Maximize expected return by using optimization heuristics to solve portfolio optimization problems with different measures of risk (Variance, Semi-variance & VaR) and multiple real-world constraints like Budget, Holding size for each asset, Trade limits for each asset, Cardinality, Round lots, Short Sales, Turnover, Beta etc.
Solution
The portfolio optimization tool is a state-of-the-art tool for portfolio managers to arrive at the most profitable portfolio while meeting all business constraints. It uses the following heuristics to arrive at the optimal profitable portfolio
Simulated Annealing
Tabu Search
Genetic Algorithm
Project information
Techniques
Mathematical Optimization
Client
Leading Broadcasters in India
Industries
Financial Services
Location
India
Portfolio inputs
Asset Index
Score
Sector & Country Index
Price
Initial Investments (Units)
Trade Limits
Min-trade
Min-holding
Min-holding
Benchmark-weight
Beta
Other inputs
Limits for country indices
Limit for sector indices
Covariance matrix and VAR of assets
Returns of the assets in various historical periods
Others
What we build, how it performs - Explore our work!