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Optimization Models for Calculation of Personalized Strategies
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Author(s): Ievgen Arnoldovich Nastenko (Igor Sikorsky Kyiv Polytechnic Institute, Ukraine), Volodymyr Anatolevich Pavlov (Igor Sikorsky Kyiv Polytechnic Institute, Ukraine), Olena Konstantinovna Nosovets (Igor Sikorsky Kyiv Polytechnic Institute, Ukraine), Oleksandr Davydko (Igor Sikorsky Kyiv Polytechnic Institute, Ukraine)and Oleksander Pavlov (Igor Sikorsky Kyiv Polytechnic Institute, Ukraine)
Copyright: 2020
Pages: 19
Source title:
Handbook of Research on Social and Organizational Dynamics in the Digital Era
Source Author(s)/Editor(s): Efosa C. Idemudia (Arkansas Tech University, USA)
DOI: 10.4018/978-1-5225-8933-4.ch015
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Abstract
The chapter considers the problem of calculating the best individual strategy based on models obtained from observations of a given sample object's reaction to the applied control actions. In order to improve the calculation efficiency, the construction of the optimization problem with line dependence on the control variables is offered. To ensure the calculation adequacy, the object state models of optimal complexity, nonlinear with respect to the initial conditions and parameters, are considered. Examples of optimal personalized treatment strategies calculation are given. The proposed approach can be extended to other practical areas to solve the decision making, provided the development of adequate the object state models in the optimization field.
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