An Integrated Fuzzy-Entropy Method for Evaluating the Efficacy of Hybrid Nanocomposites in Biomedical Applications

EasyChair Preprint 14230

Abstract

Hybrid nanocomposites have garnered significant attention in biomedical applications

due to their unique properties, which combine the benefits of organic and inorganic

materials. These materials offer enhanced mechanical strength, biocompatibility, and

multifunctional capabilities, making them ideal for a wide range of medical

applications, including drug delivery, tissue engineering, and diagnostic imaging.

However, evaluating the efficacy of these nanocomposites in a systematic and reliable

manner poses a significant challenge due to the complexity and variability of

biomedical environments.

This study proposes an integrated fuzzy-entropy method as a novel approach to

evaluate the efficacy of hybrid nanocomposites in biomedical applications. The fuzzy-

entropy method combines fuzzy logic with entropy measures to handle the uncertainty

and imprecision inherent in biomedical data. Fuzzy logic provides a framework for

dealing with the vagueness and subjectivity in expert opinions, while entropy

measures quantify the amount of disorder or uncertainty in the data.

The proposed method involves the following steps: (1) defining a set of evaluation

criteria based on the key properties and performance indicators of hybrid

nanocomposites; (2) employing fuzzy logic to assign weights to these criteria,

reflecting their relative importance and the uncertainty in expert judgments; (3) using

entropy measures to analyze the degree of variation and uncertainty in the evaluation

data; and (4) integrating the fuzzy weights and entropy values to compute a

comprehensive efficacy score for each nanocomposite.

This integrated approach allows for a more nuanced and robust assessment of hybrid

nanocomposites, considering both qualitative and quantitative aspects of their

performance.

Keyphrases: Applications, Biomedical, Hybrid, Integrated, Nanocomposites, fuzzy entropy

@booklet{EasyChair:14230,
  author    = {John Owen},
  title     = {An Integrated Fuzzy-Entropy Method for  Evaluating the Efficacy of Hybrid Nanocomposites in  Biomedical Applications},
  howpublished = {EasyChair Preprint 14230},
  year      = {EasyChair, 2024}}