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Genetic Algorithm And Support Vector Machine Based Clustering




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Advancement in sensing and digital storage technologies and their dramatic growth within the applications starting from marketing research to scientific knowledge searching have formed a number of elevated quantities and elevated dimensional data sets. Mainly of the information become in electronic media have unfair the incident of cost-effective mechanisms for information recovery and usual tool of data processing for efficient categorization and group of elevated dimensional information.

The proposed method cluster is a partition primarily based clustering method of grouping objects into ok corporations (wherein ok- is user detailed variety of clusters). The no of clusters k and a dataset comprise n objects xi and a fixed of ok clusters cj that decrease the mistake in dataset. The proposed algorithm begins with the generation of ultimate cluster centroids (seeds) the use of genetic algorithm within the first phase. The second phase uses the seeds generated from the primary section as initial seeds for okay-approach clustering algorithm and generates the final codebook

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Software Requirement :   MATLAB

Hardware Requirement :   • Intel Processor 2.0 GHz or above. • 2 GB RAM or more. • 160 GB or more Hard Disk Drive or above.

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