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There are many non-probability factors affecting financial markets and the return on risk assets is fuzzy and uncertain. The authors propose new risk measurement methods to describe or measure the real investment risks. Currently many scholars are studying fuzzy asset portfolios. Based on previous research and in view of the threshold value constraint and entropy constraint of transaction costs and transaction volume, the multiple-period mean value -mean absolute deviation investment portfolio optimization model was proposed on a trial basis. This model focuses on a dynamic optimization problem with path dependence; solving using the discrete approximate iteration method certifies the algorithm is convergent. Upon the empirical research on 30 weighted stocks selected from Shanghai Stock Exchange and Shenzhen Stock Exchange, a multi-period investment portfolio optimum strategy was designed. Through the empirical research, it can be found that the multi-period investments dynamic optimization model has linear convergence and is more effective. This is of great value for investors to develop a multi-stage fuzzy portfolio investment strategy.

Tian, M.-W.; Yan, S.-R.; Tian, X.-X.; Zeng, X.-M., and Xie, C., 2019. Financial support to marine economy in the big data era. In: Gong, D.; Zhu, H., and Liu, R.(eds.), Selected Topics in Coastal Research: Engineering, Industry, Economy, and Sustainable Development. Journal of Coastal Research, Special Issue No. 94, pp. 609–612. Coconut Creek (Florida), ISSN 0749-0208. In the big data era, increasing financial support for the marine economy and vigorously developing blue finance have a strong sense of urgency and historical mission, which need a larger macro vision and a more forward-looking strategic layout. Blue finance is related to China's economic and financial security. We must seize the development opportunities of blue finance in the new era and set up a systematic financial thinking of big countries. Only adopting the strategic thinking of innovation and development, can we support the marine economy in the big data era. [ABSTRACT FROM AUTHOR]