Optimization Methods in Finance
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Part I. Introduction: 1. Overview of optimization models; 2. Linear programming: theory and algorithms; 3. Linear programming models: asset-liability management; 4. Linear programming models: arbitrage and asset pricing; Part II. Single-Period Models: 5. Quadratic programming: theory and algorithms; 6. Quadratic programming models: mean-variance optimization; 7. Sensitivity of mean-variance models to input estimation; 8. Mixed integer programming: theory and algorithms; 9. Mixed integer programming models: portfolios with combinatorial constraints; 10. Stochastic programming: theory and algorithms; 11. Stochastic programming models: risk measures; Part III. Multi-Period Models: 12. Multi-period models: simple examples; 13. Dynamic programming: theory and algorithms; 14. Dynamic programming models: multi-period portfolio optimization; 15. Dynamic programming models: the binomial pricing model; 16. Multi-stage stochastic programming; 17. Stochastic programming models: asset-liability management; Part IV. Other Optimization Techniques: 18. Conic programming: theory and algorithms; 19. Robust optimization; 20. Nonlinear programming: theory and algorithms; Appendix; References; Index.
Autor: | Cornuéjols, Gérard |
Nakladatel: | Cambridge University Press |
Rok vydání: | 2018 |
Jazyk : | Angličtina |
Vazba: | Hardback |
Počet stran: | 348 |
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