Serving the Quantitative Finance Community

 
User avatar
edgetrading
Topic Author
Posts: 0
Joined: October 10th, 2006, 9:35 am

Maximum Return/Risk Portfolio, with additional constraint

March 25th, 2012, 2:46 pm

For the maximum risk portfolio, the weight vector isw = \How can I modify the equation, so that I have additional constraints, such as setting a particular weight to 0.3?
 
User avatar
Alan
Posts: 3050
Joined: December 19th, 2001, 4:01 am
Location: California
Contact:

Maximum Return/Risk Portfolio, with additional constraint

March 26th, 2012, 2:54 am

Lagrange multipliers
 
User avatar
McWulf
Posts: 0
Joined: June 21st, 2011, 12:36 pm

Maximum Return/Risk Portfolio, with additional constraint

March 26th, 2012, 1:15 pm

Your equation arises because you have the constraint {1 1 1 1 1 ... 1} w = 1. You want another contraint like {0 0 0 0 1 0 0 ..... 0} w = 0.3 to achieve what you ask. Then use the Lagrange Multiplier method as before (assuming you know how you arrived at the equation in the first place).
 
User avatar
edgetrading
Topic Author
Posts: 0
Joined: October 10th, 2006, 9:35 am

Maximum Return/Risk Portfolio, with additional constraint

March 26th, 2012, 5:12 pm

Hello,I have tried using Lagrange Multipliers, but without luck. I have LaTeXed up how far I have got below: Working from http://www.maths.sussex.ac.uk/Staff/QT/FO/Chapter4.doc, 4.4 The Maximum Return Risk Ratio Portfolio:. I want to add another constraint on the first weight:such that For example, C would be 0.3 if I wanted to constrain the first weight to be 30% of the portfolio. Equation 1 Becomes: Where are the Lagrange Multipliers Differentiating we get Multiply by w, to get In the unconstrained example, we get only have one Lagrange multiplier,, so we can conclude that . However, in this constrained example, things aren't so convenient and we cannot do that. In the worked example, is used in (2). However, I cannot do that in the constrained case.
Last edited by edgetrading on March 25th, 2012, 10:00 pm, edited 1 time in total.
 
User avatar
McWulf
Posts: 0
Joined: June 21st, 2011, 12:36 pm

Maximum Return/Risk Portfolio, with additional constraint

April 16th, 2012, 12:47 pm

Must be insomnia or something. Anyway, if anyone is interested and wants to know the answer, it'sWhere u and C are respectively the expected returns and covariance matrix. The constraints are given by Aw=bI can't simplify it really any further but would be interested if some knows if a simplification exists.