Quantitative analysis model processing method and system, storage medium and electronic terminal

A quantitative analysis and model processing technology, applied in the field of data processing, can solve the problems of large manpower and material resources, model efficiency decline, and quantitative analysis models that cannot be applied to a variety of different securities, so as to increase training data and improve generalization effect of ability

Active Publication Date: 2018-11-23
HUNDSUN TECH
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Problems solved by technology

However, there are certain deficiencies in the traditional quantitative analysis model: First, after a certain period of use of the traditional quantitative analysis model, more models will find the same operating law, which leads to the easy homogeneity between the models and the introduction of more competition. Finally, the efficiency of the model is reduced; in addition, the traditional quantitative analysis model needs to invest a lot of manpower and material resources in the process of updating and improving
However, the existing quantitative analysis models based on genetic algorithms also have certain defects: on the one hand, the existing quantitative analysis models cannot be applied to a variety of different securities, and usually the strategy trained for a certain securities data only Can be used for quantitative trading of the security
When the system serves many investors through the Internet, the concurrent processing capacity of the strategy machine is still insufficient

Method used

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  • Quantitative analysis model processing method and system, storage medium and electronic terminal
  • Quantitative analysis model processing method and system, storage medium and electronic terminal
  • Quantitative analysis model processing method and system, storage medium and electronic terminal

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Embodiment Construction

[0074] Example embodiments will now be described more fully with reference to the accompanying drawings. However, the example embodiments can be implemented in various forms, and should not be construed as being limited to the examples set forth herein; on the contrary, the provision of these embodiments makes the present disclosure more comprehensive and complete, and fully conveys the concept of the example embodiments To those skilled in the art. The described features, structures or characteristics can be combined in one or more embodiments in any suitable way.

[0075] In addition, the drawings are only schematic illustrations of the present disclosure, and are not necessarily drawn to scale. The same reference numerals in the figures indicate the same or similar parts, and thus their repeated description will be omitted. Some of the block diagrams shown in the drawings are functional entities and do not necessarily correspond to physically or logically independent entitie...

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Abstract

The invention relates to the technical field of data processing, and in particular to a quantitative analysis model processing method, a quantitative analysis model processing system, a storage mediumand an electronic terminal. The method comprises the following steps of: normalizing post-rehabilitated security history market data; calculating technical index data according to the normalized security history market data and normalizing the technical index data; and training the normalized security history market data and the technical index data through a machine learning algorithm, and obtaining a quantitative analysis model. The quantitative analysis model obtained through training is adapted to the markets of different securities and has better generalization ability.

Description

Technical field [0001] The present disclosure relates to the technical field of data processing, in particular to a quantitative analysis model processing method, a quantitative analysis model processing system, a storage medium, and an electronic terminal. Background technique [0002] Current securities investment trading methods mainly include subjective trading and quantitative trading. Among them, quantitative trading refers to the use of advanced mathematical models to replace human subjective judgments, and the use of computer technology to dig out "high probability" events that can bring excess returns from massive historical data to formulate quantitative trading strategies, and to use programmatic trading strictly Implement quantitative trading strategies to prevent users from making irrational trading decisions. [0003] The quantitative investment strategy based on the quantitative analysis model of technical analysis is one of the earliest and most widely used strateg...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q40/06G06F17/30
CPCG06Q40/06
Inventor 李涛程海源李杰金基东姜超
Owner HUNDSUN TECH
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