Title :
Control of mixed pattern AID S-tuberculosis co-infection a sub-optimal approach of the resource allocation
Author :
de Souza, J. A. Felippe ; Kimura, H. ; Yoneyama, T.
Author_Institution :
Dept. de Eng. Electromecanica, Univ. da Beira Interior, Covilha, Portugal
Abstract :
This work concerns a problem of decision in the field of epidemiological control. The main objective is the optimal allocation of a limited amount of resources in such a way that the direct and social costs are minimized in terms of co-infection: acquired immune deficiency syndrome (AIDS) and tuberculosis. A mathematical model for the dynamics of the co-infection found in the literature is used together with a cost functional of quadratic type to yield an optimal control problem. The class of admissible controls was then restricted to be piecewise constant functions, characterized by the heights and the breakpoints, to reflect the form that the financial resources from health authorities are made available. The sub-optimal control problem is to choose a piecewise constant function that minimizes the cost functional, now written in as a mathematical programming problem which is solved using a numerical method that searches for global solutions. In this work the method of flexible polyhedra with simulated annealing and multiple random initializations is used. Numerical simulations in a digital computer show that the increase in the fraction of the population affected by AIDS tends to be significantly slowed, although not reduced as no cure is yet known.
Keywords :
diseases; epidemics; medical control systems; minimisation; numerical analysis; piecewise constant techniques; simulated annealing; suboptimal control; acquired immune deficiency syndrome; co-infection dynamics; cost functional minimization; digital computer; direct costs; epidemiological control; financial resources; flexible polyhedra; health authorities; mathematical model; mathematical programming problem; mixed pattern AIDS-tuberculosis co-infection; numerical method; numerical simulations; optimal resources allocation; piecewise constant function; quadratic type; random initializations; simulated annealing; social costs; suboptimal control problem; Acquired immune deficiency syndrome; Investment; Mathematical model; Optimal control; Resource management; Simulated annealing; Sociology; AIDS; epidemiology; numerical optimization; optimal control; resource allocation;
Conference_Titel :
Control Conference (ECC), 1997 European
Conference_Location :
Brussels
Print_ISBN :
978-3-9524269-0-6