[PDF] Top 20 Path Based Test Suite Augmentation using Artificial Bee Colony Algorithm

... 2.1 Artificial Bee colony Algorithm: Swarm intelligence [8] has become a research interest to many research scientists of related fields in recent ...swarm based meta-heuristics ... See full document

... benchmark test functions widely used in the evolutionary computation community are employed in the experiments [41, 42], which are described in Table ...benchmark test functions are set to ...each ... See full document

... of test case prioritization techniques and areas of application of Bee Colony Optimization technique has been ...useful test cases in the process of prioritization some algorithm ... See full document

... testing test suite because of the constrained software development budget, time and ...prioritize test cases to reduce budget, time and effort constraints ...fault based regression test ... See full document

... coverage, path coverage etc. Path coverage ensures that every independent path in the program should be executed at least once by the give test ...given test suite and design new ... See full document

... efficiently. Path planning of the robot began in 1970s, the methods of path planning are generally divided into two kinds, classical planning methods and heuristic planning ...methods: artificial ... See full document

... generated test suite has a strong impact on the efficiency and effectiveness of software ...optimizing test suite. A brief description of genetic algorithm, particle swarm optimization, ... See full document

... is based on the collective behaviour of social ...intelligence based algorithms which have emerged in recent years includes ant colony optimization (ACO), particle swarm optimization (PSO), bacterial ... See full document

... ABC algorithm for dimensionality reduction using different medical data sets in the area of Dermatology for tests, whereas Shokouhifar and Sabet [24] employed the same algorithm (ABC) for feature ... See full document

... centroid based location estimation algorithm that falls under the category of range free ...count based localization algorithm DV-HOP was presented by Niculescu et ...this algorithm was ... See full document

... Artificial bee colony (ABC) algorithm has proved its importance in solving a number of problems including engineering optimization ...ABC algorithm is one of the most popular and ... See full document

... The explanation of this behaviour is based on the fact that the ants lay pheromone along their path. Ants which randomly choose the shorter branch arrive earlier at the food source. When they go back they ... See full document

... swarm based meta-heuristic algorithm Artificial Bee Colony (ABC) technique was applied for optimal network restoration in a distributed generations (DGs) connected distribution network ... See full document

... computing based optimization methods in the various types of problem shows the anticipation from the researcher to use this method especially in solving complex engineering ...computing based optimization ... See full document

... (BP) algorithm is accepted algorithm used for MLP training ...BP algorithm is to update the network weights for minimising output error using backpropagation processing because the accuracy of ... See full document

... methods based optimization for tuning the controller gains is a trial and error method and is found to be extremely time consuming if several parameters have to be optimized simultaneously and provides suboptimal ... See full document

... MS using ABC algorithm. Artificial Bee Colony (ABC) algorithm is a metaheuristic search algorithm and is investigated, in this paper, to localize BTSs so as to cover ... See full document

... by using data mining techniques to solve data mining problems by realising several data mining tasks such as data classification, estimation, prediction, and association ... See full document

... Although several works claimed to provide seismic prediction, according to a specific location area, specific span of time, specific magnitude range and specific probability of occurrence. That is, seismic event ... See full document

... In ABC algorithm, the artificial bees need to do the local search for finding the new possible solution. Eq.4.2 [19] shows the local search strategy of the original ABC optimization algorithm. Vij ... See full document