A New Treatment Application Approach for Immune Plasma Algorithm

Immune Plasma algorithm (IP algorithm or IPA) designed by referencing a medical method called the immune or convalescent plasma has validated its performance for the engineering optimization problems of different types and complexities. In this study, the plasma transfer or treatment mechanism of the IP algorithm was updated with a new approach that utilizes from the qualified solutions more. The effect of the proposed plasma transfer approach on the solving capability of the IP algorithm was investigated for the numerical problems and obtained results were compared with the results of the standard IPA and eight more meta-heuristic algorithms. The comparisons between the mentioned IPA variant and other techniques showed the positive contributions of the modifications on the qualities of the final solutions.

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Publication Details

Published
2024-09-21
DOI
https://doi.org/10.1109/idap64064.2024.10711161
Citations
1
Primary Topic
Artificial Immune Systems Applications
Type
article
Field-Weighted Citation Impact
0.18
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article

A New Treatment Application Approach for Immune Plasma Algorithm

Tevfik Erkin, Selçuk Aslan
1 citations
Artificial Immune Systems Applications
0.18
article

A New Treatment Application Approach for Immune Plasma Algorithm

Tevfik Erkin, Selçuk Aslan
article en
1 citations

Abstract

Immune Plasma algorithm (IP algorithm or IPA) designed by referencing a medical method called the immune or convalescent plasma has validated its performance for the engineering optimization problems of different types and complexities. In this study, the plasma transfer or treatment mechanism of the IP algorithm was updated with a new approach that utilizes from the qualified solutions more. The effect of the proposed plasma transfer approach on the solving capability of the IP algorithm was investigated for the numerical problems and obtained results were compared with the results of the standard IPA and eight more meta-heuristic algorithms. The comparisons between the mentioned IPA variant and other techniques showed the positive contributions of the modifications on the qualities of the final solutions.

Erciyes University (TR)
Openalex Percentile: Top 52%
Artificial Immune Systems Applications
0.18
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