It’s called “Surplus Optimization” but you should read it “Assets - Liabilities Optimization”. The
curriculum provides a good example in which it shows you that liabilities are listed together with the other assets, and more precisely it is the PV of liabilities, and
you treat it as if it were a short position. You run your MVO as for a long-short fund strategy.
So, when you run your MVO, in the vector of returns, you include the
E(r) for the “asset” called
PV(liabilities). And in you covariance matrix, you include variance and covariances of the ”asset” called
PV(liabilities). Then you add a constraint to the allocation weight of PV(liabilities) to be equal to:
wPV(liabilities) = – PV(liabilities) / [Amount invested + PV(liabilities) ]
So if the size of your pension fund is EUR 60K and you estimate the PV of your liabilities to be 40K, then the allocation weight constraint to PV(liabilities) should be – 40%.
This is not the end. You should add another budget constraint:
∑ wi = 100% + wPV(liabilities) = 100% – 40% = 60%
This last constraint is needed otherwise we would have a 140/40 mutual fund portfolio, instead we have just a 100/40 strategy. The extra 40% in the long position is what you would invest using the proceeds from shorting 40% of the portfolio investment amount… but this is not our case.
If you are not familiar with this kind of constraints in MVO, you might wonder if it’s even possible to sum allocation weights to less than 100%. Answer is “Yes”. In a pure neutral strategy (where you go long and short in equal amounts), the budget constraint would be to sum to zero!
Now suppose you have different streams of liabilities with different risk profiles. Same as before, you just add more short positions to your asset allocation.
And again, this is feasible even if you started with a deficit. Just think of this scenario:
- you have liabilities with E(r) = 5% and PV = USD 100K
- you have 1 asset, with E(r) = 50%
- assume both have same volatility as correlation = 1
- assume time horizon = 1
Just based on this, you see that by investing just USD 70K in the risky asset, you would meet your liability obligations.