Solve the Global Minima Problem in Two Variable Functions

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Determining if a two-variable function has a global minimum involves identifying local minima and assessing the function's convexity. A local minimum can be a global minimum if the function is strictly convex, but there are exceptions, such as functions with flat regions. The discussion emphasizes the importance of calculating partial derivatives and using the Hessian matrix to analyze the function. Identifying all local minima is crucial to determine which have the lowest values. Understanding these concepts is essential for solving the global minima problem effectively.
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Homework Statement
Let ##f(x,y)=\arctan(4\sin^2(y)+3\ln(x^2+1))## show that it has ##\infty## global minima
Relevant Equations
No relevant equations
I'm always struggling understand how to determine if a two variable function has global minima, I know that if I find a local minima and the function is convex than the local minima is also a global minima, in this case is really difficult to determine if the function is convex.

Sorry if I don't post any attempt but I got no clue how to do this.
 
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I'm afraid you will have to calculate the partial derivatives and consider where they vanish. Also look up the Hesse matrix.
 
Archimedess said:
no clue how to do this.
Not good enough per the PF guidelines !
Least you could do is find and discuss a few minima, remark that ##\sin^2## is periodical, etc ...
 
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No, it is not convex. A convex function has a UNIQUE global minimum.

Edit: OK, I'm going to back off on that statement. That's true for a strictly convex function. But you could imagine a convex function whose set of global minima was a finite flat region. For instance, a function with ##f(x,y) = 0## on the circle of radius 1, and positive elsewhere. That would qualify as a convex function with infinitely many global minima.

But that's not the reason for infinitely many minima here. @BvU has already identified the reason in comment #3.

To find the global minima, you're going to have to identify all the local minima. Then analyze them and find which subset of those have minimal values of ##f(x, y)##.
 
Question: A clock's minute hand has length 4 and its hour hand has length 3. What is the distance between the tips at the moment when it is increasing most rapidly?(Putnam Exam Question) Answer: Making assumption that both the hands moves at constant angular velocities, the answer is ## \sqrt{7} .## But don't you think this assumption is somewhat doubtful and wrong?

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