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.

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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
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article

ParetoInvest: Integrating real-time financial data and multi-objective meta-heuristics for portfolio optimization

SoftwareX
Advanced Multi-Objective Optimization Algorithms
article

ParetoInvest: Integrating real-time financial data and multi-objective meta-heuristics for portfolio optimization

article en

Abstract

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.

SoftwareXVol. 33
Universidad de Málaga (ES)
Industry, innovation and infrastructure
Openalex Percentile: Top 35%
Advanced Multi-Objective Optimization Algorithms
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