Solution of Ordinary differential Equations, Optimization Models in Operations Research Linear and Non-linear models, Simplex Search for Linear Programming, Duality and Sensitivity in Linear Programming, Multi-objective Optimization and Goal Programming, Unconstrained Nonlinear Programming, Selected Methods for Constrained Nonlinear Programming: Lagrange Multiplier Methods and Penalty and Barrier Methods. New optimization techniques
Bachelor of Computer Science - 132 CRs
Onwubolu G., Babu B., New Optimization Techniques in Engineering, Springer
| content serial | Description |
|---|
| 1 | Introduction |
| 2 | Solution of Ordinary differential equations |
| 3 | Optimization Models in Operations Research |
| 4 | Linear and Non-linear models |
| 5 | Simplex Search for Linear Programming |
| 6 | Duality and Sensitivity in Linear Programming |
| 7 | Multi-objective Optimization and Goal Programming |
| 8 | Unconstrained Nonlinear Programming |
| 9 | Selected Methods for Constrained Nonlinear Programming and Penalty |
| 10 | Lagrange Multiplier Methods |
| 11 | Barrier Methods |
| 12 | Tabular vs. recursive-descent parsers |
| 12 | Tabular vs. recursive-descent parsers |
| 13 | Error handling and Run-time Environment |
| 14 | Code generation |
| 15 | Code Optimization |
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