Exam 17: Dynamic Programming

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What are the four steps in dynamic programming?

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What is meant by a decision variable in a shortest-route problem?

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GATRA, the Greater Attleboro-Taunton Regional Transit Authority, serves six cities (City 1-City 6). While there are many restrictions (primarily roads on which they may not travel), they do have some choice of routes. The distances between cities, along permitted routes, are presented below. GATRA, the Greater Attleboro-Taunton Regional Transit Authority, serves six cities (City 1-City 6). While there are many restrictions (primarily roads on which they may not travel), they do have some choice of routes. The distances between cities, along permitted routes, are presented below.   -What is the minimum distance that must be traveled to get from City 1 to City 6? -What is the minimum distance that must be traveled to get from City 1 to City 6?

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Your local paper carrier could make use of the shortest-route technique.

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GATRA, the Greater Attleboro-Taunton Regional Transit Authority, serves six cities (City 1-City 6). While there are many restrictions (primarily roads on which they may not travel), they do have some choice of routes. The distances between cities, along permitted routes, are presented below. GATRA, the Greater Attleboro-Taunton Regional Transit Authority, serves six cities (City 1-City 6). While there are many restrictions (primarily roads on which they may not travel), they do have some choice of routes. The distances between cities, along permitted routes, are presented below.   -What is the minimum distance that must be traveled to get from City 1 to City 6? -What is the minimum distance that must be traveled to get from City 1 to City 6?

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The arrow labeled S2 in Figure M2.1 represents the output from stage 1.

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What is the decision criterion for a knapsack problem?

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Alex returns from a weekend hiking with his son and discovers a note from his unstable wife on the kitchen counter.Alex decides to take the shortest possible route to the meanest lawyer in Bearington to put an end to this marriage.What is the minimum distance required to take Alex to his new lawyer whose office is at node 7? Alex returns from a weekend hiking with his son and discovers a note from his unstable wife on the kitchen counter.Alex decides to take the shortest possible route to the meanest lawyer in Bearington to put an end to this marriage.What is the minimum distance required to take Alex to his new lawyer whose office is at node 7?

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The formula sn = tn(sn-1,dn,rn)allows us to go from one stage to the next in Figure M2.1.

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  -The above information describes a shortest-route problem with the distance in miles.How many stages will this dynamic programming problem have? -The above information describes a shortest-route problem with the distance in miles.How many stages will this dynamic programming problem have?

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In dynamic programming, the decision rules defining an optimal policy give optimal decisions for any entering condition at any stage.

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The following information describes a shortest-route problem with the distance in miles.Which nodes are involved in the shortest route? The following information describes a shortest-route problem with the distance in miles.Which nodes are involved in the shortest route?

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There are seven cities (City 1-City 7) served by Acme Trucking. Route availability is limited. The distances, in hundreds of miles, are given in the table below for each route. There are seven cities (City 1-City 7) served by Acme Trucking. Route availability is limited. The distances, in hundreds of miles, are given in the table below for each route.   -If the truck were required to take the route from City 4 to City 5, what would be the shortest distance from City 1 to City 7? -If the truck were required to take the route from City 4 to City 5, what would be the shortest distance from City 1 to City 7?

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  -Using the data in Table M2-5, determine the optimal distance of stage 3. -Using the data in Table M2-5, determine the optimal distance of stage 3.

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GATRA, the Greater Attleboro-Taunton Regional Transit Authority, serves six cities (City 1-City 6). While there are many restrictions (primarily roads on which they may not travel), they do have some choice of routes. The distances between cities, along permitted routes, are presented below. GATRA, the Greater Attleboro-Taunton Regional Transit Authority, serves six cities (City 1-City 6). While there are many restrictions (primarily roads on which they may not travel), they do have some choice of routes. The distances between cities, along permitted routes, are presented below.   -What is the shortest route? -What is the shortest route?

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The second step in solving a dynamic programming problem is to solve the last stage of the problem for all conditions or states.

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  Figure M2.1 -In Figure M2.1, arrow d<sub>2</sub> represents a Figure M2.1 -In Figure M2.1, arrow d2 represents a

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There are seven cities (City 1-City 7) served by Acme Trucking. Route availability is limited. The distances, in hundreds of miles, are given in the table below for each route. There are seven cities (City 1-City 7) served by Acme Trucking. Route availability is limited. The distances, in hundreds of miles, are given in the table below for each route.   -If the truck were required to take the route from City 4 to City 5, what would be the overall route? -If the truck were required to take the route from City 4 to City 5, what would be the overall route?

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There are seven cities (City 1-City 7) served by Acme Trucking. Route availability is limited. The distances, in hundreds of miles, are given in the table below for each route. There are seven cities (City 1-City 7) served by Acme Trucking. Route availability is limited. The distances, in hundreds of miles, are given in the table below for each route.   -What route should the truck from City 1 to City 7 take? -What route should the truck from City 1 to City 7 take?

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  -Using the data in Table M2-5, determine the optimal arc of stage 2. -Using the data in Table M2-5, determine the optimal arc of stage 2.

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