[PDF] Top 20 A New Software Reliability Growth Model: Genetic Programming Based Approach

... Several problems in artificial intelligence field need dis- covery of a computer program that produces some de- sired output for particular inputs [20,21]. The solution for these kinds of problems can be presented as the ... See full document

... assess software reliability, many software reliability growth models (SRGMs) have been proposed in the past four ...the approach of these two estimations may impose some ... See full document

... important approach in evaluating software quality and performance is to determine the software ...reliability. Software reliability defined as the probability of error free ... See full document

... of reliability (mttf), and the use of a particular model to perform the calculations, and a particular program under ...different reliability growth ...which software and hardware ... See full document

... single model is helpful to obtain a more accurate estimation and ...the reliability estimation and prediction ...AdaBoosting based Combinational Model (ACM) is used to combine the several ... See full document

... fuzzy model and neural networks for assessing the software ...proposed model, we can say that we proposed improved Neuro Fuzzy systems based approach for software ... See full document

... in programming environment, because of day by day programming environmental changes, absence of subtle elements in new redeveloped advancements, frustrated client prerequisites and not considering ... See full document

... Learning Approach in ...in software reliability ...in Genetic Programming Model for Software Quality Classification compared the two methodologies LRM and GP and shows ... See full document

... was based on measures of dispersions and are restricted to the central limit ...models based on hyper geometric distribution to derive a model which can determine the optimal number of failures from ... See full document

... optimal growth model of Software Reliability suitable for all the involved criteria, then a unified criterion is needed to decide the most appropriate model for a given ...optimal ... See full document

... many software reliability growth models have been developed in tracking the growth of reliability as software is being ...models. Software reliability process can ... See full document

... (NHPP) based software reliability growth models (SRGMs) are proved to be quite successful in practical software reliability engineering (Musa et ...NHPP model is to ... See full document

... much software development process. Software release time determination is concerned with time at which software has to be delivered to the customer such that released software product should ... See full document

... to model a single release software development ...the software reliability growth process depends only on ...alternative approach based on the NHPP was proposed by Yamada ... See full document

... SRGM based on ˆ Ito type Sto- chastic Differential Equations using ANN ...real software failure datasets. The goodness-of-fit of the pro- posed Model is compared with Goel Okumoto model ...the ... See full document

... the software project manager in monitoring and controlling the testing process closely and effectively allocating the resources in order to reduce the testing cost and to meet the given reliability ...a ... See full document

... third model permits cancellation of a mission based on costs associated with the risk of ...Fuzzy programming offers a powerful means of handling optimization problems with fuzzy ...Fuzzy ... See full document

... Automatic recovery from faults is another area that shares similarities with our primitives for speculative execution. Recovery is usually performed using a checkpoint/recovery mechanism. Re- covery of distributed ... See full document

... .Reality: All units of time are not equivalent actually. Total number of test cases depends upon the stress we want to give on the software to find more and more errors . Numbers of test cases can be more or less ... See full document

... of software system. Reliable software is able to achieve the better performance and allows software to work properly in a specified ...the software in order to make it hundred percent defect ... See full document