An NLP model can have both local and global optimal solutions.

Question

Quizplus · Accepted Answer

An NLP model can have multiple solutions, and it is possible for some of these solutions to be optimal at a local level while others are optimal at a global level. This is because NLP problems often involve complex and interconnected variables, and finding the absolute best solution may require considering a broad range of factors and outcomes. As a result, different optimization methods and algorithms may converge on different solutions, with some solutions being better in certain situations than others.

An NLP Model Can Have Both Local and Global Optimal