Stochastic Programming, Fall 2002.
MATP6960
Text:
Introduction to Stochastic Programming,
by Birge and Louveaux.
Sections covered:
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Aug 26: Section 1.1, farming example.
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Aug 29: Section 2.1. Section 1.1, news vendor problem.
Section 2.7.
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Sep 5: Section 1.2.
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Sep 9: Section 2.4. Section 3.1(a).
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Sep 12: Section 3.1(b).
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Sep 16: Section 3.1(c).
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Sep 19: Sections 3.1(d) and (e).
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Sep 23: Sections 3.2 and 3.3(a).
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Sep 26: Section 3.3(b).
Here is the
paper
on simple integer recourse by Louveaux and
van der Vleck.
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Sep 30: Section 3.3(c).
The Probabilistic Traveling Salesman Problem.
See here for more information.
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Oct 3: Sections 3.5 and 1.3.
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Oct 7: Chapter 4.
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Oct 10: Section 5.1.
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Oct 15: Sections 5.2 and 5.3.
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Oct 17: Section 5.4.
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Oct 21: Section 10.2(b).
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Oct 24: Sections 5.5 and 5.6.
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Oct 28: Section 5.7.
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Oct 31: Section 6.4.
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Nov 4: Section 7.1.
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Nov 7: Sections 9.2 and 9.3.
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Nov 11: Sections 9.5 and 9.6.
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Nov 14: Sections 10.1 and 10.2.
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Nov 18: More on section 9.2.
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Nov 21: Chapters 11 and 12.
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Nov 25: Asset and liability management, based loosely
on the paper by
Gondzio and Kouwenberg.
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Dec 2: Computational performance of sampling methods.
Financial applications, including discussion of
decision rules, scenario generation, and utility functions.
See
Linderoth, Shapiro, and Wright,
Mulvey,
Rush et al.,
and
Consiglio and Zenios.
John Mitchell