Automated GUI Generation from Printed Algorithm Publications
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Solution Overview
Problem
Current software development challenges include the difficulty in programming accurate and efficient code for various platforms and operating systems, particularly due to limitations in existing resources such as printed and electronic publications, which lack executable code and often require manual GUI implementation, leading to inefficiencies and errors in evaluating and deploying algorithms.
Innovation Solution
A method and system for automatically generating graphical user interfaces (GUIs) based on computational algorithms described in printed publications, involving indexing, caching, and analyzing algorithm-indicating information to generate executable code for displaying GUI elements, thereby reducing manual effort and increasing testing efficiency.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If manual code implementation and GUI creation is performed for algorithms in printed publications, then code accuracy and platform compatibility can be achieved, but development time and error rates increase significantly
Solution Approach 1:
The patent uses containerization to create executable copies of algorithms from printed publications. The container includes the algorithm code, dependencies, and configuration, allowing direct execution without manual re-implementation. This copying approach maintains code accuracy while eliminating time-consuming manual translation and testing across platforms.
Solution Approach 2:
The patent performs preliminary actions by pre-configuring the container with all necessary components (code, dependencies, environment variables) before execution. The system automatically analyzes the printed publication, extracts algorithm information, and prepares the executable container in advance, eliminating the need for manual code implementation and platform-specific adaptation during the development phase.
2Ease of manufacture
If executable code is provided in printed publications, then code evaluation and integration become easier, but compatibility with different software applications and projects is limited
Solution Approach 1:
The patent implements universality through containerization, where a single container can execute across multiple platforms and software environments. The container encapsulates the algorithm with all its dependencies and configuration, making it universally adaptable to different software applications, cloud infrastructures, and operating systems without requiring platform-specific modifications.
3Ease of operation
If graphical user interfaces are manually implemented for algorithms, then custom GUI requirements can be met, but development complexity and error-proneness increase
Solution Approach 1:
The patent applies self-service by enabling the container to automatically generate and configure its own GUI based on the algorithm's requirements. The system analyzes the algorithm description in the printed publication and automatically creates the necessary interface elements, eliminating the need for manual GUI implementation while reducing complexity and errors.
4Measurement precision
If code is extracted and executed from printed publications, then algorithm evaluation becomes possible, but the process becomes time-consuming and error-prone
Solution Approach 1:
The patent uses containerization to create faithful copies of the algorithm as described in the printed publication. The container preserves the original algorithm's logic and behavior, enabling accurate evaluation and testing without manual re-implementation errors, while the automated extraction and execution process significantly reduces evaluation time.
Data Source
AI summary
A system and method for providing graphical user interfaces based on computational algorithms described in printed publications. The method includes indexing a first output generated by a container; caching the indexed output in a cache memory; analyzing the printed publication to determine algorithm-indicating information of the computational algorithm; identifying, in the algorithm-indicating information, at least one input and at least one second output; generating at least one GUI element, wherein generating the at least one GUI element includes identifying an association between the printed publication and the container, wherein generating the at least one GUI element further comprises retrieving the first output from the cache memory, wherein the at least one GUI element is generated based on the retrieved first output; and generating executable code, wherein the executable code includes instructions for causing a display of the GUI including the at least one GUI element.