science, Jalpaiguri, West Bengal, India