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단행본World Scientific Series in Finance vol.4

Stochastic programming: applications in finance, energy, planning and logistics

발행사항
New Jersey : World Scientific, 2012
형태사항
xxix, 518 p. : graph ; 24 cm
서지주기
Includes index
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책 소개
This book shows the breadth and depth of stochastic programming applications. All the papers presented here involve optimization over the scenarios that represent possible future outcomes of the uncertainty problems. The applications, which were presented at the 12th International Conference on Stochastic Programming held in Halifax, Nova Scotia in August 2010, span the rich field of uses of these models. The finance papers discuss such diverse problems as longevity risk management of individual investors, personal financial planning, intertemporal surplus management, asset management with benchmarks, dynamic portfolio management, fixed income immunization and racetrack betting. The production and logistics papers discuss natural gas infrastructure design, farming Atlantic salmon, prevention of nuclear smuggling and sawmill planning. The energy papers involve electricity production planning, hydroelectric reservoir operations and power generation planning for liquid natural gas plants. Finally, two telecommunication papers discuss mobile network design and frequency assignment problems.
목차
1.Introduction and Summary Part I. Papers in Finance 2. Longevity Risk Management for Individual Investors 3. Optimal SP-Based Personal Financial Planning with Intermediate and Long Term Goals 4. Intertemporal Surplus Management with Jump Risks 5. Jump-Diffusion Risk-Sensitive Benchmarked Asset Management 6. Dynamic Portfolio Optimization Under Regime-Based Firm Strength 7. Options Portfolio Management as a Chance Constrained Problem 8. Stochastic Models for Optimizing Immunization Strategies in Fixed-Income Security Portfolios Under Some Sources of Uncertainty 9. Stochastic Programming and Optimization in Horserace Betting Part II. Papers in Production Planning and Logistics 10. Multi-Stage Stochastic Programming for Natural Gas Infrastructure Design with a Production Perspective 11. A Stochastic Programming Model for Optimizing the Production of Farmed Atlantic Salmon 12. Prioritizing Network Interdiction of Nuclear Smuggling 13. Sawmill Production Planning Under Uncertainty: Modelling and Solution Approaches Part III. Papers on Energy 14. An Electricity Procurement Model with Energy and Peak Charges 15. A Stochastin Game Model Applied to the Nordic Electricity 16. Multi-Lag Benders Decomposition for Power Generation Planning with Nonanticipativity Constraints on the Dispatch of LNG Thermal Plants Part IV. Papers on Telecommunications 17. Stochastic Second-Order Cone Programming in Mobile Ad-Hoc Networks: Sensitivity to Input Parameters 18. Stochastic Frequency Assignment Problem. Index