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Section 4.4 Optimization and Modeling
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Steps in Solving Optimization Problems
Understand the problem: The first step is to read the problem carefully until it is clearly understood. Ask yourself: What is unknown? What are the given quantities? What are the given conditions?
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Steps in Solving Optimization Problems
Understand the problem Draw a diagram. In most problems it is useful to draw a diagram and identify the given and required quantities on the diagram. (It might also help to try special cases)
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Steps in Solving Optimization Problems
Understand the problem Draw a diagram. Introduce Notation. Assign a symbol to the quantity that is to be maximized or minimized (let’s call it Q for now). Also select symbols (a, b, c,…, x, y) for other unknown quantities and label the diagram with these symbols.
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Steps in Solving Optimization Problems
Understand the problem Draw a diagram. Introduce Notation. Write a formula. Express Q in terms of some of the other symbols.
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Steps in Solving Optimization Problems
Understand the problem Draw a diagram. Introduce Notation. Write a formula. Write Q as a function of one variable. Use the given information to find relationships (in the form of equations) among the variables. Use these equations to eliminate all but one of the variables.
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Steps in Solving Optimization Problems
Understand the problem Draw a diagram. Introduce Notation. Write a formula. Write Q as a function of one variable. Find the domain of this function
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Steps in Solving Optimization Problems
Understand the problem Draw a diagram. Introduce Notation. Write a formula. Write Q as a function of one variable. Find the domain of this function Find the global maximum or global minimum value of this function.
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Example A resort wants to build a 8000 square foot rectangular pool. It is to have 40 feet of deck area along the short sides and 8 feet of deck area around the long sides. What size of plot will they need to satisfy these conditions without wasting space.
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Example You have to enclose 3200 square feet of land (in a rectangle) using a fence on 3 sides that will cost $2 per foot, and a special wall on the fourth side that will cost $6 per foot. What are the dimensions of your enclosure that will minimize your cost?
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Example A box with a square base and an open top needs to be constructed that will have a volume of 3200m3. What should be the dimensions of the box so that the surface area will be minimized? Hint: draw a picture of the situation
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Example A rectangle is to be inscribed within a right triangle with a base of 3 and a height of 4. What is the largest rectangle that can be created?
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Example A cylinder is to be created within a sphere of radius r. What should are the dimensions of the cylinder which maximize its volume?
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Example A company that makes televisions has a revenue function, R(x) that gives the revenue in thousands of dollars for a given input x where x is measured in 100s of televisions. C(x) gives the cost associated in producing televisions in hundreds of dollars (x is still measured in units of 100 televisions) Interpret R’(50) = 2 and C’(50) = 10 Should they increase or decrease their production from x = 50?
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Example Find the quantity q which maximizes profit if the total revenue, R(q), and total cost, C(q) are given in dollars by Does the value of q give you a local max or a local min? How can you tell?
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Example A hotel if they charge $300 per night for a hotel room, they can rent out a total of 20 rooms. They find that for each $25 decrease in price, they can rent an additional room. How many rooms should they rent out to maximize their revenue? What is their maximum revenue?
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