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This chapter is a first introduction to penalty and barrier methods, as a direct way to transform generally constrained optimization problems to unconstrained ones.This is done through the appropriate choice of penalty and barrier functions, with the various problems facing such methods highlighted in intuitive and illustrative ways via discussion and graphical examples.The chapter also prepares the reader for the much more advanced material that follows in the next chapter.
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