International Conference on Information and Knowledge Technology

فارسی

Home / دوازدهمین کنفرانس بین المللی فناوری اطلاعات و دانش

Paths-oriented Test Data Generation using Genetic Algorithm

Authors :

Mohammad Reza Hassanpour Charmchi¹ Bagher Rahimpour cami²

1- دانشگاه علوم و فنون مازندران 2- دانشگاه علوم و فنون مازندران

Keywords :

SBST, Path Oriented Testing, Genetic Algorithm, Test case generator

Abstract :

Software testing is one of the most important issues in quality assurance of software products. In traditional testing methods, due to the complexity and high cost, full testing is impossible. The search-based approaches are emerging as a solution for the automatic generation of test data in software testing. In this paper, we employ a genetic algorithm based on the execution path to generate the test data. In the proposed method, instead of checking the desirability of a generation for all execution paths, we assigned an appropriate fitness functions per each execution path. Thus, the fitness function for each path, identifies an appropriate generation with great precision and less time. Evaluation results show that the proposed method is able to increase the accuracy of the algorithms as well as reduce the generation steps and the process time.

List of archived papers

Improving Training Stability in Variational Autoencoders Through the Integration of Score Matching Loss

Amirreza Mokhtari Rad - Pouya Ardehkhani - Hormehr Alborzi

آسیب شناسی استقرار بلاک‌چین در صنعت بانکی کشور ایران

نیلوفر مرادحاصل

A Blockchain-Based Smart Contract Framework for Peer-to-Peer Energy Trading in Smart Grids

Hossein Shahinzadeh - Farshad Ebrahimi - S. Mohammadali Zanjani - Amirafshin Zamani - Saiedeh Mehrabani-Najafabadi - Gevork B. Gharehpetian

شناسایی و تحلیل ظرفیتهای استفاده از فناوری هوش مصنوعی در توسعه و بهبود شاخص مشارکت الکترونیکی

فرشاد حکمی زاده - عاطفه فرازمند

Experimental analysis of automated negotiation agents in modeling Gaussian bidders

Fatemeh Hassanvand - Dr Faria Nassiri-Mofakham

Secure Web-Based Control of ROS 1 Robots Using AES-256-GCM Encryption and LLM Integration

Ali Godarzvand chegini - Mohammad Arabian

Scattering Wavelet-Based Image Quality Assessment Metric for Medical Images

Sina Omidvar - Jamshid Shanbehzadeh

Intent-Based Classification of Multi-Stage Cyber Attacks Using Attacker TTPs and Machine Learning

Fatemeh Imanimehr - Hamed Ebrahimi

طراحی و پیاده سازی بستر اجرای بازی جنگ سایبری

مریم نصراصفهانی - بهروز ترک لادانی - بهروز شاهقلی قهفرخی - حسین قجاوند بلتیجه - نوید شیرمحمدی - مهدی شمس - محمدامین آقاکبیری

بررسی روش یادگیری انتقالی جهت پیش‌بینی پیوند

علی روحانی فر - کمال میرزایی بدرآبادی

more

Samin Hamayesh - Version 44.5.0