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Human Personality-Based Particle Swarm Optimization: A Trait-Driven Framework for High-Dimensional Heterogeneous Problems

2025-08-28

Abstract excerpt

<title>Abstract</title> <p>This paper introduces a novel optimization algorithm, \textit{Human Personality-Based Particle Swarm Optimization (HPPSO)}, which integrates psychological modeling into the particle swarm optimization framework. Unlike conventional approaches that treat particles as indistinct units, HPPSO models each particle as an agent endowed with individualized human-like personality traits—such as...

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Literature Corpus work: 839bb20b-8b79-5bb8-aab2-0d2857fa1a38
DOI: 10.21203/rs.3.rs-7243671/v2

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