Title :
Cancer treatment and control
Author :
Westman, John J.
Author_Institution :
Dept. of Math. & Stat., Miami Univ., Oxford, OH, USA
Abstract :
This interactive presentation is meant to explore the role of control in the treatment of cancer with chemotherapy. The dynamical system and the cost functional are the components of a control problem. The selection of either piece directly influence the control strategy. A compartment model is used to model the evolution and growth of cancer utilizing exponential, logistic, and Gompertzian dynamics in this presentation. The cost functional for current treatment strategies can be typified as seeking to aggressively drive the cancer into remission as quickly as possible as the primary objective. Alternate forms for the cost function can be to balance the life expectancy and quality of life relative to the destruction of the cancer cells. In both forms for the cost functional, constraints are imposed on when the chemotherapy can be administered. For simplicity, the control is the time when chemotherapeutic treatment(s) are administered. The essential difference in the treatment policies is that traditional schedules use a cycle or group of treatments whereas the alternate schedule is for individual treatments. A numerical study is presented to illustrate the roles of the dynamics and cost functional.
Keywords :
cancer; medical control systems; patient treatment; cancer cells; cancer treatment; chemotherapy; control strategy; cost function; current treatment strategies; dynamical system; Cancer; Capacitive sensors; Cells (biology); Control systems; Cost function; Logistics; Mathematics; Medical treatment; Statistics; Uniform resource locators;
Conference_Titel :
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
Print_ISBN :
0-7803-7924-1
DOI :
10.1109/CDC.2003.1273088