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sorting genetic algorithm-II (NSGA-II) in conjunction with Monte Carlo simulation (MCS) to obtain best designs considering both comfort and handling. Road profile is modeled as a random function using... of uncertainties. Key words: probabilistic optimization; vehicle suspension; deterministic optimization; ride; handling; genetic algorithm 1 Introduction Nowadays, passenger’s comfort is one of the paramount......
for the complex optimization problem. Recently, many researchers have focused their attentions on the research of intelligent optimization algorithms. Genetic algorithm (GA) [1, 10-12], leap-frog... Carlo techniques [J]. Journal Geotechnical and Geoenvironmental Engineering, 2001, 127(8): 688-698. [10] XIAO Zhuan-wen, ZHANG Qi-zhi, GU Zhao-cen, LIN Yun-mei. Genetic algorithm of the minimum safety......
the genetic algorithm (GA), and the optimized SVM was applied to predict the prediction set. Taking a mine as an example, its drill-hole life was forecast through the GA_SVM model calculation... and has higher accuracy, so it has good promotional value in a similar predictive engineering. Key words: backfill; drill-hole life; support vector machine; genetic algorithm 如何在环境不受破坏的前提下,合理,高效地利用矿产资源......
, cooperativity, communication mechanism among management agent were studied. Function structure of management agent was established and scheduling agent algorithm was also designed based on genetic algorithm... shows that this method is efficient enough to meet the need of active detect complex intrusion. Key words: intrusion detection system; network management; management agent; genetic algorithm ......
to the CLTPSP can be achieved by the LR-GAs.Key words:constrained long-term production scheduling problem; open pit mine; Lagrangian relaxation; genetic algorithm.... This work presents an approach combining genetic algorithms (GAs) and Lagrangian relaxation (LR) to optimally determine the CLTPSP of open pit mines. GAs are stochastic, parallel search algorithms based......
and coordination problems [1]. On the other hand, many intelligent optimization methods have been applied to power network planning, such as the genetic algorithm (GA) [2-3], neural network (NN) [4-5], particle... optimization problem coordinately from the whole. Initially, a variety of implementation methods are listed, such as genetic algorithm, neural network, and PSO. According to the characteristics of different......
force was obtained through the subtraction of the air spring force from the optimum integrated suspension force, which was calculated based on LQG control. Finally, a GA (genetic algorithm)-based... air suspension; linear quadratic Gaussian; genetic algorithm......
-genetic hybrid algorithm and its application LI Yan-bin1, LI Cun-bin1, YANG Shang-dong2 (1. School of Business Administration, North China Electric Power University, Beijing 102206, China; 2.... By integrating the excellence of the artificial immune algorithm and the genetic algorithm, an new artificial immune-genetic hybrid algorithm was proposed, and its evolution game of the genetic algorithm......
influential factors and ground water level variation was analysed, and the characteristics of ground water level in the landslide were discussed. Using a nonlinear genetic algorithm and support vector... in landslides.Key words:ground water level; prediction; landslides; support vector machine; genetic algorithm......
,提高神经网络模型的学习效率和诊断的准确率,诊断精度高,漏报少,无误报现象. 关键词: 遗传算法;变压器;故障诊断 中图分类号:TM731; TP206+.3 文献标识码:A 文章编号: 1672-7207(2005)03-0481-05 A novel genetic algorithm and its application to transformer fault diagnosis..., Changsha 410082, China) Abstract: A novel genetic algorithm is presented. The algorithm is intended to select the individuals with a smaller unfitness value in virtue of multi-point crossover......
