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Intelligent Logical Error Detection and Mitigation Model for Python

Thesis Info

Access Option

External Link

Author

Shahzaib Abbas Qumber

Institute

Virtual University of Pakistan

Institute Type

Public

City

Lahore

Province

Punjab

Country

Pakistan

Thesis Completing Year

2019

Thesis Completion Status

Completed

Subject

Software Engineering

Language

English

Link

http://vspace.vu.edu.pk/detail.aspx?id=338

Added

2021-02-17 19:49:13

Modified

2024-03-24 20:25:49

ARI ID

1676721027610

Similar


Logical errors (LE) are the most common problem in overall programming languages. Logical fallacies are not shown as regular errors in the programming because their result is only different than planned and its detection is possible only by reviewing the code and determining the flaw. Each programming language (PL) has its logical error challenges on different hardware architectures. However, these models primarily focus on the software-based logical error solution and must integrate into the existing IDEs as an intelligent Unit. 90% logical error can be solved by the software and the rest by correcting hardware design or creating capability between hardware and software. Intelligent logical error detection and mitigation model for python (ILEDMP) is live logical error detection system which saves much time, energy, cost, efforts, enhances coding experience, increases productive, accuracy, memory preservation, additional resources usage, and processing power. These are other benefits of model besides detecting logical errors. Research goes further to enhance Software Design (SD), Software Quality Assurance, Software debugging, Software Security, and various additions to improve the coding ability for all kind of users. The tool is created in the python programming language (PL) and detects the python bugs. Spyder, Thonny, Eclipse Python (LiClipse), Win Python, Pycharm (Intellij Ultimate) and Wing IDEs are weak in detecting the logical errors. Though, Model has initially detected nine types of bugs with live error detection. Intelligent logical error detection and mitigation model for python (ILEDMP) are capable of all powers which python is offering it for its programs support in the computation.
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