Optimisation
Objective. Form and solve constrained optimisation models.
- 1. Learn
- 2. Worked example
- 3. Practice
- 4. Feedback
- 5. Continue
Learn: the key idea
Optimisation uses calculus to find the maximum or minimum value of a quantity subject to a constraint, by writing the quantity as a function of one variable, differentiating, and setting the derivative to zero. First express the objective in terms of a single variable using the given constraint to eliminate others, then solve f'(x) = 0 and justify using the second derivative or context whether it gives a maximum or minimum. For example, to maximise the area of a rectangle with perimeter 20, write A = x(10 − x) = 10x − x², giving dA/dx = 10 − 2x = 0, so x = 5 and A = 25. Always check the answer makes sense within the practical constraints of the problem.
Worked example
A farmer has 40 m of fencing to enclose a rectangular field against an existing wall, so fencing is only needed on three sides. Use optimisation to find the maximum enclosed area.
- 1Let the two equal sides be x, so the side parallel to the wall is 40 − 2x; area A = x(40 − 2x) = 40x − 2x².
- 2Differentiate: dA/dx = 40 − 4x, set to 0 giving x = 10.
- 3Check it's a maximum: d²A/dx² = −4 < 0, confirming a maximum.
- 4Compute area: A = 10×(40 − 20) = 10×20 = 200 m².
Answer: 200 m²
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Practice
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Start practisingCommon mistake. Students often optimise a function of two variables directly without first using the constraint to reduce it to one variable, making differentiation impossible. Always substitute the constraint in before differentiating.
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