ParetoInvest: Integrating real-time financial data and multi-objective meta-heuristics for portfolio optimization
ParetoInvest is an advanced software tool that facilitates the application of bio-inspired optimization algorithms to the multi-objective portfolio selection problem. Built on top of the widely used jMetal framework, ParetoInvest supports a range of meta-heuristics, including multi-objective evolutionary algorithms (MOEAs), to model and solve complex asset allocation tasks. A distinguishing feature of the platform is its integration with real-time financial data sources, providing up-to-date information on U.S. market assets and enabling simulations that accurately reflect current market conditions. The tool also includes a reliable data management system for downloading, storing, and manipulating financial datasets, with support for exporting data in various formats for external analysis. By combining real-time data access, advanced optimization techniques, and flexible data handling, ParetoInvest offers a powerful environment for researchers, finance professionals, and developers seeking innovative solutions for portfolio optimization using bio-inspired methods.
Institutions
- Universidad de Málaga (ES)
Publication Details
- Journal
- SoftwareX
- Published
- 2025-12-02
- DOI
- https://doi.org/10.1016/j.softx.2025.102469
- Primary Topic
- Advanced Multi-Objective Optimization Algorithms
- Type
- article
- Field-Weighted Citation Impact
- 0.00