{ "item_title" : "Continuous Nonlinear Optimization for Engineering Applications in Gams Technology", "item_author" : [" Neculai Andrei "], "item_description" : "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.", "item_img_path" : "https://covers4.booksamillion.com/covers/bam/3/31/986/386/331986386X_b.jpg", "price_data" : { "retail_price" : "139.00", "online_price" : "139.00", "our_price" : "139.00", "club_price" : "139.00", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

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