Multi-Objective Portfolio Optimization Towards Sustainable Investments

被引:0
作者
Zheng, Yong [1 ]
Shukla, Kumar Neelotpal [2 ]
Xu, Jasmine [2 ]
Wang, David Xuejun [2 ]
O'Leary, Michael [2 ]
机构
[1] Illinois Inst Technol, Chicago, IL 60616 USA
[2] Morningstar Inc, Chicago, IL USA
来源
PROCEEDINGS OF THE ACM SIGCAS/SIGCHI CONFERENCE ON COMPUTING AND SUSTAINABLE SOCIETIES 2023,COMPASS 2023 | 2023年
关键词
ESG; portfolio optimization; multi-objective; sustainable investment;
D O I
10.1145/3588001.3609373
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The process of financial portfolio optimization involves choosing the most suitable mix of assets to meet a particular investment goal. Conventional portfolio optimization primarily focuses on maximizing returns and minimizing risks while overlooking the importance of social responsibility or sustainability in financial investments. In this paper, we present a Python-based multi-objective portfolio optimization library for sustainable investments (MOPO-LSI). MOPO-LSI is able to take Environmental, Social and Governance (ESG) factors into consideration in financial portfolio, where investors' assets can be well allocated to mutual funds towards the ESG optimization along with their financial goals in the investment. MOPO-LSI is easy to be configured and used, and it is capable of production solutions in two scenarios - when client preferences are known or unknown. The developers can also easily customize the library to adapt it to their own financial objectives.
引用
收藏
页码:124 / 128
页数:5
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