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Graph equation modeling for mathematical equation decomposition and automated code generation

A technology of mathematical formulas and formulas, applied in CAD numerical modeling, complex mathematical operations, creating/generating source codes, etc., can solve problems such as the number of errors and limitations

Pending Publication Date: 2021-06-08
FUJITSU LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Although capable of using powerful solvers, this can still lead to errors and limits to the number of problems currently being solved
Furthermore, translating manual problems into computer code can be a labor-intensive process requiring significant user time from skilled users

Method used

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  • Graph equation modeling for mathematical equation decomposition and automated code generation
  • Graph equation modeling for mathematical equation decomposition and automated code generation
  • Graph equation modeling for mathematical equation decomposition and automated code generation

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Embodiment Construction

[0028] Embodiments discussed in this disclosure relate to methods and systems for performing graph formulation modeling for mathematical formulation decomposition and automatic code generation in a computing device. More specifically, embodiments described herein are directed to systems and methods for decomposing an input mathematical formula. Decomposing the equation into a graph structure, the graph structure can then be used for mathematical modeling, and in some cases, the graph structure can then be used by different computer solvers to find a solution for a given input equation. It can be appreciated that various features of Equation can be efficiently and effectively modeled using graph modeling. Additionally, the system described herein provides a platform for explaining and describing a variety of different mathematical formulas.

[0029] The system presented herein is intended to provide solutions to various mathematical problems based on relatively simplified user...

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Abstract

A method of performing graph equation modeling. The method includes receiving an input of a mathematical equation from a user via a user interface. The method also includes using a processor, performing processing on the input of the mathematical equation to decompose the mathematical equation into a plurality of tokens to generate an equation graph corresponding to the mathematical equation. The method also includes automatically generating computer code for a user-specified computing language based on the equation graph. The method also includes causing the automatically generated computer code to be presented to the user via the user interface, the automatically generated computer code corresponding to the inputted mathematical equation defined in a computing environment.

Description

technical field [0001] Embodiments discussed in this disclosure relate to methods and systems for performing graph equation modeling for mathematical equation decomposition and automatic code generation in a computing device. Background technique [0002] For thousands of years, mathematical formulas have been used as notations for defining problem statements. These problem statements are then used in a variety of different contexts to help find solutions to the problem statement. Although conventional mathematical solvers can be used to find these solutions, recent advances in computing technology have also produced computing devices that harness enormous processing power, including quantum annealers, digital annealers, and others. However, one difficulty that users may encounter is that users need to manually translate mathematical formulas into programming language in order to use these computer solvers. [0003] One difficulty with this requirement is that not all user...

Claims

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Application Information

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IPC IPC(8): G06F30/20G06F17/11G06F9/451G06F111/10
CPCG06F30/20G06F17/11G06F9/451G06F2111/10G06F40/111G06F40/137G06F40/154G06F40/211G06F17/10G06N10/00G06N5/01G06F17/15G06F8/34
Inventor 迈赫迪·巴赫拉米陈伟鹏
Owner FUJITSU LTD
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