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"On the Usefulness of Crossover in Search-Based Test Case Generation: A" by Changze Huang, Hailian Zhou et al.

The crossover operation is an important component of genetic algorithms for test case generation. The usefulness of crossover, however, is not really clear, especially for industrial settings. This research applies EvoSuite, a well-known searchbased test case generator, to both open-source and industrial Java programs, and investigates the impact of the use of crossover on the code coverage achieved by the generated test cases. Our empirical study shows that the usefulness of the crossover operation varies for open-source and industrial code, and that the crossover operation may not necessarily be good, especially for some industrial programs. We further analyze (un)favorable conditions/code features for the use of crossover operations, providing hints for effective test case generation. ....

Automated Unit Test Generation , Genetic Algorithm , Earch Based Testing ,

Global Material Informatics Market Report 2023: A $275+ Million Market by 2028 - Growing Popularity of Cloud-based Data Analytics Platforms to Analyze Materials

/PRNewswire/ The "Global Material Informatics Market by Technique (Statistical Analysis, Genetic Algorithm, Deep Tensors, Digital Annealers), Elements. ....

United States , Laura Wood , E St Office Hours Call , Dassault Systemes , Government Initiatives To Support Materials Research , Office Hours Call , Technology Analysis , Adoption Of Technology Platform , Company Profiles , Material Informatics Market , Statistical Analysis , Genetic Algorithm , Deep Tensors , Digital Annealers , Citrine Informatics , Phaseshift Technologies , Hitachi High Tech , Lucrative Market , Segment Held Largest Share , Pharmaceutical Segment , Capture Largest Market Size , Register Highest , Global Market During Forecast , Support Materials Research , Materials Informatics Techniques , Accelerate Materials ,

Will quantum computers one day manage international reserves? (Part 3)

Will quantum computers one day manage international reserves? (Part 3)
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Nairobi Area , Abu Dhabi , Abuz Aby , United Arab Emirates , Harry Markowitz , Documenta Mathematica , Benoit Mandelbrot , Tensor Networks Physical Review Research , Transactions On Mathematical Software , Photonic Quantum Processor Nature Communications , Case Of Abu Dhabi Securities Exchange , Problems On Quantum Computers , Working Paper , Quantum Approximate Optimisation Algorithm , Variational Quantum Eigensolver , D Wave Systems , Great Recession , Statistical Economics , Political Economy , Processing Letters , Portfolio Management , D Wave Quantum Optimizer , Abu Dhabi Securities Exchange , Extreme Computing , Optimal Trading Trajectory Problem Using , Quantum Annealer ,

"Genetic Algorithm based Fuzzy Logic Controller for Optimal Charging-Di" by M. Faisal, M. A. Hannan et al.

Microgrid (MG) concept with renewable technologies have the challenges of supplying reliable power considering the intermittent nature of the sources. Energy storage system (ESS) has become a viable solution to control the power fluctuation and thus providing the reliable power to the consumer. However, commonly used charging-discharging control techniques have the limitations of solving overcharging or over-discharging problem, fast charging capability, and rapid response time. To overcome these problems, fuzzy logic controller (FLC) has been proposed to control the charging-discharging due to its easy implementation, no mathematical calculation, and simplicity. However, existing FLC technologies have the limitations in considering the battery control parameters, and selecting the safe operating region (20% to 80%) of the battery state of charge (SOC). Therefore, this research proposes an improved FLC considering the available power from grid and distributed sources, load demand, batt ....

Energy Storage , Genetic Algorithm ,

Algorithms Unlocked: How They're Shaping Our Everyday Lives | by Two Techie Vibes | Jan, 2023

As technology continues to advance, algorithms have become an integral part of our everyday lives. From the moment we wake up and check our phones to the moment we go to bed, algorithms are working… ....

Google Pagerank , Netflix Cinematch , Bing Msnbot , Google Tensorflow , European Centre For Medium , International Classification Of Diseases , Microsoft Azure Cognitive Services , Uber Advanced Technologies Group , National Oceanic , Atmospheric Administration , Recurrent Neural Networks Rnns , Convolutional Neural Networks Cnns , Algorithms Unlocked , How They Re Shaping Our Everyday , Cognitive Toolkit , Azure Cognitive Services , Random Forest , Advanced Technologies Group , Global Forecast System , European Centre , Medium Range Weather Forecasts , International Classification , Systematized Nomenclature , Medicine Clinical Terms , Logistic Regression , Genetic Algorithm ,