An Implementation Framework for Optimizing Test Case Generation Using Model
Checking Longhui Chang1,2(✉), Huaikou Miao1 ... Model checking based automated software testing has gained a great popularity in the field of software
Author: Shaoying Liu
This book constitutes the thoroughly refereed post-workshop proceedings of the 4th International Workshop on Structured Object-Oriented Formal Language and Method, SOFL+MSVL 2014, held in Luxembourg, Luxembourg, in November 2014. The 12 papers presented in this volume were carefully reviewed and selected from 20 submissions. They are organized in topical sections on testing and inspection; model checking and animation; education and verification; and semantics and analysis.
However, in literature, focus is mostly given on UML model based automatic generation of test cases, rather than optimization of test cases. Researchers and
practitioners have worked on various optimization approaches from decades.
Author: Khalid Saeed
Publisher: Springer Nature
This book constitutes the proceedings of the 18th International Conference on Computer Information Systems and Industrial Management Applications, CISIM 2019, held in Belgrade, Serbia, in September 2019. The 43 full papers presented together with 3 abstracts of keynotes were carefully reviewed and selected from 70 submissions. The main topics covered by the chapters in this book are biometrics, security systems, multimedia, classification and clustering, industrial management. Besides these, the reader will find interesting papers on computer information systems as applied to wireless networks, computer graphics, and intelligent systems. The papers are organized in the following topical sections: biometrics and pattern recognition applications; computer information systems; industrial management and other applications; machine learning and high performance computing; modelling and optimization; various aspects of computer security.
Testing Table 10.1 A complete list for all AI-driven methods for SE (ordered by
year 1975 e2017).dcont'd Name of ... Optimization Testing 2003 Automated test
reduction Data analytics (Machine 2003 Learning) Test case generation and ...
Author: Feras A. Batarseh
Publisher: Academic Press
Data Democracy: At the Nexus of Artificial Intelligence, Software Development, and Knowledge Engineering provides a manifesto to data democracy. After reading the chapters of this book, you are informed and suitably warned! You are already part of the data republic, and you (and all of us) need to ensure that our data fall in the right hands. Everything you click, buy, swipe, try, sell, drive, or fly is a data point. But who owns the data? At this point, not you! You do not even have access to most of it. The next best empire of our planet is one who owns and controls the world’s best dataset. If you consume or create data, if you are a citizen of the data republic (willingly or grudgingly), and if you are interested in making a decision or finding the truth through data-driven analysis, this book is for you. A group of experts, academics, data science researchers, and industry practitioners gathered to write this manifesto about data democracy. The future of the data republic, life within a data democracy, and our digital freedoms An in-depth analysis of open science, open data, open source software, and their future challenges A comprehensive review of data democracy's implications within domains such as: healthcare, space exploration, earth sciences, business, and psychology The democratization of Artificial Intelligence (AI), and data issues such as: Bias, imbalance, context, and knowledge extraction A systematic review of AI methods applied to software engineering problems
6.2 Existing Problems Compared to other vulnerabilities detection method, one
important disadvantages of fuzzing is not to guarantee high path coverage rate
and high automatic level. Therefore, optimizing test case generation strategy is
Author: Xingming Sun
This six volume set LNCS 11063 – 11068 constitutes the thoroughly refereed conference proceedings of the 4th International Conference on Cloud Computing and Security, ICCCS 2018, held in Haikou, China, in June 2018. The 386 full papers of these six volumes were carefully reviewed and selected from 1743 submissions. The papers cover ideas and achievements in the theory and practice of all areas of inventive systems which includes control, artificial intelligence, automation systems, computing systems, electrical and informative systems. The six volumes are arranged according to the subject areas as follows: cloud computing, cloud security, encryption, information hiding, IoT security, multimedia forensics.
Kaur K, Chopra V (2014) Review of automatic test case generation from UML
diagram using evolutionary algorithm. Int JInvent Eng Sci 2:17–20 Kennedy J (
2010) Particle swarm optimization. Encyclopedia of machine learning, pp 760–
Author: Ajay Kumar Jena
Publisher: Springer Nature
Category: Technology & Engineering
This book covers both theory and applications in the automation of software testing tools and techniques for various types of software (e.g. object-oriented, aspect-oriented, and web-based software). When software fails, it is most often due to lack of proper and thorough testing, an aspect that is even more acute for object-oriented, aspect-oriented, and web-based software. Further, since it is more difficult to test distributed and service-oriented architecture-based applications, there is a pressing need to discuss the latest developments in automated software testing. This book discusses the most relevant issues, models, tools, challenges, and applications in automated software testing. Further, it brings together academic researchers, scientists, and engineers from a wide range of industrial application areas, who present their latest findings and identify future challenges in this fledging research area.
In a knot state having n ingoing edges , 1 loops and m outgoing edges the
needed number of test cases is n + l + m - 1 . ... Automatic generation of
observationbased and length - optimized test cases for EFSM model in
conformance testing " ...
The papers at this conference should appeal to researchers, professors, practitioners, students, and other computing professionals."
In the future research we are planning to develop algorithms , which will further
minimize the number of test cases by ... [ 4 ] Besse , C. , Cavalli , A. , Lee , D. , "
An Automatic and Optimized Test Generation Technique Applying to TCP / IP ...
Papers from an October 2001 address such themes as requirements engineering, component-based development, protocols and harmonization, quality management, software architecture, workflow systems, and software testing, distributed systems, UML, commercial off-the-shelf components, e-learning applicat
Hessel , A . , Larsen , K . , Nielsen , B . , Pettersson , P . , Skou , A . : Time - optimal realtime test case generation using UPPAAL ... Hong , H . , Lee , I . ,
Sokolsky , O . , Cha , S . : Automatic test generation from statecharts using model
IFIP TC6 9th International Workshop on Testing of Communicating Systems
Darmstadt, Germany 9–11 September ... Successes have been achieved by
academia on automatic test case generation from formal specifications to optimize the ...
Author: Bernd Baumgarten
Category: Technology & Engineering
This volume contains the proceedings of the IFIP WG 6. 1 International Workshop on Testing of Communicating Systems (lWTCS'96), held in Darmstadt, Germany, on September 9 through II, 1996, continuing the IFIP WG 6. 1 series of International Workshops on Protocol Test Systems (IWPTS). In this series of working conferences, held annually since 1988, many valuable contributions have been presented with an emphasis both on the OSI conformance testing methodology and framework as well as the standardization effort on formal methods in conformance testing. While there are stilI open issues and divergencies between theory and practice in these fields, the scope of the series started expanding to related fields of growing practical relevance, for example to testing with regard to the B-ISDN protocol reference model, in particular ATM, the ODP reference model, and the Internet protocol suite, as well as to interoperability testing and performance testing. To reflect the extended scope, the program committee agreed on a new name for this series of working conferences, to be applied the first time to the 1996 conference. However, in order to emphasize the tradition of IWPTS, the numbering of this series was continued, such that IWTCS'96 is counted as the 9th International Workshop on Testing of Communicating Systems. As in the years before, the workshop aims at bringing together researchers and practi tioners, furthering the exchange of views, and correlating the work of both sides.
Test generation from a verification model can eliminate up to 90 percent of the
manual test creation and debugging effort Both the number of test cases and the
phasing of their execution can be optimized , eliminating test redundancy A
known level of ... [ 5 ] Heitmeyer , C. , R. Jeffords , B. Labaw , Automated
Consistency Checking of Requirements Specifications , ACM TOSEM , 5 ( 3 ) :
231-261 , 1996 .
This book constitutes the refereed proceedings of the 11th International Symposium on Search-Based Software Engineering, SSBSE 2019, held in Tallinn, Estonia, in August/September 2019.
Author: Shiva Nejati
Publisher: Springer Nature
This book constitutes the refereed proceedings of the 11th International Symposium on Search-Based Software Engineering, SSBSE 2019, held in Tallinn, Estonia, in August/September 2019. The 9 research papers and 3 short papers presented together with 1 keynote and 1 challenge paper were carefully reviewed and selected from 28 submissions. SSBSE is a research area focused on the formulation of software engineering problems as search problems, and the subsequent use of complex heuristic techniques to attain optimal solutions to such problems. A wealth of engineering challenges - from test generation, to design refactoring, to process organization - can be solved efficiently through the application of automated optimization techniques. SBSE is a growing field - sitting at the crossroads between AI, machine learning, and software engineering - and SBSE techniques have begun to attain human-competitive results.
Both the number of test cases and the phasing of their execution can be optimized , eliminating test redundancy A known level ... The approach supports automated test driver generation open ( e.g. , C , C ++ , Java , Ada , Perl , PL ,
SQL ) and ...
The proceedings from the November 2001 conference in Greenbelt, Maryland comprise 21 papers on software aspects of aerospace systems, experience management systems, security, risk analysis, project planning and estimation, cost-benefit analysis, Smerfs, natural language requirements, requirements validation, erroneous requirements, value assessments, verification and validation of autonomous systems, reliability modeling, and collaborative test management. Case studies and the results of empirical research are featured. Abstracts are provided for each paper. A CD-ROM is included. Name index only. Annotation copyrighted by Book News Inc., Portland, OR.
Such activity can reach a sophisticated paradigm as the automatic test pattern generation ( ATPG ) is . In this case , computer aided algorithms , according to an optimization procedure , try to find out Permission to make digital or hard copies
O 3.2.10 Automated Testing Even with efficient test case design , the extent of testing can be quite formidable for high ... As previously noted , automated testing
is in some cases the only way of generating and obtaining needed data ; in other
... Since the necessity and feasibility of automated system - level testing may not
be universally accepted , there exists the need to optimize and demonstrate the ...
Also , there is a gap between the truth of a predicate and the ability of an automatic theorem prover to ... execution is also useful in other forms of program
analysis , including test case generation [ 1 , 2 ] and program optimization ( 3 , 16
This edited book presents scientific results of the 12th International Conference on Software Engineering, Artificial Intelligence Research, Management and Applications (SERA 2014) held on August 31 – September 4, 2014 in Kitakyushu, ...
Author: Roger Lee
This edited book presents scientific results of the 12th International Conference on Software Engineering, Artificial Intelligence Research, Management and Applications (SERA 2014) held on August 31 – September 4, 2014 in Kitakyushu, Japan. The aim of this conference was to bring together researchers and scientists, businessmen and entrepreneurs, teachers, engineers, computer users, and students to discuss the numerous fields of computer science and to share their experiences and exchange new ideas and information in a meaningful way. Research results about all aspects (theory, applications and tools) of computer and information science, and to discuss the practical challenges encountered along the way and the solutions adopted to solve them. This publication captures 17 of the conference’s most promising papers.
An Automatic and Optimized Test Generation Technique Applying to TCP / IP
Protocol Cédric Besse Ana Cavalli Institut ... For such a sophisticated protocol ,
the algorithm efficiently constructs 22 tests that cover all the required portions of
Author: IEEE Computer Society
Twenty-five papers presented at the October 1999 conference are grouped into sessions having the broad topics of software synthesis, requirements elicitation, reuse, test synthesis, analysis, verification, transformation, architecture, and automated testing. Among the topics are data mining library reuse patterns in user-selected applications, industrial applications of software synthesis via category theory, automated translation of UML models of architectures for verification and simulation using SPIN, verification of picture generated code, evolving object-oriented designs with refactorings, automatically detecting mismatches during component-based and model-based development, and an overview of Lutess: a specification- based tool for testing synchronous software. There are also 25 short papers that represent novel work not yet fully mature. No subject index. Annotation copyrighted by Book News, Inc., Portland, OR.