Geyser Inspired Algorithm: A New Geological-inspired Meta-heuristic for Real-parameter and Constrained Engineering Optimization

Journal of Bionic Engineering, Journal Year: 2023, Volume and Issue: 21(1), P. 374 - 408

Published: Sept. 26, 2023

Language: Английский

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Optimization based on the smart behavior of plants with its engineering applications: Ivy algorithm

Knowledge-Based Systems, Journal Year: 2024, Volume and Issue: 295, P. 111850 - 111850

Published: April 22, 2024

Language: Английский

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Representing uncertainty and imprecision in machine learning: A survey on belief functions

Journal of King Saud University - Computer and Information Sciences, Journal Year: 2024, Volume and Issue: 36(1), P. 101904 - 101904

Published: Jan. 1, 2024

Uncertainty and imprecision accompany the world we live in occur almost every event. How to better interpret manage uncertainty play a vital role machine learning (ML). As an effective tool for modeling imperfection, theory of belief functions (TBF) has attracted substantial attention by providing flexible discernment framework effectively representing imprecision. To date, many TBF-based methods have been proposed ML, but they not yet comprehensively summarized. This paper surveys focusing on clustering, classification information fusion. First, provide formal definition reasoning. On this basis, survey existing detail explain how characterize results. What is more, discuss current challenges ML offer insightful perspectives future research regarding only fills critical gap literature also serves as guiding beacon explorations, emphasizing transformative TBF advancing methodologies.

Language: Английский

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Particle swarm optimization algorithm: review and applications

Elsevier eBooks, Journal Year: 2024, Volume and Issue: unknown, P. 1 - 14

Published: Jan. 1, 2024

Language: Английский

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Fractional-order modeling and parameter estimation of lithium-ion battery via multi-strategy and mean factor differential evolution

Measurement, Journal Year: 2025, Volume and Issue: unknown, P. 116721 - 116721

Published: Jan. 1, 2025

Language: Английский

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Multi-directional guidance network for fine-grained visual classification

The Visual Computer, Journal Year: 2024, Volume and Issue: unknown

Published: Jan. 29, 2024

Language: Английский

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CGKOA: An enhanced Kepler optimization algorithm for multi-domain optimization problems

Computer Methods in Applied Mechanics and Engineering, Journal Year: 2024, Volume and Issue: 425, P. 116964 - 116964

Published: April 5, 2024

Language: Английский

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A systematic literature review of soft set theory

Neural Computing and Applications, Journal Year: 2024, Volume and Issue: 36(16), P. 8951 - 8975

Published: Feb. 25, 2024

Abstract Soft set theory, initially introduced through the seminal article “Soft theory—First results” in 1999, has gained considerable attention field of mathematical modeling and decision-making. Despite its growing prominence, a comprehensive survey soft encompassing foundational concepts, developments, applications, is notably absent existing literature. We aim to bridge this gap. This delves into basic elements including notion set, operations on sets, their semantic interpretations. It describes various generalizations modifications such as N -soft fuzzy bipolar highlighting specific characteristics. Furthermore, work outlines fundamentals extensions structures from perspective theory. Particularly, we present results topology other algebraic algebras $$\sigma$$ σ -algebras. examines selection notable applications theory different fields, medicine economics, underscoring versatile nature. The concludes with discussion challenges future directions emphasizing need for further research enhance theoretical foundations broaden practical applications. Overall, serves valuable resource practitioners, researchers, students interested understanding utilizing flexible framework tackling uncertainty decision-making processes.

Language: Английский

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Solving Engineering Optimization Problems Based on Multi-Strategy Particle Swarm Optimization Hybrid Dandelion Optimization Algorithm

Biomimetics, Journal Year: 2024, Volume and Issue: 9(5), P. 298 - 298

Published: May 17, 2024

In recent years, swarm intelligence optimization methods have been increasingly applied in many fields such as mechanical design, microgrid scheduling, drone technology, neural network training, and multi-objective optimization. this paper, a multi-strategy particle hybrid dandelion algorithm (PSODO) is proposed, which based on the problems of slow speed being easily susceptible to falling into local extremum ability algorithm. This makes whole more diverse by introducing strong global search unique individual update rules (i.e., rising, landing). The ascending descending stages also help introduce changes explorations space, thus better balancing search. experimental results show that compared with other algorithms, proposed PSODO greatly improves optimal value ability, convergence speed. effectiveness feasibility are verified solving 22 benchmark functions three engineering design different complexities CEC 2005 comparing it algorithms.

Language: Английский

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Whale optimization algorithm: analysis and full survey

Elsevier eBooks, Journal Year: 2024, Volume and Issue: unknown, P. 105 - 115

Published: Jan. 1, 2024

Language: Английский

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