Implementation of ID3 Algorithm in Asset Inventory Model

This paper aims to solve the problem of optimal portfolio of venture capital investment by intelligent algorithm. Using the actual data, this paper constructs the optimal portfolio models based on different risk measures and termination conditions: unit risk return maximization model, VaR risk control model, risk and return preference model. Genetic algorithm and simulated annealing algorithm are used to optimize the models.