A new hybrid conjugate gradient algorithm based on the Newton direction to solve unconstrained optimization problems
Naima Hamel, Noureddine Benrabia, Mourad Ghiat, Hamza Guebbaï
Topics & Concepts
Conjugate gradient methodLine searchHessian matrixMathematicsNonlinear conjugate gradient methodDescent directionGradient descentNewton's method in optimizationConvergence (economics)AlgorithmGradient methodDescent (aeronautics)Directional derivativeTheory of computationMathematical optimizationFrank–Wolfe algorithmConjugate residual methodQuasi-Newton methodNewton's methodConvex optimizationRegular polygonApplied mathematicsLocal convergenceIterative methodComputer scienceConvex setMathematical analysisNonlinear systemGeometryArtificial intelligenceArtificial neural networkQuantum mechanicsPhysicsEconomicsComputer securityRADIUSEngineeringAerospace engineeringEconomic growthAdvanced Optimization Algorithms ResearchOptimization and Variational AnalysisIterative Methods for Nonlinear Equations