Nonlinear Conjugate Gradient Methods for Unconstrained Optimization

Nonlinear Conjugate Gradient Methods for Unconstrained Optimization

Andrei, Neculai

Springer Nature Switzerland AG

06/2021

498

Mole

Inglês

9783030429522

15 a 20 dias

801

Descrição não disponível.
1. Introduction.- 2. Linear Conjugate Gradient Algorithm.- 3. General Convergence Results for Nonlinear Conjugate Gradient Methods.- 4. Standard Conjugate Gradient Methods.- 5. Acceleration of Conjugate Gradient Algorithms.- 6. Hybrid and Parameterized Conjugate Gradient Methods.- 7. Conjugate Gradient Methods as Modifications of the Standard Schemes.- 8. Conjugate Gradient Methods Memoryless BFGS Preconditioned.- 9. Three-Term Conjugate Gradient Methods.- 10. Other Conjugate Gradient Methods.- 11. Discussion and Conclusions.- References.- Author Index.- Subject Index.
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conjugate gradient method;conjugate gradient algorithm;quasi-Newton method;steepest descent method;BFGS method;Dai and Lao