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In calculus, we can find the maximum and minimum value of any function without even looking at the graph of the function. Maxima will be the highest point on the curve within the given range and minima would be the lowest point on the curve. The combination of maxima and minima is extrema.
In mathematical analysis, the maximum and minimum of a function are, respectively, the greatest and least value taken by the function. Known generically as extremum, they may be defined either within a given range (the local or relative extrema) or on the entire domain (the global or absolute extrema) of a function.
maximum, In mathematics, a point at which a functions value is greatest. If the value is greater than or equal to all other function values, it is an absolute maximum.
8.1 Defined. A real-valued function f defined on a domain X has a global (or absolute) maximum point at x if f(x) f(x) for all x in X. Similarly, the function has a global (or absolute) minimum point at x if f(x) f(x) for all x in X.
To find local maximum or minimum, first, the first derivative of the function needs to be found. Values of x which makes the first derivative equal to 0 are critical points. If the second derivative at x=c is positive, then f(c) is a minimum. When the second derivative is negative at x=c, then f(c) is maximum.
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What is Jacobian? The term Jacobian often represents both the jacobian matrix and determinants, which is defined for the finite number of function with the same number of variables. Here, each row consists of the first partial derivative of the same function, with respect to the variables.

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