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Retracted: Medical Dataset Classification: A Machine Learning Paradigm Integrating Particle Swarm Optimization with

The Scientific World Journal

    Thescientificworldjournal
    |May 21, 2016
    PubMed
    Summary

    This article has been retracted. The original study

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    Classification of Systems-I01:26

    Classification of Systems-I

    Linearity is a system property characterized by a direct input-output relationship, combining homogeneity and additivity.
    Homogeneity dictates that if an input x(t) is multiplied by a constant c, the output y(t) is multiplied by the same constant. Mathematically, this is expressed as:
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    Classification of Systems-II

    Continuous-time systems have continuous input and output signals, with time measured continuously. These systems are generally defined by differential or algebraic equations. For instance, in an RC circuit, the relationship between input and output voltage is expressed through a differential equation derived from Ohm's law and the capacitor relation,
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