By Chen-Feng Wu, Yu-Teng Chang, Chih-Yao Lo, Han-Sheng Zhuang (auth.), Zhigang Zeng, Jun Wang (eds.)

ISBN-10: 3642129897

ISBN-13: 9783642129896

This booklet is part of the court cases of the 7th overseas Symposium on Neural Networks (ISNN 2010), hung on June 6-9, 2010 in Shanghai, China. ISNN 2010 bought various submissions from approximately hundreds of thousands of authors in approximately forty international locations and areas throughout six continents . in response to the rigorous peer-reviews through this system committee contributors and the reviewers, 108 top of the range papers have been chosen for courses in Lecture Notes in electric Engineering (LNEE) lawsuits. those papers conceal all significant themes of the engineering designs and purposes of neural community study. as well as the contributed papers, the ISNN 2010 technical software integrated 4 plenary speeches through Andrzej Cichocki (RIKEN mind technology Institute, Japan), Chin-Teng Lin (National Chiao Tung college, Taiwan), DeLiang Wang (Ohio kingdom collage, USA), Gary G. Yen (Oklahoma nation collage, USA).

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Xie hyper-parameters into run, implements automatic estimation of ‘nuisance’ parameters, and its kernel function doesn’t need to satisfy ‘Mercer’ condition, its calculate complexity is dramatically reduced and the operating speed is advanced. So the RVM has been applied to much industrial process recently [8,9]. In the paper, we constructs the wavelet relevance vector machine(WRVM) regression prediction model with the wavelet transform and relevance vector machine, and uses to analyze and predicts the heat exchanger fouling increase.

The altitude is between 1700 meters to 2300 meters. 6 , and average annual rainfall is 864 millimeters. Chuxiong belongs to subtropical monsoon climate [22]. 2 Sequential Variation of Urban Heat Island in Chuxiong City According to the professor Ping He's research [6], in the years prior to 1988, the urban heat island intensity in Chuxiong city was below 1 , since then, the intensity was going up over 1 . It increased quickly and reached 2 in 2006 (Figure 2). ℃ ℃ ℃ Fig. 2. Variation of annual heat island intensity in Chuxiong city from 1959 to 2000 The maximum value of heat island intensity in Chuxiong city from 1980 to 2000 happened in spring (from March to April), the minimum happened in summer (from June to July) (Figure 3).

The model order is 3, the input layer nodes number using the network is 2, hidden layer node number s is 5, and output layer nodes number is 1. After 15000 iterations, the network converges, and the steady network structure, The Study of Forecasting Model of Rock Burst for Acoustic Emission 17 connection weights and threshold are got. The fitted and measured values are compared in Table 1. Table 1. 61 Table 2. 62%. The rates of acoustic emission at 265s and 270s are predicted, and compared with the record values to test the correctness of the model.

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Advances in Neural Network Research and Applications by Chen-Feng Wu, Yu-Teng Chang, Chih-Yao Lo, Han-Sheng Zhuang (auth.), Zhigang Zeng, Jun Wang (eds.)

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