Hybrid Migrating Birds Optimization Strategy for t-way Test Suite Generation
نویسندگان
چکیده
Abstract Hybrid meta-heuristics algorithms have gained popularity in recent years to solve t-way test suite generation problems due better exploration and exploitation capabilities of the hybridization. This paper presents implementation meta-heuristic search that are Migrating Birds Optimization (MBO) algorithm Genetic Algorithm (GA) hybrid a data strategy. The proposed strategy is called Elitist MBO-GA Strategy (EMBO-GA). Based on published benchmarking results, result these strategies competitive with most existing terms generated size many parameter configurations. In case where this not optimal, resulting sufficiently competitive.
منابع مشابه
A Unified Strategy for Sequence and Sequence-less T-way Test Suite Generation
Highlights: In the last 20 years, many useful t-way strategies (where t indicates the interaction strength) have been developed to help generate test suite for detecting fault due to interaction of inputs. Although useful, existing t-way strategies have assumed sequence-less interactions amongst input parameters. In the case of reactive system, such an assumption is invalid. This paper presents...
متن کاملA Tabu Search hyper-heuristic strategy for t-way test suite generation
This paper proposes a novel hybrid t-way test generation strategy (where t indicates interaction strength), called High Level Hyper-Heuristic (HHH). HHH adopts Tabu Search as its high level meta-heuristic and leverages on the strength of four low level meta-heuristics, comprising of Teaching Learning based Optimization, Global Neighborhood Algorithm, Particle Swarm Optimization, and Cuckoo Sear...
متن کاملImplementing a T-Way Test Generation Strategy Using Bees Algorithm
In order to ensure software performance as well as software quality, various testing techniques have been used to detect faults as early and as many as possible during the development phase. Over the last decade, the size and complexity of software developed have increased tremendously. Highly customizable software allow users to configure the software to the users’ needs, however, if not teste...
متن کاملTest Suite Design for Code Generation Tools
• General approach for the systematic verification of code generators • Seamless test case derivation (process) based on formal specification (i.e. graph transformation rule) • A method is suggested to create test input data for model and code using automated structural test • Results are suitable for making general assumptions about whether or not the code generator’s behaviour is correct Cont...
متن کاملTest Suite Evaluation and Generation
We describe an approach to the synthesis of a benchmark test suite for evaluation of coverage analyzers, and new tools for test generation that have been developed for PVS and SAL.
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of physics
سال: 2021
ISSN: ['0022-3700', '1747-3721', '0368-3508', '1747-3713']
DOI: https://doi.org/10.1088/1742-6596/1830/1/012013