provide a realworld application of eigenvalues Explain how e

provide a real-world application of eigenvalues. Explain how eigenvalues are used in words?

Solution

We can find real life application in Spectral clustering.

Whether it\'s in plants and biology, \'medical imaging\', buisness and marketing,understanding the connections between fields on Facebook, or even criminology, clustering is an extremely important part of modern data analysis.

It allows people to find important subsystems or patterns inside \'noisy data sets\'.

One such method is \'spectral clustering\' which uses the eigenvalues of a the graph of a network.

Even the eigenvector of the second smallest eigenvalue of the \'Laplacian matrix\' allows us to find the two largest clusters in a network.