JOURNAL ARTICLE

Multi-objective evolutionary algorithm for multi-project and multi-term portfolio problem

Abstract

This paper proposes a multi-project and multi-term portfolio model through considering the remaining funds in investment. The model is based on a new kind of Mean-Semi-covariance theory, which describes the uncertainty of return and risk in investment. Portfolio investment is a multi-objective optimization problem with constraints. Multi-objective evolutionary algorithm (MOEA) with greedy repair strategy is used to deal with the infeasible individuals and makes the investment reasonable. Finally, computer simulation shows that the proposed algorithm can be considered as a viable alternative.

Keywords:
Term (time) Mathematical optimization Computer science Portfolio Portfolio optimization Evolutionary algorithm Investment (military) Modern portfolio theory Investment portfolio Greedy algorithm Investment strategy Algorithm Mathematics Finance Economics

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Citation History

Topics

Advanced Multi-Objective Optimization Algorithms
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
Risk and Portfolio Optimization
Social Sciences →  Decision Sciences →  Management Science and Operations Research
Capital Investment and Risk Analysis
Social Sciences →  Economics, Econometrics and Finance →  Finance
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