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Showing 1 to 3 of 3 for “"Personal Contact Networks"”.
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Epidemic Simulation and Mitigation via Evolutionary Computation
… this end, a generative representation to create personal contact networks, representing the social connections within a population, known as the Local THADS-N generative representation is introduced and expanded upon. This representation uses an evolutionary algorithm and is modified to include …
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Emerging Variants and Fading Immunity: Analyzing the Impact in Epidemic Modeling
… considering diverse population structures in the contact network where different age groups have different levels of immunity strength. An evolutionary algorithm was used to generate and evolve personal contact networks. We analyzed the epidemic dynamics within these networks, focusing on how …
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Evolving Weighted Networks to Simulate Epidemics and Lockdowns
… algorithm is used to evolve weighted personal contact networks that represent physical contact between individuals, and thus possible paths of infection during an epidemic. The evolutionary algorithm evolves a list of edge-editing operations applied to an initial graph. Two initial …