Continuous Nonlinear Optimization for Engineering Applications in GAMS Technology
-15%
portes grátis
Continuous Nonlinear Optimization for Engineering Applications in GAMS Technology
Andrei, Neculai
Springer International Publishing AG
05/2018
506
Mole
Inglês
9783319863863
15 a 20 dias
807
Descrição não disponível.
1. Introduction.- 2. Mathematical modeling using algebraically oriented languages for nonlinear optimization.- 3. Introduction to GAMS technology.- 4. Applications of continuous nonlinear optimization.- 5. Optimality conditions for continuous nonlinear optimization.- 6. Simple bound constraint optimization.- 7. Penalty and augmented Langrangian methods.- 8. Penalty-Barrier Algorithm.- 9. Linearly Constrained Augmented Lagrangian.- 10. Quadratic programming.- 11. Sequential quadratic programming.- 12. A SQP Method using only Equalit Constrained Sub-problem.- 12. A Sequential Quadratic Programming Algorithm with Successive Error Restoration.- 14. Active-set Sequential Linear-Quadratic Programming.- 15. A SQP algorithm for Large-Scale Constrained Optimization.- 16. Generalized Reduced Gradient with sequential linearization.- 17. Interior point methods.- 18. Filter methods.- 19. Interior Point Sequential Linear-Quadratic Programming.- 20. Interior Point Filer Line-Search IPOPT.- 21. Numerical studies.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Lagrangian methods;GAMS technology;continuous nonlinear optimization;nonlinear optimization modeling;computational sciences;alkylation process;Mathematical modeling;Penalty-Barrier Algorithm;SPENBAR;MINOS;Linearly Constrained Augmented Lagrangian;Quadratic programming;Sequential quadratic programming;SQP;Sequential Linear Quadratic Programming;Large-Scale Constrained Optimization;Filter methods;Interior Point Filter Line Search
1. Introduction.- 2. Mathematical modeling using algebraically oriented languages for nonlinear optimization.- 3. Introduction to GAMS technology.- 4. Applications of continuous nonlinear optimization.- 5. Optimality conditions for continuous nonlinear optimization.- 6. Simple bound constraint optimization.- 7. Penalty and augmented Langrangian methods.- 8. Penalty-Barrier Algorithm.- 9. Linearly Constrained Augmented Lagrangian.- 10. Quadratic programming.- 11. Sequential quadratic programming.- 12. A SQP Method using only Equalit Constrained Sub-problem.- 12. A Sequential Quadratic Programming Algorithm with Successive Error Restoration.- 14. Active-set Sequential Linear-Quadratic Programming.- 15. A SQP algorithm for Large-Scale Constrained Optimization.- 16. Generalized Reduced Gradient with sequential linearization.- 17. Interior point methods.- 18. Filter methods.- 19. Interior Point Sequential Linear-Quadratic Programming.- 20. Interior Point Filer Line-Search IPOPT.- 21. Numerical studies.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Lagrangian methods;GAMS technology;continuous nonlinear optimization;nonlinear optimization modeling;computational sciences;alkylation process;Mathematical modeling;Penalty-Barrier Algorithm;SPENBAR;MINOS;Linearly Constrained Augmented Lagrangian;Quadratic programming;Sequential quadratic programming;SQP;Sequential Linear Quadratic Programming;Large-Scale Constrained Optimization;Filter methods;Interior Point Filter Line Search
