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A convergence analysis of the Nelder-Mead simplex method

Aurél Galántai

2021Acta Polytechnica Hungarica22 citationsDOIOpen Access PDF

Abstract

We give a sufficient condition for a certain type of convergence behavior of the Nelder-Mead simplex method and apply this result to several examples. We also give two related examples for the case of repeated shrinking which indicates a kind of local character of the method.

Topics & Concepts

Convergence (economics)SimplexComputer scienceSimplex algorithmMathematical optimizationMathematicsLinear programmingEconomicsGeometryEconomic growthMatrix Theory and AlgorithmsAdvanced Optimization Algorithms ResearchPiezoelectric Actuators and Control