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
Tianji’s horse racing optimization (THRO): a new metaheuristic inspired by ancient wisdom and its engineering optimization applications

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Integration of Regression-Based Guidance Ant for Enhanced Exploration and Convergence in Ant Colony Optimization (ACO)

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A novel multi-objective optimization method based on adaptive RBFNN-MIGA with multi-point sequences

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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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Synergistic integration of metaheuristics and machine learning: latest advances and emerging trends

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Advances in Feature Selection Using Memetic Algorithms: A Comprehensive Review

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

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Generative Dataset Distillation Based on Diffusion Model

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近5年高被引文献
The Arithmetic Optimization Algorithm

article Full Text OpenAlex 2319 FWCI229.557

Aquila Optimizer: A novel meta-heuristic optimization algorithm

article Full Text OpenAlex 1785 FWCI177.496

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

article Full Text OpenAlex 1126 FWCI109.117

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

article Full Text OpenAlex 1045 FWCI102.076

Honey Badger Algorithm: New metaheuristic algorithm for solving optimization problems

article Full Text OpenAlex 967 FWCI91.8

Particle Swarm Optimization Algorithm and Its Applications: A Systematic Review

review Full Text OpenAlex 959 FWCI28.037

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

article Full Text OpenAlex 899 FWCI93.021

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

article Full Text OpenAlex 884 FWCI114.531

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

article Full Text OpenAlex 862 FWCI84.696

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

article Full Text OpenAlex 801 FWCI78.802