Comparison of Predator-Prey Model and Hawk-Dove Game for Modelling Leukemia. (22nd September 2022)

• Record Type: Journal Article
• Authors: Sultana, Mariam; Khan, Fareeha Sami; Khalid, M.; Al-moneef, Areej A.; Ali, Ali Hasan; Bazighifan, Omar
• Other Names: Saeed Faisal Academic Editor.
• Is Part Of: Computational intelligence and neuroscience. Volume 2022(2022)
• Publication Date: 2022-09-22
• Subjects: Neurosciences -- Data processing -- Periodicals; Computational intelligence -- Periodicals; Computational neuroscience -- Periodicals; 612.80285
• DOI: 10.1155/2022/9957514
• Languages: English
• ISSNs: 1687-5265

Abstract

Abstract : Game theory is an excellent mathematical tool to describe the interaction between the immune system and cancerous leukocytes c . l e u . The feature of cancerous leukocytes to differentiate and mutate to give rise to leukemia is in the domain of ecological models as well. In this work, the dynamic of leukemia is described and compared by two models: firstly by a simple probabilistic mathematical model using the zero-sum two player game of Hawk and Dove, and secondly by Leslie Predator Prey model of ecology. The main goal of this study is to compare the results of both models and then discuss the treatment of leukemia i.e., Hematopoietic Stem cell transplant with the best model among them. Hawk and Dove model also describes the cell to cell interaction of cancerous leukocytes and healthy leukocytes l e u after diagnoses and the condition of the patient before and after treatments. In this work, Hematopoietic Stem cell transplant is discussed by using concepts of a zero-sum three player game. Also, both models will be characterized by determining the stability properties, identifying basins of attraction, and locating the equilibrium points to see, at what extent the patient's survival is possible with leukemia in its body. Results for both models will be presented graphically.