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Combinatorial Optimization Problems

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Traveling Salesman Problem

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Find the shortest possible route that visits each city exactly once and returns to the origin city.

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Graph Coloring

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Assign colors to the vertices of a graph so that no two adjacent vertices are of the same color. The goal is to minimize the number of colors used.

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Vehicle Routing Problem

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Generalization of the Traveling Salesman Problem. The objective is to find the optimal set of routes for a fleet of vehicles delivering to a given set of customers such that the total route cost is minimized.

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Set Cover Problem

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Given a set of elements and a collection of sets containing these elements, identify the smallest collection of sets such that every element in the universe of sets is contained in at least one set of the collection.

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Integer Programming

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Optimization where some or all of the variables are required to be integers. The goal is to find the values of the integer variables that maximize or minimize the objective function while satisfying the constraints.

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Minimum Spanning Tree

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Find a subset of the edges of a connected, edge-weighted undirected graph that connects all the vertices together, without any cycles and with the minimum possible total edge weight.

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Facility Location Problem

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Identify the best locations for facilities to minimize transportation costs while considering constraints like distance, capacity, and customer demand.

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Knapsack Problem

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Given a set of items, each with a weight and a value, determine the number of each item to include in a collection so that the total weight is less than or equal to a given limit and the total value is as large as possible.

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Assignment Problem

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A variant of the Maximum Weighted Bipartite Matching problem. Aim is to assign jobs to workers in such a way as to maximize the total profit or minimize the total cost, given that each job can be assigned to exactly one worker and vice versa.

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Maximum Flow Problem

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Find the maximum flow from a source to a sink in a network such that the flow into each node is equal to the flow out of the node, except for the source which has only outgoing flow, and the sink which has only incoming flow.

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