[PDF] Top 20 An experimental study of hyper heuristic selection and acceptance mechanism for combinatorial t way test suite generation

... performance, hyper-heuristic based strategies appear to be more superior as compared to the meta-heuristic counterparts (as evidenced by the given results in Section ...best test suite ... See full document

... traditional hyper-heuristic framework has two levels, namely, the high level strategy (heuristic selection mechanism and the acceptance criterion) and low level heuristics (a set ... See full document

... automated generation of heuristics [3] applied to a range of problems including boolean satisfiability, online bin packing, load balancing in networking, routing and ...learning generation ... See full document

... and experimental studies often encounter many threats to ...our study, several threats could be ...the t-way test suite generation is not a single solution problem, there ... See full document

... One way to tame the theorem proving problem is to simplify or decompose the CNF ...case study was corresponding to a small code script with ten lines of code, ... See full document

... Evolutionary programming can solve black-box function optimisation problems by evolving a pop- ulation of numerical vectors. The variation component in the evolutionary process is supplied by a mutation operator, which ... See full document

... The proposed algorithm uses two revealing operators on impulse to define when to variant the low- level heuristic algorithm. The can not only deliver better results than the traditional rule-based scheduling ... See full document

... the test case design. Over the years, many test case design strategies have been developed in the literature including that of combinatorial testing, boundary values, equivalence partitioning, ... See full document

... performing hyper-heuristic with crossover controlled at the domain-specific level is tested by applying it to two further bench- mark sets, each with differing ...Late Acceptance Strategy performs a ... See full document

... in combinatorial testing distinguish two procedures (Klaib, 2009), to be specific the programmed effective test generator (AETG) and input parameter arrange ...a test set one test at once ... See full document

... National Institute for Standards and Technology (NIST) has been actively supported combinatorial testing. The research carried out by NIST has been well documented [2] [3]. NIST has made several tools which are ... See full document

... For test suites, one interesting characteristic is the granularity of test cases— the amount of input provided by each test ...a test case (T.Len). In this experiment, the length of the ... See full document

... work test cases for different projects are generated through a tool called test optimal ...generated test cases are stored in either in excel file in table format or in HTML ...Stored test ... See full document

... own. Hyper-heuristic frameworks, generally, impose a domain barrier which separates the hyper-heuristic from the domain implementation along with low level heuristics to provide a higher level ... See full document

... Research As we know that the program follows a path & constitutes a unit of interconnected modules to each other. It also gives the behavior of software codes. Thus to identify the bugs earlier before actual ... See full document

... class test, a test driver is used which invokes a sequence of ...The test driver performs its task in different ...under test is invoked by the test ...the test driver to ... See full document

... and test-suite prioritization. Test-suite reduction is also known as test-suite minimization ...algorithms. Test suite reduction algorithms identify a reduced ... See full document

... The second-generation transdermal delivery strategies seek to maximize the permeability of the drug to the skin using chemical enhancers or external energy sources without damaging the structure of the skin. ... See full document

... Several experimental studies have been carried out on various automated test case generation ...automated test case ...four test data generation techniques (Random technique, IRM ... See full document

... and Hyper-Heuristics, Evolutionary Computation and Artificial Intelligence, with a specific interest in scheduling, including timetabling, sports scheduling, cutting and packing and ... See full document