Genetic clustering algorithm

نویسندگان

چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Genetic algorithm-based clustering technique

A genetic algorithm-based clustering technique, called GA-clustering, is proposed in this article. The searching capability of genetic algorithms is exploited in order to search for appropriate cluster centres in the feature space such that a similarity metric of the resulting clusters is optimized. The chromosomes, which are represented as strings of real numbers, encode the centres of a "xed ...

متن کامل

Genetic Algorithm in spatial clustering

Clustering has been utilized a great deal in statistical data mining as well as machine learning in case of unsupervised learning. Clustering is a centeral task in knowledge discovery and data mining. One of the limitations that clustering methods usually encounter is prede ned number of clusters. The method that is going to be presented in this paper is not constrained by such a limitation. Ge...

متن کامل

Hierarchical Clustering and Genetic Algorithm

The Traveling Salesman Problem(TSP) is one of the most intensively studied problem in computational mathematics. To solve this problem a number of algorithms have been developed using genetic algorithms. But these algorithms are not so suitable for solving large-scale TSP. This paper proposes a new solution for TSP using hierarchical clustering and genetic algorithm. Keywords— Traveling Salesma...

متن کامل

A Genetic Spectral Clustering Algorithm

As a novel clustering algorithm, spectral clustering is applied in machine learning extensively. Spectral clustering is built upon spectral graph theory, and has the ability to process the clustering of non-convex sample spaces. Most of the existing spectral clustering algorithms are based on k-means algorithm, and k-means algorithm uses the iterative optimization method to find the optimal sol...

متن کامل

Enhanced Clustering Based on K-means Clustering Algorithm and Proposed Genetic Algorithm with K-means Clustering

-In this paper targeted a variety of techniques, tactics and distinctive areas of the studies that are useful and marked because the crucial discipline of information mining technologies. The overall purpose of the system of statistics mining is to extract beneficial facts from a large set of information and changing it right into a shape that is comprehensible for in addition use. Clustering i...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Russian Technological Journal

سال: 2020

ISSN: 2500-316X

DOI: 10.32362/2500-316x-2019-7-6-134-150