International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications最新文献_第4页

A novel self-adaptive quantum genetic algorithm 一种新的自适应量子遗传算法

International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications Pub Date : 2012-05-29 DOI: 10.1109/ICNC.2012.6234563

Lin-xiu Sha, Yuyao He

{"title":"A novel self-adaptive quantum genetic algorithm","authors":"Lin-xiu Sha, Yuyao He","doi":"10.1109/ICNC.2012.6234563","DOIUrl":"https://doi.org/10.1109/ICNC.2012.6234563","url":null,"abstract":"The current quantum evolution algorithms have slow convergence rate and poor robustness. In order to overcome the two shortages, a novel self-adaptive quantum genetic algorithm is proposed. Firstly, the new algorithm adopts an encoding method which is based on the Bloch spherical coordinates. Secondly, in the process of searching the optimal solution, a self-adaptive factor is introduced to reflect the relative change rates which are relative to the difference of the best individual's objective fitness between the parent generation and the child generation. The convergence rate and direction of the algorithm can be improved by adjusting the factor. The rules of updating the rotation angle and are constructed. Finally, using hadamard gate of the quantum in the mutation strategy, it can enhance the diversity of population. The simulation results of the optimizing problem of the multidimensional complex functions show that the new algorithm has not only avoided effectively the premature and improved the convergence rate, but also boosted strikingly efficiency and stability robustness of the algorithm.","PeriodicalId":87274,"journal":{"name":"International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications","volume":"40 1","pages":"618-621"},"PeriodicalIF":0.0,"publicationDate":"2012-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87246857","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Single neuron adaptive controller for doubly-fed motor drive system 双馈电机驱动系统的单神经元自适应控制器

International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications Pub Date : 2012-05-29 DOI: 10.1109/ICNC.2012.6234595

Zongbin Ye, Wei Jing, Chen Xia

引用次数: 0

A bacterial foraging strategy-based recurrent neural network for identifying and controlling nonlinear systems 基于细菌觅食策略的递归神经网络辨识与控制非线性系统

International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications Pub Date : 2012-05-29 DOI: 10.1109/ICNC.2012.6234652

H. Ge, Liang Sun

{"title":"A bacterial foraging strategy-based recurrent neural network for identifying and controlling nonlinear systems","authors":"H. Ge, Liang Sun","doi":"10.1109/ICNC.2012.6234652","DOIUrl":"https://doi.org/10.1109/ICNC.2012.6234652","url":null,"abstract":"Identification and control of nonlinear dynamic system plays an important role in many applications. In this paper, a novel bacterial foraging strategy-based Elman neural network is proposed for identifying and controlling nonlinear systems. We first present a learning algorithm for dynamic recurrent networks based on a bacterial foraging strategy oriented by quorum sensing and communication. The proposed algorithm computes concurrently both the weights, initial inputs of the context units and self-feedback coefficient of the Elman network. Thereafter, we introduce and discuss a novel control method based on the proposed algorithm. More specifically, a dynamic identifier is constructed to perform speed identification and a controller is designed to perform speed control for Ultrasonic Motors (USM). Numerical experiments show that the identifier and controller can both achieve higher convergence precision and speed. Besides, a preliminary examination on a random perturbation also shows the robust characteristics of the proposed models.","PeriodicalId":87274,"journal":{"name":"International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications","volume":"19 1","pages":"1127-1131"},"PeriodicalIF":0.0,"publicationDate":"2012-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77710681","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Fault diagnosis based on wavelet packet energy and PNN analysis method for rolling bearing 基于小波包能量和PNN分析的滚动轴承故障诊断方法

International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications Pub Date : 2012-05-29 DOI: 10.1109/ICNC.2012.6234751

Jingyi Zhang, Lan Wang, M. Zhu, Yuan Zhu, Qing Yang

引用次数: 4

Research on the classifier with the tree frame based on multiple attractor cellular automaton 基于多吸引子元胞自动机的树形框架分类器研究

International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications Pub Date : 2012-05-29 DOI: 10.1109/ICNC.2012.6234512

Min Fang, WenKe Niu, Xiaosong Zhang

引用次数: 2

A Negative Selection Algorithm Integrated with Immune Network Theory 一种结合免疫网络理论的负选择算法

International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications Pub Date : 2012-05-29 DOI: 10.1109/ICNC.2012.6234774

Jianhua Guo, Haidong Yang

{"title":"A Negative Selection Algorithm Integrated with Immune Network Theory","authors":"Jianhua Guo, Haidong Yang","doi":"10.1109/ICNC.2012.6234774","DOIUrl":"https://doi.org/10.1109/ICNC.2012.6234774","url":null,"abstract":"Negative Selection Algorithm (NSA) is an artificial immune system for anomaly detection. Three weaknesses in NSA are the exponential cost of generating detectors, the difficulty to set the matching threshold, and the deviation between the real and the expected miss detection rate. To improve these weaknesses, a new Negative Selection Algorithm Integrated with Immune Network theory (NSA-IN) was proposed. A matching rule with variable threshold was defined, and clonal selection was adopted to rapidly mature the detectors with low similarity to self bodies and self-adaptively get the matching threshold of detectors, and immune network theory was adopted to optimize the distribution of mature detectors and improve detection rate. Experiments show that, NSA-IN can automatically set the matching threshold, and is the linear cost of generating detectors, and reduces the deviation between the real and the expected miss detection rate. In RFID anomaly detection case, the average miss detection rate of NSA-IN is 0.098, and is lower than that of NSA 0.234.","PeriodicalId":87274,"journal":{"name":"International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications","volume":"11 1","pages":"859-863"},"PeriodicalIF":0.0,"publicationDate":"2012-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86256276","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

The recognition of train wheel tread damages based on PSO-RBFNN algorithm 基于PSO-RBFNN算法的列车车轮踏面损伤识别

International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications Pub Date : 2012-05-29 DOI: 10.1109/ICNC.2012.6234662

Yong Zhao, Hong Ye, Zheng-sheng Kang, Song-shan Shi, Lin Zhou

引用次数: 3

The research of multi-core parallel technology 多核并行技术的研究

International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications Pub Date : 2012-05-29 DOI: 10.1109/ICNC.2012.6234619

Yang Pan, Jianlin Qiu, Li Chen, Xiang Gu, Jianping Chen, Yanyun Chen

引用次数: 0

A kind of method for direction of arrival estimation based on blind source separation demixing matrix 一种基于盲源分离解混矩阵的到达方向估计方法

International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications Pub Date : 2012-05-29 DOI: 10.1109/ICNC.2012.6234543

C. Kang, Wentao Fan, Xin-hua Zhang, Jun Li

引用次数: 2

A research based on K-means clustering and Artificial Fish-Swarm Algorithm for the Vehicle Routing Optimization 基于k均值聚类和人工鱼群算法的车辆路径优化研究

International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications Pub Date : 2012-05-29 DOI: 10.1109/ICNC.2012.6234729

De-gang Ji, Dong-mei Huang

引用次数: 4