Optimization Models for Calculation of Personalized Strategies
Євген Арнольдович Настенко, Volodymyr Anatolevich Pavlov, Olena Konstantinovna Nosovets, Oleksandr Davydko, Oleksander Pavlov · Advances in human resources management and organizational development book series · 2019
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.