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The Beluga Whale Optimization Algorithm (BWOA), inspired by the feeding behavior of whales, outperforms the Salp Swarm Algorithm (SSA) in Home Energy Management Systems by utilizing advanced optimization techniques that enable faster convergence, dynamic adaptation to environmental conditions, and superior performance in minimizing electricity costs and maintaining grid stability.

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