September 5, 2025Open Access

Intelligent Pallet Optimization: Enhancing Warehouse Efficiency with Machine Learning Approach

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The machine learning approach enhances pallet stacking efficiency and minimizes wasted space.
Integrating data from sensors with advanced algorithms yields a 15% increase in throughput.
The study employs reinforcement learning and genetic algorithms for dynamic inventory management.
Intelligent algorithms facilitate real-time analytics, potentially revolutionizing warehouse logistics.

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This analysis demonstrates improved warehouse efficiency through machine learning, indicating lower logistics costs and better space utilization.

Equbal et al. (2025) studied this question.

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This analysis demonstrates improved warehouse efficiency through machine learning, indicating lower logistics costs and better space utilization.