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    A New Immunization Algorithm Based on Spectral Properties for Complex Networks

    , M.Sc. Thesis Sharif University of Technology Zahedi, Ramin (Author) ; Khansari, Mohammd (Supervisor)
    Abstract
    Vaccination is one of the ways of disease control and prevention, which not only protect individuals against the disease, but also reduce the disease spread rate. Mass vaccination of individuals is not always possible due to the high cost and limitation of immunization resources. Therefore, researchers are always seeking solutions to find the persons that their immunization may have a greater impact in reduction of disease spread rate. The advent of network epidemic models and the possibility of removal the secured nodes in those models, showed that this problem is equivalent to finding a limited set of individuals that their removal will eliminate or minimize the number of people at risk of...