BeginnerTopic 31 of 104Engineering Mathematics
Maxima and minima
Set the derivative to zero and check the second derivative to find optimum designs.
In depth
Critical points occur where f'=0 or is undefined. If f''>0 the point is a minimum, if f''<0 a maximum. Check endpoints on closed intervals. Optimisation finds the best design, e.g. minimum material for a volume.
Key points
- Global vs local extrema
- Constraints reduce variables
- Second derivative test
ExampleA can of volume 330 mL uses least metal when height equals diameter.
Optimisation finds the best design, such as the lightest beam or the highest efficiency, and it depends on identifying where the derivative is zero.
What is Maxima and minima?
Set the derivative to zero and check the second derivative to find optimum designs.
Why is it important to understand maxima and minima?
Optimisation finds the best design, such as the lightest beam or the highest efficiency, and it depends on identifying where the derivative is zero.
How do I know whether a critical point is a maximum or minimum?
Check the sign of the second derivative. Negative means a maximum and positive means a minimum. If it is zero, use higher derivatives or check the values directly.
Do maxima always occur where the derivative is zero?
Not always. Endpoints and points where the function is not differentiable can also be extrema, so check them too.
How is Maxima and minima used in practice?
Typical applications include choosing the diameter of a pipe that minimises cost, finding the angle that gives maximum range for a projectile and locating the operating point of maximum power transfer.
What should I learn before Maxima and minima?
Study "Applications of derivatives" first (topic 30 of 104 in Engineering Mathematics). It covers the groundwork this topic builds on.
What are the key points of Maxima and minima?
Global vs local extrema. Constraints reduce variables. Second derivative test.
Can you give an example of Maxima and minima?
A can of volume 330 mL uses least metal when height equals diameter.
What comes after Maxima and minima?
The next topic is "Integrals", which builds directly on this one.
How difficult is Maxima and minima?
It is classed as Beginner in Engineering Mathematics (topic 31 of 104). It is an entry-level topic. It relies only on basic school mathematics and the ideas introduced earlier in this discipline.