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© 2003 by Optimization Methods
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Annotation to BASEL II
Basel II leads to significant changes
in the business of financial institutions. Apart from risk management
questions there is also the important issue of the adaptation of the
bank's software. Without appropriate IT- methods the Basel II regulations
would be a great burden for banks and they would entail continuously
high operating expenses.
The adaptation of software and data management should take place at
an early stage because at the time of the introduction of Basel II
the financial institutes are expected to dispose of an adequate and
significant data base.
The new Basel Accord accord lays stress on the risk/reward trade-off
for capital. The capital requirements for risk capital will be calculated
depending on the risk of default and depending on the expected loss.
Collateral will be an important means of risk mitigation.
The basics of the calculation are on the one hand the probability
of default of the borrower (PD), as well as the residual maturity
of the credit - and on the other hand the exposure at default (EAD)
and the loss given default (LGD) of the amount of credit not covered
by collateral.
Collateral will be an important means of risk mitigation, but the
regulations will be complex. One of the problems is to match and assign
collateral to loans and to determine the optimal structure of priorities
for large credit exposures.
If financial institutions would calculate the priorities for collateralization
solely on the basis of the Basel II rules, they would not obtain an
optimal result. Large exposures are networks - often with a high degree
of interdependence of all parts involved in these exposures. In such
cases the overall result would only be improved if the basic characteristics
of distributions in networks are also considered. Our optimization
method is capable of dealing with these fundamental features, and
that is the reason why our optimization method really calculates the
optimal collateralization, i.e. the optimum for each complete credit
exposure.
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