Hui Na Chua

Papers

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About

Hui Na Chua is a rising researcher at the forefront of computational intelligence, with a primary focus on swarm intelligence algorithms and their application to path planning and optimization. Her most impactful work, the 2025 survey "A Survey on Swarm Intelligence Algorithms for Optimizing Path Planning," has already garnered 6 citations, establishing her as a key synthesizer of recent advances in this rapidly evolving field. Chua’s major contribution lies in her comprehensive review of swarm intelligence from 2019 to 2024, documenting how algorithms inspired by social animal behavior have been enhanced through machine learning integration. This work provides researchers and practitioners with a critical roadmap for deploying these nature-inspired methods in complex navigation and routing problems. Her survey is particularly notable for bridging the gap between classical swarm techniques and modern AI-driven approaches, making it an essential reference for anyone working on autonomous systems, robotics, or logistics optimization. As an emerging scholar, Chua’s ability to distill and contextualize cutting-edge developments signals her potential to shape future directions in intelligent path planning and swarm-based optimization.