A method, system and application for generating initial value solving based on SMT constraint prediction
CN122986206APending Publication Date: 2026-10-27EAST CHINA NORMAL UNIV
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Patent Information
- Application Number
- CN202510538928.3
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-04-27
- Publication Date
- 2026-10-27
AI Technical Summary
Technical Problem
现有的SMT求解器通常采用随机初始化或简单的启发式方法来选择初始值,这种方式在面对复杂约束条件时,可能导致搜索过程陷入局部最优,或者因初始值选择不当而导致求解效率降低,影响最终求解的成功率和计算时间
Benefits of technology
[0037]本发明提供了一种SMT问题的初始值预测方法,利用了SMT公式的约束信息来划定可能的变量取值区间,提高了求解初始值的质量。
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Abstract
The application discloses a method for generating and solving initial values based on SMT constraint prediction, which draws the initial value range of all variables by analyzing the constraint characteristics, and generates initial values in the drawn initial value range; the method comprises the following steps: step one, parsing SMT formula F, and extracting a syntax tree and a variable set S; step two, for any variable x in the variable set S i , the syntax tree of formula F is read recursively, and the interval solution of each variable is solved in parallel; and step three, merging the variable intervals of all variables, and outputting the final solution result. The application further discloses a solving system for realizing the above method, which has wide application value.
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