Human-Inspired Optimization Algorithms: Theoretical Foundations, Algorithms, Open-Research Issues and Application for Multi-Level Thresholding

Archives of Computational Methods in Engineering, Journal Year: 2022, Volume and Issue: 29(7), P. 5313 - 5352

Published: June 7, 2022

Language: Английский

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Lung X-Ray Image Segmentation Using Heuristic Red Fox Optimization Algorithm

Scientific Programming, Journal Year: 2022, Volume and Issue: 2022, P. 1 - 8

Published: July 31, 2022

Medical image segmentation identifies an area that should be analyzed later in the processing process, such as for disease recognition and classification. As search is reduced, this action allows faster computation analysis. We propose use of a heuristic red fox optimization algorithm (RFOA) medical paper. The heuristics’ operation was adapted to analysis two-dimensional images, with focus on equation modification novel fitness function. proposed solution analyzes by converting selected pixels one two color variants, black or white, based threshold value used. Their number counted, allowing chosen threshold. result, results automatic selection parameter. Our method new function adjustment RFOA used publicly available database lung X-ray images evaluation, results, accuracy performed, well discussion benefits drawbacks presented.

Language: Английский

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Archimedes Optimizer: Theory, Analysis, Improvements, and Applications

Archives of Computational Methods in Engineering, Journal Year: 2023, Volume and Issue: 30(4), P. 2543 - 2578

Published: Jan. 5, 2023

Language: Английский

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Recent Developments in Equilibrium Optimizer Algorithm: Its Variants and Applications

Archives of Computational Methods in Engineering, Journal Year: 2023, Volume and Issue: 30(6), P. 3791 - 3844

Published: April 12, 2023

Language: Английский

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Multi-threshold segmentation of breast cancer images based on improved dandelion optimization algorithm

The Journal of Supercomputing, Journal Year: 2023, Volume and Issue: 80(3), P. 3849 - 3874

Published: Sept. 7, 2023

Language: Английский

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Fundus image segmentation based on random collision whale optimization algorithm

Journal of Computational Science, Journal Year: 2024, Volume and Issue: 80, P. 102323 - 102323

Published: May 24, 2024

Language: Английский

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XECryptoGA: a metaheuristic algorithm-based block cipher to enhance the security goals

Evolving Systems, Journal Year: 2022, Volume and Issue: 14(5), P. 749 - 770

Published: Sept. 21, 2022

Language: Английский

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Elite levy spreading differential evolution via ABC shrink-wrap for multi-threshold segmentation of breast cancer images

Biomedical Signal Processing and Control, Journal Year: 2023, Volume and Issue: 82, P. 104592 - 104592

Published: Jan. 18, 2023

Language: Английский

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Advancements in Q‐learning meta‐heuristic optimization algorithms: A survey

Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, Journal Year: 2024, Volume and Issue: 14(6)

Published: Aug. 18, 2024

Abstract This paper reviews the integration of Q‐learning with meta‐heuristic algorithms (QLMA) over last 20 years, highlighting its success in solving complex optimization problems. We focus on key aspects QLMA, including parameter adaptation, operator selection, and balancing global exploration local exploitation. QLMA has become a leading solution industries like energy, power systems, engineering, addressing range mathematical challenges. Looking forward, we suggest further integration, transfer learning strategies, techniques to reduce state space. article is categorized under: Technologies > Computational Intelligence Artificial

Language: Английский

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Optimizing Multilevel Image Segmentation with a Modified New Caledonian Crow Learning Algorithm

Systems and Soft Computing, Journal Year: 2025, Volume and Issue: unknown, P. 200206 - 200206

Published: Feb. 1, 2025

Language: Английский

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