Dynamic Programming (Leaving Cert Applied Maths): Flashcards

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What is dynamic programming?

A technique for solving complex problems by breaking them into simpler stages

What type of problems does dynamic programming solve?

Multi-stage decision problems

What are the four main types of dynamic programming problems?

Routing, stock control, resource allocation, equipment maintenance

What is the value calculation for routing problems?

Value=ProfitTravel+OVD\text{Value} = \text{Profit} - \text{Travel} + \text{OVD}

What is the cost calculation for stock control problems?

Costs=Storage+Overheads+Hired Labour+OVD\text{Costs} = \text{Storage} + \text{Overheads} + \text{Hired Labour} + \text{OVD}

What is the value calculation for resource allocation problems?

Value=Profit+OVD\text{Value} = \text{Profit} + \text{OVD}

What is the value calculation for equipment maintenance problems?

Value=Cost of new equipment+maintenanceresale value+OVD\text{Value} = \text{Cost of new equipment} + \text{maintenance} - \text{resale value} + \text{OVD}

What are the five columns in a dynamic programming table?

Stage, State, Action, Destination, Value

What does OVD stand for?

Optimal Value to Destination

What does OVD represent?

The optimal value that can be achieved from the destination state onwards

What does 'stage' represent in routing problems?

Number of time periods remaining

What does 'state' represent in routing problems?

Current location

What does 'stage' represent in stock control problems?

Time period (months with known demand)

What does 'stage' represent in resource allocation problems?

Different products or projects

What is the key guarantee of dynamic programming when used correctly?

It finds the optimal solution

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