专题：Metaheuristic Optimization Algorithms Research

This cluster of papers focuses on swarm intelligence optimization algorithms, including Particle Swarm Optimization, Differential Evolution, Ant Colony Optimization, and Firefly Algorithm. These nature-inspired metaheuristic algorithms are used for global optimization and have applications in various fields.
最新文献
Optimizing Personalized Learning Pathways with the Salp Swarm Algorithm: A Novel Approach

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Trend-Aware Mechanism for Metaheuristic Algorithms

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LIGHT: Enhancing Learning Path Recommendation via Knowledge Topology-Aware Sequence Optimization

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Applying Nature-Inspired Optimization: Ant and Bee Colony Approaches for Enhanced Edge Detection in Image Processing

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Evaluation of the Hybrid Improved Genetic Algorithm-Improved Particle Swarm Optimization on Benchmark Functions for Optimization of FACTS

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Novelty-based multi-objectivization for unbounded search space optimization

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Bioinspired Discrete Two-Stage Surrogate-Assisted Algorithm for Large-Scale Traveling Salesman Problem

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Differential Evolution

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Meta-transformer: leveraging metaheuristic algorithms for agricultural commodity price forecasting

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An improved pelican optimization algorithm for function optimization and constrained engineering design problems

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近5年高被引文献
The Arithmetic Optimization Algorithm

article Full Text OpenAlex 2383 FWCI229.512

Aquila Optimizer: A novel meta-heuristic optimization algorithm

article Full Text OpenAlex 1818 FWCI177.683

Reptile Search Algorithm (RSA): A nature-inspired meta-heuristic optimizer

article Full Text OpenAlex 1154 FWCI109.096

African vultures optimization algorithm: A new nature-inspired metaheuristic algorithm for global optimization problems

article Full Text OpenAlex 1098 FWCI102.215

Particle Swarm Optimization Algorithm and Its Applications: A Systematic Review

review Full Text OpenAlex 1044 FWCI28.571

Honey Badger Algorithm: New metaheuristic algorithm for solving optimization problems

article Full Text OpenAlex 1005 FWCI91.893

Dung beetle optimizer: a new meta-heuristic algorithm for global optimization

article Full Text OpenAlex 934 FWCI116.434

Hunger games search: Visions, conception, implementation, deep analysis, perspectives, and towards performance shifts

article Full Text OpenAlex 911 FWCI93.003

RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method

article Full Text OpenAlex 881 FWCI84.68

Artificial gorilla troops optimizer: A new nature‐inspired metaheuristic algorithm for global optimization problems

article Full Text OpenAlex 843 FWCI78.909