Financial networks with intermediation: Risk management with variable weights

In this paper, we develop a framework for the modeling, analysis, and computation of solutions to multitiered financial network problems with intermediaries in which both the sources of financial funds as well as the intermediaries are multicriteria decision-makers. In particular, we assume that these decision-makers seek not only to maximize their net revenues but also to minimize risk with the risk being penalized by a variable weight. We make explicit the behavior of the various decision-makers, including the consumers at the demand markets for the financial products. We derive the optimality conditions, and demonstrate that the governing equilibrium conditions of the financial network economy can be formulated as a finite-dimensional variational inequality problem. Qualitative properties of the equilibrium financial flow and price pattern are provided. A computational procedure that exploits the network structure of the problem is proposed and then applied to several numerical examples.

[1]  Anna Nagurney,et al.  Financial flow of funds networks , 1992, Networks.

[2]  Theodor J. Stewart,et al.  Trends in multicriteria decision making : proceedings of the 13th International Conference on Multiple Criteria Decision Making, Cape Town, South Africa, January 1997 , 1998 .

[3]  J. Pratt RISK AVERSION IN THE SMALL AND IN THE LARGE11This research was supported by the National Science Foundation (grant NSF-G24035). Reproduction in whole or in part is permitted for any purpose of the United States Government. , 1964 .

[4]  Stella C. Dafermos,et al.  Traffic assignment problem for a general network , 1969 .

[5]  Anna Nagurney,et al.  Bicriteria Decision Making and Financial Equilibrium: A Variational Inequality Perspective , 2001 .

[6]  Martin Weber,et al.  Behavioral influences on weight judgments in multiattribute decision making , 1993 .

[7]  George Chow,et al.  Portfolio Selection Based on Return, Risk, and Relative Performance , 1995 .

[8]  Anna Nagurney,et al.  Financial networks with intermediation , 2001 .

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

[10]  R. L. Keeney,et al.  Decisions with Multiple Objectives: Preferences and Value Trade-Offs , 1977, IEEE Transactions on Systems, Man, and Cybernetics.

[11]  E. Choo,et al.  Interpretation of criteria weights in multicriteria decision making , 1999 .

[12]  S Kafandaris,et al.  Essays in Decision Making: A Volume in Honour of Stanley Zionts , 2011, J. Oper. Res. Soc..

[13]  Marc Roubens,et al.  Multiple criteria decision making , 1994 .

[14]  J. Nash Equilibrium Points in N-Person Games. , 1950, Proceedings of the National Academy of Sciences of the United States of America.

[15]  Anna Nagurney,et al.  International financial networks with intermediation: modeling, analysis, and computations , 2003, Comput. Manag. Sci..

[16]  G. M. Korpelevich The extragradient method for finding saddle points and other problems , 1976 .

[17]  Anna Nagurney,et al.  Networks and variational inequalities in the formulation and computation of market disequilibria: the case of direct demand functions , 1993 .

[18]  Robert L. Winkler,et al.  The Role of Attitude Toward Risk in Strictly Competitive Decision-Making Situations , 1978 .

[19]  Jacob Cohen The Flow of Funds in Theory and Practice: A Flow-Constrained Approach to Monetary Theory and Policy , 1987 .

[20]  Katta G. Murty,et al.  Nonlinear Programming Theory and Algorithms , 2007, Technometrics.

[21]  Jaap Spronk,et al.  Financial modelling: Where to go? With an illustration for portfolio management , 1997 .

[22]  W. Sharpe OF FINANCIAL AND QUANTITATIVE ANALYSIS December 1971 A LINEAR PROGRAMMING APPROXIMATION FOR THE GENERAL PORTFOLIO ANALYSIS PROBLEM , 2009 .

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

[24]  B. Stone A Linear Programming Formulation of the General Portfolio Selection Problem , 1973, Journal of Financial and Quantitative Analysis.

[25]  Anna Nagurney,et al.  International Financial Networks with Electronic Transactions , 2003 .

[26]  A. Nagurney Network Economics: A Variational Inequality Approach , 1992 .

[27]  Anna Nagurney,et al.  Supply chain networks, electronic commerce, and supply side and demand side risk , 2005, Eur. J. Oper. Res..

[28]  Anna Nagurney,et al.  A supply chain network equilibrium model with random demands , 2004, Eur. J. Oper. Res..

[29]  Constantin Zopounidis,et al.  Stock Evaluation Using a Preference Disaggregation Methodology , 1999 .

[30]  Hans-Jakob Lüthi,et al.  Algorithms for Worst-Case Design and Applications to Risk Management , 2003 .

[31]  H. Luthi Algorithms for Worst-Case Design and Applications to Risk Management:Algorithms for Worst-Case Design and Applications to Risk Management , 2002 .

[32]  John N. Tsitsiklis,et al.  Parallel and distributed computation , 1989 .

[33]  A. Nagurney,et al.  A supply chain network equilibrium model , 2002 .

[34]  H. Markowitz,et al.  Mean-Variance versus Direct Utility Maximization , 1984 .

[35]  Anna Nagurney,et al.  Supernetworks: Decision-Making for the Information Age , 2002 .

[36]  William C. Wedley,et al.  Optimal Criterion Weights in Repetitive Multicriteria Decision-Making , 1985 .

[37]  A. Nagurney,et al.  Formulation and computation of general financial equilibrium , 1992 .

[38]  Constantin Zopounidis,et al.  Multicriteria decision aid in financial management , 1999, Eur. J. Oper. Res..

[39]  A. Nagurney,et al.  Oligopolistic and competitive behavior of spatially separated markets , 1987 .

[40]  Anna Nagurney,et al.  Financial networks with electronic transactions: modelling, analysis and computations , 2003 .

[41]  Constantin Zopounidis,et al.  On The Use Of Multicriteria Decision Aid Methods To Portfolio Selection , 1997 .

[42]  Carlos Romero,et al.  Portfolio Selection: A Compromise Programming Solution , 1996 .

[43]  Carlos Romero,et al.  A theorem connecting utility function optimization and compromise programming , 1991, Oper. Res. Lett..

[44]  F. B. Vernadat,et al.  Decisions with Multiple Objectives: Preferences and Value Tradeoffs , 1994 .

[45]  A. Stuart,et al.  Portfolio Selection: Efficient Diversification of Investments , 1959 .

[46]  Yacov Y. Haimes,et al.  Multiobjective Decision Making: Theory and Methodology , 1983 .

[47]  Sten Thore,et al.  EQUILIBRIUM IN LINEAR CAPITAL MARKET NETWORKS , 1975 .

[48]  Ralph E. Steuer,et al.  Multiple criteria decision making combined with finance: A categorized bibliographic study , 2003, Eur. J. Oper. Res..

[49]  R. Freund THE INTRODUCTION OF RISK INTO A PROGRAMMING MODEL , 1956 .

[50]  Jian Ma,et al.  A subjective and objective integrated approach to determine attribute weights , 1999, Eur. J. Oper. Res..

[51]  R. M. Adelson,et al.  Utility Theory for Decision Making , 1971 .

[52]  J. Nash,et al.  NON-COOPERATIVE GAMES , 1951, Classics in Game Theory.

[53]  D. Kinderlehrer,et al.  An introduction to variational inequalities and their applications , 1980 .

[54]  Anna Nagurney,et al.  Multicriteria network equilibrium modeling with variable weights for decision-making in the Information Age with applications to telecommuting and teleshopping , 2002 .

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

[56]  Anna Nagurney,et al.  Variational inequalities and networks in the formulation and computation of market equilibria and disequilibria: the case of direct demand functions , 1993 .

[57]  Sten A. O. Thore Programming the network of financial intermediation : a case study of Norwegian "Channeling policy" , 1982 .

[58]  Abraham Charnes,et al.  SOME NETWORK CHARACTERIZATIONS FOR MATHEMATICAL PROGRAMMING AND ACCOUNTING APPROACHES TO PLANNING AND CONTROL , 1966 .

[59]  K. Arrow,et al.  Aspects of the theory of risk-bearing , 1966 .