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The MOEA/D-BDN algorithm, which integrates a bi-dynamic niche strategy with adaptive weight decomposition, significantly outperforms state-of-the-art evolutionary algorithms in convergence, diversity, and distribution quality when solving complex multimodal multi-objective problems. Novelty: ClaimNovelty.METHODOLOGICAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

MOEA/D-BDN: Multimodal multi-objective evolutionary algorithm based on bi-dynamic niche strategy and adaptive weight decomposition

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