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What advancements have been made in the field of constraint satisfaction algorithms, particularly within artificial intelligence research, to tackle combinatorial optimization problems with large-scale constraints

What advancements have been made in the field of constraint satisfaction algorithms, particularly within artificial intelligence research, to tackle combinatorial optimization problems with large-scale constraints efficiently?  

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