Suppose you have invented a new lower bounding function for Dynamic Time Warping. Let us call this function LB_Perfect. How would you ensure that LB_Perfect is indeed useful to deploy when performing Nearest Neighbor search under Dynamic Time Warping instead of brute-force search?what properties should be satisfied by LB_Perfect and how would you test whether these properties hold

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