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A residual graph represents the leftover capacities in a flow network after determining the current flow of each edge, allowing for the construction and augmentation of alternative paths to maximize network flow. It plays a crucial role in algorithms like the Ford-Fulkerson method, facilitating adjustments to routes and capacities until optimal flow is achieved.
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