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Problem 4: Finding a cheap flight. Let G = (V, E) be a directed graph, where V is a set of cities, and E represents
Problem 4: Finding a cheap flight. Let G = (V, E) be a directed graph, where V is a set of cities, and E represents all possible flights between the cities in V. For every edge {u, V} E E, you are given the duration of a direct flight from u to v, denoted by d(u, v), which is an integer. For example, if you are at city u at time t, and you take a direct flight to v, departing at time t' > t, then you arrive at v at time t' + d(u, v). For every {u, v} E E, you are given a timetable of all available direct flights from u to v, for some interval {0, ...,T}, where T > 0 is an integer. That is, for any {u, v} E E, you are given a list of pairs of integers ((tu,v,l, Cu,v,1), ..., (tu,v,k, Cu,v,k)), where the pair (tu,v,i, Cu,v,i) denotes the fact that there is a direct flight from u to v that departs at time tu,v,i, and costs Cu,v,i dollars. Design an algorithm that given a pair of cities u, V EV, computes the cheapest possible route that starts at u at time 0, and ends at v at time at most T. Prove that your algorithm is correct, and that its running time is polynomial in V and T. Hint: Express the above problem as shortest-path computations in some graph. Problem 4: Finding a cheap flight. Let G = (V, E) be a directed graph, where V is a set of cities, and E represents all possible flights between the cities in V. For every edge {u, V} E E, you are given the duration of a direct flight from u to v, denoted by d(u, v), which is an integer. For example, if you are at city u at time t, and you take a direct flight to v, departing at time t' > t, then you arrive at v at time t' + d(u, v). For every {u, v} E E, you are given a timetable of all available direct flights from u to v, for some interval {0, ...,T}, where T > 0 is an integer. That is, for any {u, v} E E, you are given a list of pairs of integers ((tu,v,l, Cu,v,1), ..., (tu,v,k, Cu,v,k)), where the pair (tu,v,i, Cu,v,i) denotes the fact that there is a direct flight from u to v that departs at time tu,v,i, and costs Cu,v,i dollars. Design an algorithm that given a pair of cities u, V EV, computes the cheapest possible route that starts at u at time 0, and ends at v at time at most T. Prove that your algorithm is correct, and that its running time is polynomial in V and T. Hint: Express the above problem as shortest-path computations in some graph
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