Articles tagged with Genetic Algorithms
A study published in the World Journal of Gastroenterology found that artificial neural networks can accurately predict thyroid disease in patients with atrophic body gastritis. The analysis of 253 ABG patients revealed a high accuracy rate of 76%, correctly identifying 82% of patients with thyroid disease.
Researchers developed an improved dosing formula for warfarin that takes into account genetic variations in VKORC1 and CYP2C9 genes. This approach enables faster and more accurate estimation of the optimal warfarin dose, cutting dosage changes and potentially increasing patient safety.
Researchers at Temple University's Center for Advanced Photonics Research are working on developing cyclic ozone, a molecule with three times the energy of normal ozone, which could play a crucial role in powering future space missions. The team plans to use ultrafast lasers to synthesize the molecule using an evolutionary search strat...
Researchers apply Darwinian principles to optimize car setup for better performance. The study uses genetic algorithms to combine the best settings of Formula One cars, resulting in a 0.88-second lap time improvement.
Physicist Richard A. Loomis is using lasers to observe and control chemical reactions in real-time, creating 'movies' of molecules forming and breaking at atomic resolution. By recording snapshots at precise times, he aims to understand reaction dynamics and potentially improve industrial production processes.
Purdue University engineers used genetic algorithms to design innovative constellations of satellites orbiting the Earth, reducing blackout times by 90 minutes. The algorithm discovered unconventional designs with non-equal spaced satellites, offering better performance and surprising aerospace experts.
Computer models at UW-Madison use genetic algorithms to optimize engine performance, increasing fuel efficiency while reducing pollution. The results demonstrate significant improvements in nitric oxide and soot emissions, as well as a 15% reduction in fuel consumption.
A recent study found that an introduced fruit fly, Drosophila subobscura, has evolved a wing size pattern mimicking established populations in Europe within two decades of its introduction to North America. The fly's rapid evolution has significant implications for the dynamics of invasions and native species interactions.
Researchers developed an optimization tool to reduce long-term sampling and monitoring costs at contaminated groundwater sites. The methodology combines simulation and plume-interpolation tools to accurately quantify contaminant mass while minimizing costs.
Researchers find that the Jamaican tree crab and its relatives are not related to ocean-dwelling crabs but evolved from a common Jamaican marine ancestor. The species made a rapid evolutionary leap, adapting to their new environment in just 4 million years.
Researchers at the University of Illinois have developed a genetic algorithm that optimizes low-thrust trajectories for interplanetary missions, increasing payload capability and flexibility.