DocumentCode :
670193
Title :
Parameter optimization of H controller designed for tumor growth in the light of physiological aspects
Author :
Sapi, Johanna ; Drexler, Daniel Andras ; Kovacs, Levente
Author_Institution :
John von Neumann Fac. of Inf., Obuda Univ., Budapest, Hungary
fYear :
2013
fDate :
19-21 Nov. 2013
Firstpage :
19
Lastpage :
24
Abstract :
According to the fact that cancer diseases are leading causes of death all around the world, development of cancer fighting therapies is necessary. Beside the medical knowledge, there is an extra need for engineering approach to solve this complex problem. The aim of this paper is to design controller for tumor growth under angiogenic inhibition, which on the one hand minimizes the input signal as far as possible (in order to have less side effects and greater cost-effectiveness) and on the other hand results in appropriately low tumor volume. Since the model contains uncertainties and measurement noise, the controller was designed using modern robust control methodology. Choosing of the ideal system and the weighting functions were done in the light of physiological aspects.
Keywords :
H control; cancer; medical control systems; optimisation; patient treatment; robust control; tumours; H∞ controller; angiogenic inhibition; cancer disease; cancer fighting therapies; measurement noise; parameter optimization; physiological aspect; robust control methodology; tumor growth; Inhibitors; Medical treatment; Noise; Physiology; Robustness; Steady-state; Tumors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence and Informatics (CINTI), 2013 IEEE 14th International Symposium on
Conference_Location :
Budapest
Print_ISBN :
978-1-4799-0194-4
Type :
conf
DOI :
10.1109/CINTI.2013.6705197
Filename :
6705197
Link To Document :
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