A Halton Enhanced Solution-based Human Evolutionary Algorithm for Complex Optimization and Advanced Feature Selection Problems

Knowledge-Based Systems, Год журнала: 2025, Номер unknown, С. 113062 - 113062

Опубликована: Янв. 1, 2025

Язык: Английский

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An improved Genghis Khan optimizer based on enhanced solution quality strategy for global optimization and feature selection problems

Knowledge-Based Systems, Год журнала: 2024, Номер 302, С. 112347 - 112347

Опубликована: Авг. 5, 2024

Язык: Английский

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Optimizing cancer diagnosis: A hybrid approach of genetic operators and Sinh Cosh Optimizer for tumor identification and feature gene selection

Computers in Biology and Medicine, Год журнала: 2024, Номер 180, С. 108984 - 108984

Опубликована: Авг. 10, 2024

Язык: Английский

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Augmenting Cardiovascular Disease Prediction Through CWCF Integration Leveraging Harris Hawks Search in Deep Belief Networks

Cognitive Computation, Год журнала: 2025, Номер 17(1)

Опубликована: Янв. 25, 2025

Язык: Английский

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Facilitating Multi-UAVs application for rescue in complex 3D sea wind offshore environment: A scalable Multi-UAVs collaborative path planning method based on improved coatis optimization algorithm

Ocean Engineering, Год журнала: 2025, Номер 324, С. 120701 - 120701

Опубликована: Фев. 21, 2025

Язык: Английский

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Quadruple Strategy-Driven Hiking Optimization Algorithm for Low and High-Dimensional Feature Selection and Real-World Skin Cancer Classification

Knowledge-Based Systems, Год журнала: 2025, Номер unknown, С. 113286 - 113286

Опубликована: Март 1, 2025

Язык: Английский

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Harnessing dynamic turbulent dynamics in parrot optimization algorithm for complex high-dimensional engineering problems

Computer Methods in Applied Mechanics and Engineering, Год журнала: 2025, Номер 440, С. 117908 - 117908

Опубликована: Март 19, 2025

Язык: Английский

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Cross-Subject Emotion Recognition from Multichannel EEG Signals using Multivariate Decomposition and Ensemble Learning

IEEE Transactions on Cognitive and Developmental Systems, Год журнала: 2024, Номер 17(1), С. 77 - 88

Опубликована: Июль 8, 2024

Язык: Английский

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An improved Coati Optimization Algorithm with multiple strategies for engineering design optimization problems

Scientific Reports, Год журнала: 2024, Номер 14(1)

Опубликована: Сен. 3, 2024

Abstract Aiming at the problems of insufficient ability artificial COA in late optimization search period, loss population diversity, easy to fall into local extreme value, resulting slow convergence and lack exploration ability; In this paper, an improved algorithm based on chaotic sequence, nonlinear inertia weight, adaptive T-distribution variation strategy alert updating is proposed enhance performance (shorted as TNTWCOA). The introduces sequence mechanism initialize position. position distribution initial solution more uniform, high quality generated, richness increased, problem poor uneven Coati Optimization Algorithm solved. phase, inertial weight factor introduced coordinate global algorithm. exploitation increase diversity individual under low fitness value improve jump out optimal value. At same time, update algorithm, so that it can within optional range. When aware danger, edge will quickly move safe area obtain a better position, while middle randomly get closer other Coatis. IEEE CEC2017 with 29 classic test functions were used evaluate speed, accuracy indicators TNTWCOA Meanwhile, was verify 4 engineering design problems, such pressure vessel welding beam design. results are compared Improved (ICOA), (COA), Golden Jackal (GJO), Osprey (OOA), Sand Cat Swarm (SCSO), Subtraction-Average-Based Optimizer (SABO). experimental show significantly improves speed accuracy, has good robustness. Three‑bar truss problem, Gear Train Design Problem, Speed reducer shows strong advantage. superior practicability verified.

Язык: Английский

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Efficient bladder cancer diagnosis using an improved RIME algorithm with Orthogonal Learning

Computers in Biology and Medicine, Год журнала: 2024, Номер 182, С. 109175 - 109175

Опубликована: Сен. 24, 2024

Язык: Английский

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