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192098

Intuitionistic Fuzzy Control of Different Strategies for Cancer Treatment

Article

Last updated: 25 Dec 2024

Subjects

-

Tags

• Biomedical Systems Engineering and Applications

Abstract

Chemotherapy is one of the most effective treatment methods for cancer patients. An intuitionistic fuzzy logic control (IFLC) of chemotherapy drug delivery system is presented in this paper. An Ant Colony Optimization (ACO) algorithm is utilized to optimize the intuitionistic fuzzy input-output scaling factors of the drug infusion system. The controller is designed and tested for tracking two clinically relevant chemotherapy dose scheduling protocols. Moreover, the patient safety is implied in the design of our controller by considering maximum allowed level constraints on both drug infusion dose and drug-dose toxicity. The obtained results from the optimized control system are compared with the previous studies. The application of the developed controller resulted in lowering the number of remaining cancer cells to 0.1856. with the highest performance index of 29.31.

Keywords

cancer treatment, Chemotherapy, Drug delivery system, Adaptive intuitionistic Fuzzy, Ant Colony Optimization

Authors

First Name

Ahmed

Last Name

El-Garawany

MiddleName

Hamdy

Affiliation

industrial electronics and control department , faculty of electronic engineering, menoufia university

Email

ahmedelgarwany@gmail.com

City

-

Orcid

-

First Name

Mohamed

Last Name

El-Brawany

MiddleName

A

Affiliation

Department of Industrial Electronics, Faculty of electronic engineering, Menoufia. University

Email

melbrawany@el-eng.menofia.edu.eg

City

-

Orcid

0000-0001-6379-1223

Volume

30

Article Issue

2

Related Issue

21539

Issue Date

2021-07-01

Receive Date

2020-01-26

Publish Date

2021-07-01

Page Start

1

Page End

9

Print ISSN

1687-1189

Online ISSN

2682-3535

Link

https://mjeer.journals.ekb.eg/article_192098.html

Detail API

https://mjeer.journals.ekb.eg/service?article_code=192098

Order

1

Type

Original Article

Type Code

1,088

Publication Type

Journal

Publication Title

Menoufia Journal of Electronic Engineering Research

Publication Link

https://mjeer.journals.ekb.eg/

MainTitle

Intuitionistic Fuzzy Control of Different Strategies for Cancer Treatment

Details

Type

Article

Created At

22 Jan 2023