Given a loss function, any loss function, what is a concern when using any optimization algorithm for finding the minimum of that loss function? Group of answer choices Unknowingly finding a local minimum instead of a global minimum Unknowingly finding a global maximum instead of a local maximum Unknowingly finding a global minimum instead of a local minimum Unknowingly finding a local maximum instead of a global maximum

Operations Research : Applications and Algorithms
4th Edition
ISBN:9780534380588
Author:Wayne L. Winston
Publisher:Wayne L. Winston
Chapter11: Nonlinear Programming
Section: Chapter Questions
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Given a loss function, any loss function, what is a concern when using any optimization algorithm for finding the minimum of that loss function?
Group of answer choices
Unknowingly finding a local minimum instead of a global minimum
Unknowingly finding a global maximum instead of a local maximum
Unknowingly finding a global minimum instead of a local minimum
Unknowingly finding a local maximum instead of a global maximum
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