Future applications in neural network optimization in which genetic algorithm can perhaps play a significant role are also presented.doi:10.1016/0167-8191(90)90086-OD WhitleyT StarkweatherC BogartElsevier B.V.Parallel Computing
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This paper describes application of Genetic algorithm (GA) for design of network configuration and for learning of neural network. Design of network configuration is the first area for GA exercise in relation to neural network. The number of neurons in network and placement to the layers has big...
Optimal selection of factors using Genetic Algorithms and Neural Networks for the prediction of students' academic performance In this research, we propose to use a Genetic Algorithm with an Artificial Neural Network as fitness function in order to solve one of the most important p... OA Echegaray...
Proposes a neural network (NN) and genetic algorithm (GA)-based hybrid approach for expanded job-shop scheduling problem. Use of GA for sequence optimization; Functionality of NN for optimization of operation start times with a fixed sequence; Ability of neurons to represent processing restrictions ...
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,并得到...
基于遗传算法的神经网络参数优化研究 research on optimize neural network parameters based on genetic algorithm 下载积分: 1800 内容提示: 第42卷第1I期2012年6月.数学的实践+i 认识I、IATIIEM ATICS l N PRACTI CE AN DTH EO RYV01.42,N o.11J un..2012基于遗传算法的神经网络参数优化研究焦纲领· ,...
网络遗传神经网络 网络释义 1. 遗传神经网络 1. GANN:遗传神经网络(Genetic Algorithm Neural Network) | 江恩 | 氮化镓 | 神经网路2. gann fan: 江恩角度线 | 角度线 | 江恩扇... www.showxiu.com|基于 1 个网页 释义: 全部,遗传神经网络
它们分别是前馈型脉冲神经网络(feed-forward spiking neural network)、递归型脉冲神经网络(recurrent spiking neural network)和混合型脉冲神经网络(hybird spiking neural network)。 1. 前馈型脉冲神经网络 在多层前馈脉冲神经网络结构中,网络中的神经元是分层排列的,输入层各神经元的脉冲序列表示对具体问题输入数据的...
In this paper,we introduce the principle of genetic algorithms on floating point representation and apply it to optimize the weights and thresholds of a neural network.We propose to use the neural network trained with the genetic algorithms to modle the dynamic non linear system. 关键词: Genetic...