This paper will discuss portfolio optimization, Quadratic Programming (QP) and Second Order Cone Programming (SOCP). We will use simulated and empirical data to compare the two optimization routines. Daily data for SP500 stocks from 2005 to 2010 was used to show that a 20-days rebalanced...

This paper will discuss portfolio optimization, Quadratic Programming (QP) and Second Order Cone Programming (SOCP). We will use simulated and empirical data to compare the two optimization routines. Daily data for SP500 stocks from 2005 to 2010 was used to show that a 20-days rebalanced...

We will in this paper discuss portfolio theory and portfolio optimization. Traditionally Quadratic Programming (QP) has been used to solve portfolio optimization problems. However, when an investor is faced with a large universe of securities the performance of QP will decrease. This paper shows...