Genetic algorithm (GA)Feedforward neural network (FFNN)Ant colony optimization (ACO)Short-term load forecasting (STLF)Power system planning (PSP) plays a path-decider role for power engineers, during power system operation/expansion or establishing an entirely new plant. Accurate load forecasting (...
ANNgenetic algorithmThis paper describes the application of an artificial neural network, genetic algorithm and analytic network process-technique for order preference by similarity to ideal solution for the selection of the optimum fuel blend. A single-cylinder, constant-speed direct-injection diesel ...
Jin, "Studies on optimization algorithms for some artificial neural networks based on genetic algorithm (GA)", Journal of Computers, Vol. 6, No. 5, pp. 939-946, 2011.Shifei Ding,Xinzheng Xu,Hong Zhu,"Studies on Optimization Algorithms for some Artificial Neural Networks Based on Genetic ...
Read about building neural networks in Python through the tutorial titledArtificial Neural Network Implementation using NumPy and Classification of the Fruits360 Image Datasetavailable at these links: LinkedIn Towards Data Science KDnuggets Tutorial: Optimize Neural Networks with Genetic Algorithm ...
In particular, the RPROP algorithm is applied for the first time in this area. In conjunction with these algorithms, we use a separate data set as validation set during training cycle to improve generalisation. Genetic algorithm (GA) based feature selection is used to select the best feature ...
Tap the power of neural network and genetic algorithm artificial intelligence software techniques to transform your problems into solutions. Easily apply artificial intelligence, neural networks and genetic algorithms yourself with low cost software, free assistance and advice from a company that has been...
6) web-based artificial neural network-genetic algorithm 网络化的神经网络-遗传算法 补充资料:神经网络BP算法 分子式: CAS号: 性质:它是D.Rumellart等人提出的一个监督训练多声能神经网络的算法,每一个训练范例在网络中经过两遍传递计算:一遍向前传播计算,从输入层开始,传递各层并经过处理后,产生一个输出,并得...
Second, the essential elements that control the modifications and alterations made to the genetic material during the evolutionary process are known as basic domain functions. The diversity and complexity of solutions produced by the GP algorithm are influenced by these functions, which specify how gene...
In this paper, a hybrid intelligent approach involving genetic algorithm for artificial neural network development has been proposed for voltage stability margin estimation in power system. The fast and accurate estimation of VSM has been considered as an effective way for assessing the stability of a...
Predicting the Shear Behavior of Cemented and Uncemented Carbonate Sands Using a Genetic Algorithm-Based Artificial Neural Network. Geotech Geol Eng 31, 1231–1248 (2013). https://doi.org/10.1007/s10706-013-9646-2 Download citation Received30 August 2012 Accepted28 March 2013 Published06 April ...