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Isonormal surfaces: A new tool for the multidimensional dynamical analysis of iterative methods for solving nonlinear systems

Raudys R. Capdevila, Alicia Cordero, Juan R. Torregrosa

2021Mathematical Methods in the Applied Sciences11 citationsDOIOpen Access PDF

Abstract

The dynamical behavior of the rational vectorial operator associated with a multidimensional iterative method on polynomial systems gives us interesting information about the stability of the iterative scheme. The stability of fixed points, dynamic planes, bifurcation diagrams, etc. are known tools that provide us this information. In this manuscript, we introduce a new tool, which we call isonormal surface, to complement the information about the stability of the iterative method provided by the dynamical elements mentioned above. These dynamical instruments are used for analyzing the stability of a parametric family of multidimensional iterative schemes in terms of the value of the parameter. Some numerical tests confirm the obtained dynamical results.

Topics & Concepts

MathematicsDynamical systems theoryStability (learning theory)Complement (music)Iterative methodParametric statisticsApplied mathematicsBifurcationNonlinear systemDynamical system (definition)PolynomialFixed pointMathematical optimizationMathematical analysisComputer scienceComplementationMachine learningStatisticsQuantum mechanicsBiochemistryPhysicsChemistryPhenotypeGeneIterative Methods for Nonlinear EquationsAdvanced Optimization Algorithms ResearchMatrix Theory and Algorithms