Margining option portfolios by network flows

As shown in [23], the problem of margining option portfolios where option spreads with two legs are used for offsetting can be solved in polynomial time by network flow algorithms. However, spreads with only two legs do not provide sufficient accuracy in measuring risk. Therefore, margining practice also uses spreads with three and four legs. A polynomial-time solution to the extension of the problem where option spreads with three and four legs are also used for offsetting is not known. We propose a heuristic network-flow algorithm for this extension and present a computational study that demonstrates high efficiency of the proposed algorithm in margining practice. © 2011 Wiley Periodicals, Inc. NETWORKS, 2012 (In this article, we use the slash as a punctuation mark for separating mutually exclusive alternatives but not as a symbol of a division operation. © 2012 Wiley Periodicals, Inc.)

[1]  Dudley G. Luckett,et al.  On the Effectiveness of the Federal Reserve's Margin Requirement , 1982 .

[2]  D. R. Fulkerson,et al.  Flows in Networks. , 1964 .

[3]  A. Nagurney Financial Networks: Statics and Dynamics , 1997 .

[4]  V G Andrew,et al.  AN EFFICIENT IMPLEMENTATION OF A SCALING MINIMUM-COST FLOW ALGORITHM , 1997 .

[5]  Andrew V. Goldberg,et al.  Finding Minimum-Cost Circulations by Successive Approximation , 1990, Math. Oper. Res..

[6]  Sanjeev Arora,et al.  Polynomial time approximation schemes for Euclidean traveling salesman and other geometric problems , 1998, JACM.

[7]  Peter Fortune,et al.  Margin requirements across equity-related instruments: how level is the playing field? , 2003 .

[8]  Andrew V. Goldberg,et al.  On Implementing the Push—Relabel Method for the Maximum Flow Problem , 1997, Algorithmica.

[9]  Peter Fortune,et al.  Margin requirements, margin loans, and margin rates: practice and principles , 2000 .

[10]  Lawrence G. McMillan,et al.  Options as a Strategic Investment , 1986 .

[11]  T. G. Moore,et al.  Stock Market Margin Requirements , 1966, Journal of Political Economy.

[12]  John P. Geelan,et al.  Margin regulations and practices , 1988 .

[13]  Jens Vygen,et al.  Efficient implementation of the Goldberg–Tarjan minimum-cost flow algorithm , 1998 .

[14]  P. Kupiec,et al.  Margin Requirements, Volatility, and Market Integrity: What Have We Learned Since the Crash? , 1997 .

[15]  Panos M. Pardalos,et al.  Network optimization in supply chain management and financial engineering: An annotated bibliography , 2003, Networks.

[16]  Alexander E. Fiterman,et al.  Basket problems in margin calculation: Modelling and algorithms , 2001, Eur. J. Oper. Res..

[17]  F. L. Hitchcock The Distribution of a Product from Several Sources to Numerous Localities , 1941 .

[18]  Andrew V. Goldberg,et al.  An efficient implementation of a scaling minimum-cost flow algorithm , 1993, IPCO.

[19]  Guy Cohen The Bible of Options Strategies: The Definitive Guide for Practical Trading Strategies , 2005 .

[20]  Edward G. Coffman,et al.  A Computational Study of Margining Portfolios of Options by Two Approaches , 2010, ICISTM.

[21]  Andrew T. Rudd,et al.  The Calculation of Minimum Margin , 1982 .

[22]  Andrew V. Goldberg,et al.  Beyond the flow decomposition barrier , 1998, JACM.

[23]  A. Nagurney Innovations in Financial and Economic Networks , 2003 .

[24]  Michael T. Curley Margin Trading from A to Z: A Complete Guide to Borrowing, Investing and Regulation , 2008 .

[25]  Edward G. Coffman,et al.  Strategy vs risk in margining portfolios of options , 2010, 4OR.