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#particle-swarm-optimization News & Analysis

2 articles tagged with #particle-swarm-optimization. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv – CS AI · Jun 45/10
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Multi-Column RBF Neural Network Using Adaptive and Non-Adaptive Particle Swarm Optimization

Researchers propose MC-PSO and MC-APSO, novel parallel neural network architectures that combine multi-column radial basis function networks with particle swarm optimization algorithms. These methods outperform existing approaches in accuracy, recall, and computational efficiency on benchmark datasets by distributing training across spatial subsets.

AINeutralarXiv – CS AI · May 126/10
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AgentPSO: Evolving Agent Reasoning Skill via Multi-agent Particle Swarm Optimization

Researchers introduce AgentPSO, a framework that evolves multi-agent reasoning skills in large language models using particle swarm optimization principles. Rather than relying on static agents or inference-time debate, the system enables agents to iteratively improve their reasoning capabilities through self-reflection and collective learning, demonstrating improved performance and cross-benchmark transferability without modifying underlying model parameters.