Construction Management and EconomicsAl-Sobiei, O. S., Arditi, D., & Polat, G. (2005). Predicting the risk of contractor default in Saudi Arabia utilizing artificial neural network (ANN) and genetic algorithm (GA) techniques. Con- struction Management and Economics, 23(4), 423-430. ...
genetic algorithmland covers classificationneural networkIn this paper, a combination of artificial neural network (ANN)and genetic algorithm(GA) has been proposed as a method to obtain a high accuracy in classification of polarimetric SAR data. First we extracted 57 features based on decomposition ...
Moreover, the genetic algorithm (GA) is adopted for obtaining the dynamic viscosity value of nanofluids. Finally, the results obtained from the designed ANN model and GA are compared. The results show the feasibility of predicting the dynamic viscosity with the designed ANN model. The proposed ...
It has become a hot topic in the application of Artificial Neural Network (ANN) and Genetic Algorithm (GA) to solute concrete structure. 应用神经网络(NN)与遗传算法(GA)来解决混凝土研究中的难点问题,已经成为当前混凝土结构故障诊断研究领域的一个热门课题。 www.ceps.com.tw 5. Artificial neural netwo...
and threshold values by using the genetic algorithm which has the ability of global optimization to dynamically modify the structure and parameters of ANN and to eliminate rate tardiness of neural network training and relapsing into local extremum.Then,in order to verify the feasibility and validity ...
Genetic algorithms are applied here instead of the traditional methods such as the EM algorithm and the Viterbi algorithm. The paper demonstrates performance of an HMM and a hybrid model in modeling the annual number of months, in which some seismic events are recorded. Parameters of the discrete...
A new multi-objective optimization model composed of the artificial neural network (ANN) and the genetic algorithm (GA) methods based on the empirical thermo-physical characteristics of CuO/liquid paraffin nanofluid flow in a pipe is presented for the first time. It means a new optimization /stat...
A novel web-based artificial neural network-genetic algorithm system was applied to new quasi-gaseous state reaction synthesis of mesoporous cubic ZrO_2 spherical particles. 采用一种新颖的基于WEB的人工神经网络-遗传算法系统对介孔立方ZrO_2球形粒子准气相反应合成的新工艺进行了建模与优化设计。4...
(ANN) are a branch of the field known as "Artificial Intelligence" (AI) which may also consists of Fuzzy logic (FL) and Genetic Algorithms (GA). ANN are based on the basic model of the human brain with capability of generalization and learning. The purpose of this simulation to the ...
stainlesssteelheattreatmenttechnologicalparameter andmechanicalpropertieswasestablishedonthebasisofartificialneuralnetwork(ANN)andgeneticalgorithm(GA).The modelinputunithasquenchingtemperature,holdingtime,coolingwayandtemperingtemperature,outputunithastensile strength,yieldstrength,elongationrateandreductionofarea.Theneural...