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The video tutorial teaches how to use a chart to find an approximate tour using the cheapest link algorithm. This algorithm involves continuously selecting the edge with the least weight while following two conditions: avoiding having three edges coming into the same vertex and not completing a circuit before visiting all vertices. The goal is to create a Hamilton circuit where each vertex is visited only once.
