Kelly model and its application in high frequency trading

LUO Yong, ZHU Bo

Systems Engineering - Theory & Practice ›› 2016, Vol. 36 ›› Issue (3) : 569-580.

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PDF(642 KB)
Systems Engineering - Theory & Practice ›› 2016, Vol. 36 ›› Issue (3) : 569-580. DOI: 10.12011/1000-6788(2016)03-0569-12

Kelly model and its application in high frequency trading

  • LUO Yong1, ZHU Bo2
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Abstract

We investigate the problem of dynamic optimal capital growth of a portfolio under transaction costs constrained. A general framework that one strives to maximize the long term growth rate of its expected log utility was developed. However, when applying to portfolio management with many assets, optimization algorithms such as quadratic programming run into difficulties. In our research, we get the fraction for a portfolio in continuous time by combining law of large numbers and the additivity of the logarithm utility functions. Empirical research indicate that the approach is inspiring for this class of problems.

Key words

Kelly / capital growth / asset allocation / portfolio optimization

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LUO Yong , ZHU Bo. Kelly model and its application in high frequency trading. Systems Engineering - Theory & Practice, 2016, 36(3): 569-580 https://doi.org/10.12011/1000-6788(2016)03-0569-12

References

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Funding

National Natural Science Foundation of China (71103146)
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