WebNov 25, 2024 · Coordinated Flocking of UAVs for Improved Connectivity of Mobile Ground Nodes. Conference Paper. Full-text available. Jan 2004. Prithwish Basu. Jason Redi. Vladimir Shurbanov. View. Show abstract. WebNov 1, 2024 · The experimental results show that the improved genetic algorithm has an average increase of 15.6% in recommendation accuracy and 41.9% in recommendation response time compared with the traditional genetic algorithm. ... In this paper, we use the MapReduce programming of Hadoop cluster to implement improved genetic algorithm, …
Reinforced Genetic Algorithm for Structure-based Drug Design
WebFeb 24, 2024 · In this paper, a greedy genetic algorithm, GGA-MLP, is presented to train MLP. The use of domain-specific knowledge enables the generation of good quality initial population. Mean-based crossover and greedy mutation help algorithm in moving toward global optima by exploring the search space thoroughly. Datasets of varying complexities … WebIn this paper, a Genetic Algorithm based Congestion Aware Routing Protocol is proposed which employs the data rate, quality of the link MAC overhead. Congestion aware fitness function is used in the genetic algorithm to fetch congestion reduced routes. 3.1. Estimating quality of the link buend meaning texting
Multiple Sequence Alignment by Quantum Genetic Algorithm
WebNov 5, 2024 · PAPER RESULTS. What Chicco and Jurman found: Random Forest was the best algorithm; Both statistical and machine learning methods show that ejection_fraction and serum_creatinine are among the most important features, and you can build a model on pretty much those alone. RESULTS FROM THIS EXPERIMENT. Genetic Algorithms … Webwhich bases on the genetic algorithm, the monotone it-erative Levenberg-Marquardt method, and the neural network algorithm [1]. A prototype was successfully implemented according to the proposed methodology. Extraction in a global sense shows good accuracy for the 90 nm n-type metal-oxide-semiconductor field ef- WebNov 16, 2024 · Concepts such as ‘genetic algorithms’ and ‘gradient descent’ are prerequisite knowledge. Much of the research in the five Uber AI Labs papers, including the paper I am summarising, builds on research by OpenAI presented in the paper “ Evolution Strategies as a Scalable Alternative to Reinforcement Learning ”. crispy juicy fried chicken