Scandinavian Working Papers in Economics

Working Papers in Economics,
University of Bergen, Department of Economics

No 08/07: Option pricing by mathematical programming

Sjur Didrik Flåm ()
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Sjur Didrik Flåm: University of Bergen, Postal: Hermann Fossgt. 6, N-5007 Bergen, Norway

Abstract: Financial options typically incorporate times of exercise. Alternatively, they embody set-up costs or indivisibilities. Such features lead to planning problems with integer decision variables. Provided the sample space be finite, it is shown here that integrality constraints can often be relaxed. In fact, simple mathematical programming, aimed at arbitrage or replication, may find optimal exercise, and bound or identify option prices. When the asset market is incomplete, the bounds stem from nonlinear pricing functionals.

Keywords: asset pricing; arbitrage; options; finite sample space; scenario tree; equivalent martingale measures; bid-ask intervals; incomplete market; linear programming; combinatorial optimization; totally unimodular matrices.

JEL-codes: C61; C62

20 pages, July 10, 2007

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