Xudong Gao
4 papers in the PaperMetrix corpus
Papers by this author
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A random elite ensemble learning swarm optimizer for high-dimensional optimization
2023 · Complex & Intelligent Systems
Abstract High-dimensional optimization problems are increasingly pervasive in real-world applications nowadays and become harder and harder to optimize due to increasingly interacting variables. To tackle such problems effectively, this paper designs a random elite ensemble …
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Adaptive Crossover Selection for Differential Evolution to Solve Global Optimization Problems
2024
In response to the escalating demand for optimal solutions to intricate optimization problems in real world applications, differential evolution (DE) algorithms have shown very promising performance. However, most of existing DE studies leverage only one …
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Population-Level Hybridization between Roulette Wheel Selection and Tournament Selection for Particle Swarm Optimization
2024
This paper introduces a population-level hybrid selection framework that combines the roulette wheel selection (RWS) and the tournament selection (TS) to pick promising exemplars to update particles, so as to ameliorate the capability of particle …
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Individual-Level Dominant Exemplar Selection for Particle Swarm Optimization
2024
Leading exemplars play significant roles in updating particles to seek optimal solutions for Particle Swarm Optimization (PSO). Along this road, this paper devises an Individual-level Dominant Exemplar Selection (IDES) framework for PSO, giving rise to …