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

2025-07-30

Abstract excerpt

<title>Abstract</title> <p>This paper introduces a novel optimization algorithm, 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 curiosit...

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Literature Corpus work: 03415e42-a542-54e9-804b-3f5cf941b8d5
DOI: 10.21203/rs.3.rs-7243671/v1

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