Realizations of the NR Principle

Roman A. Polyak
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Roman A. Polyak: School of Mathematical Sciences

Chapter Chapter 8 in Introduction to Continuous Optimization, 2021, pp 345-414 from Springer

Abstract: Abstract We concentrate on three important realizations of NR principle: modified log-barrier function (MBF), exterior distance function (EDF), and log-sigmoid (LS) Lagrangian. The correspondent NR methods can be viewed as alternatives to both SUMT and IPMs (see Chapters 5 and 6 ).

Date: 2021
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DOI: 10.1007/978-3-030-68713-7_8

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