Genetic and Evolutionary Computing: Proceedings of the Twelfth International Conference on Genetic and Evolutionary Computing, December 14-17, Changzhou, Jiangsu, China

Description

This volume of Advances in Intelligent Systems and Computing highlights papers presented at the 12th International Conference on Genetic and Evolutionary Computing (ICGEC 2018). Held from 14 to 17 December 2018 in Changzhou, Jiangsu, China, the conference was co-sponsored by Springer, Changzhou College of Information Technology, Fujian Provincial Key Lab of Big Data Mining and Applications, Fujian University of Technology, National Demonstration Center for Experimental Electronic Information and Electrical Technology Education, Fujian University of Technology, Tajen University, National University of Kaohsiung, and Shandong University of Science and Technology, China. The conference is intended as an international forum for the researchers and professionals in all areas of genetic and evolutionary computing. Front Matter ....Pages i-xvii Front Matter ....Pages 1-1 A New Advantage Sharing Inspired Particle Swarm Optimization Algorithm (Lingping Kong, Václav Snášel)....Pages 3-10 Density Peak Clustering Based on Firefly Algorithm (Jiayuan Wang, Tanghuai Fan, Zhifeng Xie, Xi Zhang, Jia Zhao)....Pages 11-18 A Multi-population QUasi-Affine TRansformation Evolution Algorithm for Global Optimization (Nengxian Liu, Jeng-Shyang Pan, Xiangwen Liao, Guolong Chen)....Pages 19-28 Particle Swarm Optimization Based Parallel Input Time Test Suite Construction (Yunlong Sheng, Chang’an Wei, Shouda Jiang)....Pages 29-36 Improved Whale Optimization Algorithm and Its Application to UCAV Path Planning Problem (Jeng-Shyang Pan, Jenn-Long Liu, En-Jui Liu)....Pages 37-47 Front Matter ....Pages 49-49 Effects of Centrality and Heterogeneity on Evolutionary Games (Xin Ge, Hui Li, Lili Li)....Pages 51-63 An Improvement for View Synthesis Optimization Algorithm (Chang Liu, Kebin Jia, Pengyu Liu)....Pages 65-74 External Hierarchical Archive Based Differential Evolution (Zhenyu Meng, Jeng-Shyang Pan, Xiaoqing Li)....Pages 75-81 A GIS-Based Optimization of ACO in UAV Network (Weifeng Sun, Yuanxun Xing, Guangqun Ma, Shumiao Yu)....Pages 83-90 Front Matter ....Pages 91-91 An Intelligent Temperature Measurement and Control System for the Steel Mill (Yuhang Huang, Yeqing Wang, Gefei Yu)....Pages 93-102 Influence of SVC and STATCOM Access on Voltage Stability of Doubly Fed Wind Turbine (Peiqiang Li, Zhengbang Xia, Lu-Qi Jie, Chuan Lin, Peidong Sun, Pengcheng Cao)....Pages 103-111 Influence of Wind Farm Access on System Small Signal Stability (Peiqiang Li, Lu-Qi Jie, Zheng-Bang Xia, Cai-Jie Weng)....Pages 113-122 Visual QR Code with Beautication and Self-recovery Based on Data Hiding (Huili Cai, Bin Yan, Jeng-Shyang Pan)....Pages 123-130 Cloud Service and APP for Drug–Herb Interaction (Lingyun Feng, Jui-Le Chen, Li-Chai Chen, Shih-Pang Tseng)....Pages 131-136 Front Matter ....Pages 137-137 Design and Implementation of the Health Monitor for Aged People (Zhong-Jie Liu, Shih-Pang Tseng)....Pages 139-143 A Uniform Methodology for Mobile and Desktop Web Applications (Chi-Tsai Yeh, Ming-Chih Chen)....Pages 145-152 Design of Greenhouse Wireless Monitoring System Based on Genetic Algorithm (Lijuan Shi, Shengqiang Qian, Lu Wang, Qing Li)....Pages 153-162 Design and Implementation of Microbiological Fermentation Monitoring System (Jing Wang, Jun Wang, ShengXia Liu)....Pages 163-171 Front Matter ....Pages 173-173 A Bi-level Image Segmentation Framework Using Gradient Ascent (Cheng Li, Baolong Guo, Xinxing Guo, Yulin Yang)....Pages 175-181 Finger Vein Image Registration Based on Genetic Algorithm (Zilong Chen, Wen Wang, Lijuan Sun, Jian Guo, Chong Han, Hengyi Ren)....Pages 183-191 A Review of Satellite Video on Demand with Evolutionary Computing (De Yao Lin, Xuehong Huang)....Pages 193-200 Graph-Regularized NMF with Prior Knowledge for Image Inpainting (Li Liu, Fei Shang, Siqi Chen, Yumei Wang, Xue Wang)....Pages 201-211 Collaborative Filtering Model Based on Time Context for IPTV Live Recommendation (Zhengying Hu, Yun Gao, Xin Wei, Fang Zhou)....Pages 213-222 Front Matter ....Pages 223-223 Virtual Reality Projection Alignment for Automatic Measuring Truck’s Box Volume in Single Image (Wei Sun, Lei Bian, Peng-hui Li, Yue-cheng Li)....Pages 225-232 License Plate Occlusion Detection Based on Character Jump (Wenzhen Nie, Pengyu Liu, Kebin Jia)....Pages 233-242 Reversible Watermarking Based on Adaptive Prediction Error Expansion (Qi Li, Bin Yan, Hui Li, Jeng-Shyang Pan)....Pages 243-251 A New Comprehensive Database for Hand Gesture Recognition (Lanyue Pi, Kai Liu, Yun Tie, Lin Qi)....Pages 253-261 Fast Algorithms for Poisson Image Denoising Using Fractional-Order Total Variation (Jun Zhang, Mingxi Ma, Chengzhi Deng, Zhaoming Wu)....Pages 263-272 Front Matter ....Pages 273-273 An Adaptive Model Parameters Prediction Mechanism for LCU-Level Rate Control (Zeqi Feng, Pengyu Liu, Kebin Jia, Kun Duan)....Pages 275-283 An Image Encryption Scheme Based on the Discrete Auto-Switched Chaotic System (Chunlei Fan, Kai Feng, Xin Huang, Qun Ding)....Pages 285-293 A Robust On-Road Vehicle Detection and Tracking Method Based on Monocular Vision (Ling Xiao, Yongjun Zhang, Jun Liu, Yong Zhao)....Pages 295-302 An AC Power Conditioning with Robust Intelligent Controller for Green Energy Applications (En-Chih Chang, Rong-Ching Wu, Chun-An Cheng)....Pages 303-309 Front Matter ....Pages 311-311 A Distributing Method for Insufficient Supply in P2P Video Broadcast System (Zhiming Cai, Xuehong Huang, Yiwen Ou)....Pages 313-320 An Application of Support States from Speech Emotions in Consensus Building (Ning He, Yang Liu)....Pages 321-329 An Adaptive Algorithm of Showing Intuitively the Structure of a Binary Tree (Pin-Ju Ye, Chun-Guo Huang, Yuan-Wang Hu)....Pages 331-338 Single Actor Pooled Steganalysis (Zichi Wang, Zhenxing Qian, Xinpeng Zhang)....Pages 339-347 Front Matter ....Pages 349-349 Field Analysis and Flux-Weakening Control of PMSM Used in Vehicle (Zhong-Shu Liu)....Pages 351-360 Effects of Different Factors on the Visibility in Kaohsiung Area Using Hierarchical Regression (Chang-Gai Lee, Wen-Liang Lai)....Pages 361-371 Implementation of Data Collection in Smart Living Application (Yuh-Chung Lin, Yu-Chun Liu, Chun-Cheng Wei, Xiaogang Wang)....Pages 373-381 Generalized Benford’s Distribution for Data Defined on Irregular Grid (Li-Fang Shi, Bin Yan, Jeng-Shyang Pan, Xiao-Hong Sun)....Pages 383-391 Application of Bluetooth Low Energy in Smart Connected Lighting (Kai Yang)....Pages 393-400 Front Matter ....Pages 401-401 Applying Wireless Sensors to Monitor the Air Conditioning Management System (Tung-Ming Liang, Yi-Nung Chung, Chao-Hsing Hsu)....Pages 403-409 Research on the Method of Solving Danger Level of Cascading Trips in Power System (Hui-Qiong Deng, Bo-Lan Yang, Chao-Gang Li)....Pages 411-418 Service Migration Based on Software-Defined Networking (Chin-Shiuh Shieh, Cheng-Ta Lu, Yu-Chun Liu, Yuh-Chung Lin)....Pages 419-428 Discussions About Construction of Digital Campus in the Development of Higher Vocational Colleges (Haiying Zhou)....Pages 429-435 Front Matter ....Pages 437-437 Parking Information Acquisition System Based on LoRa and Geomagnetic Sensor (Zhai Wenzheng)....Pages 439-449 Design of Library Reader Deployment and Management System Based on RFID Technology (Lijuan Shi, Yafei Wang)....Pages 451-459 Reliable and Efficient Task Allocation Method in Wireless Sensor Networks (Da-Xiu Zhang, Chia-Cheng Hu, Xiao-Juan Zhu, Rui-Bin Xu)....Pages 461-470 Front Matter ....Pages 471-471 Automatic Training Data Generation Method for Pixel-Level Road Lane Segmentation (Xun Pan, Yutian Wu, Harutoshi Ogai)....Pages 473-481 Breaking CNN-Based Steganalysis (Zhenxing Qian, Cheng Huang, Zichi Wang, Xinpeng Zhang)....Pages 483-491 Meteorite Detection and Tracing with Deep Learning on FPGA Platform (Kuo-Kun Tseng, Jiangrui Lin, Haichuan Sun, K. L. Yung, W. H. Ip)....Pages 493-500 Multi-local Feature Target Detection Method Based on Deep Neural Network (Guojie Li, Wenxue Wei, Wen Sun)....Pages 501-510 Medical Image Diagnosis with Deep Learning on FPGA Platform (Kuo-Kun Tseng, Ran Zhang, Lantian Wang)....Pages 511-517 Front Matter ....Pages 519-519 Innovative Financial Prediction Model Based on Lasso and Keras Neural Network (Xiaogang Wang, Shichen Zhai)....Pages 521-527 Innovative Text Extraction Algorithm Based on TensorFlow (Shichen Zhai, Xiaogang Wang, Di Xiao, Zhiwen Li)....Pages 529-536 Convolutional Neural Networks Implemented by TensorFlow for the Segmentation of Left Ventricular MRI Images (Chih-Yu Hsu, Kuo-Kun Tseng)....Pages 537-544 Financial Analysis with Deep Learning (Kuo-Kun Tseng, Chiye Ou, Ao Huang, Regina Fang-Ying Lin, Xiangmin Guo)....Pages 545-552 An LSTM-Based Topic Flow Pattern Learning Algorithm and Its Application in Deceptive Review Detection (Na Liu, Lu-yu Dong, Shu-Juan Ji)....Pages 553-561 Deep Learning for Image Denoising: A Survey (Chunwei Tian, Yong Xu, Lunke Fei, Ke Yan)....Pages 563-572 Front Matter ....Pages 573-573 Decision Support of Intelligent Factory Evaluation Based on RAGA-AHP (Shaoqin Lu)....Pages 575-582 Hot Topic Detection Based on VSM and Improved LDA Hybrid Model (Qiu Liqing, Liu Haiyan, Fan Xin, Jia Wei)....Pages 583-593 A Public Auditing Scheme with Data Recovery (Tsu-Yang Wu, Chien-Ming Chen, King-Hang Wang, Jimmy Ming-Tai Wu, Jeng-Shyang Pan)....Pages 595-602 Front Matter ....Pages 603-603 A Novel Approach for Objectness Estimation Based on Saliency Segmentation and Superpixels Clustering (Jie Niu, Yi-Wen Jiang, Liang Huang, Hao-Wen Xue)....Pages 605-613 Imbalanced Data Classification Algorithm Based on Integrated Sampling and Ensemble Learning (Yan Han, Mingxiang He, Qixian Lu)....Pages 615-624 Classification of Snoring Sound-Related Signals Based on MLP (Limin Hou, Huancheng Liu, Xiaoyu Shi, Xinpeng Zhang)....Pages 625-632 Extension of Sample Dimension and Sparse Representation Based Classification of Low-Dimension Data (Qian Wang, Yongjun Zhang, Ling Xiao, Yuewei Li)....Pages 633-640 Dynamic Texture Classification with Relative Phase Information in the Complex Wavelet Domain (Qiufei Liu, Xiaoyong Men, Yulong Qiao, Bingye Liu, Jiayuan Liu, Qiuxia Liu)....Pages 641-651 Front Matter ....Pages 653-653 GFSOM: Genetic Feature Selection for Ontology Matching (Hiba Belhadi, Karima Akli-Astouati, Youcef Djenouri, Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu)....Pages 655-660 Matching Biomedical Ontologies Through Compact Evolutionary Simulated Annealing Algorithm (Xingsi Xue, Jie Chen, Jianhua Liu, Dongxu Chen)....Pages 661-668 Study on Information and Integrated of MES Big Data and Semiconductor Process Furnace Automation (Kuo-Chi Chang, Jeng-Shyang Pan, Kai-Chun Chu, Der-Juinn Horng, Huang Jing)....Pages 669-678 An Ontology-Based Recommendation System for ADAS Design (Hsun-Hui Huang, Horng-Chang Yang, Yongjia Yu)....Pages 679-685 Application of Big Data Technology in Student Management Decision (Jianjian Luo)....Pages 687-694 Front Matter ....Pages 695-695 Detection of Opinion Leaders in Social Networks Using Entropy Weight Method for Multi-attribute Analysis (Qiu Liqing, Gao Wenwen, Fan Xin, Jia Wei, Yu Jinfeng)....Pages 697-709 A K-shell Decomposition Based Heuristic Algorithm for Influence Maximization in Social Networks (Qiu Liqing, Yu Jinfeng, Jia Wei, Fan Xin, Gao Wenwen)....Pages 711-722 Predicting the Co-movement of Stocks in the Hong Kong Stock Market (Chen Chuxun, Jean Lai)....Pages 723-734 A New Multi-criteria Recommendation Algorithm for Groups of Users (Shenghui Guo, Shu-Juan Ji, Chunjin Zhang, Xin Wang, Jianli Zhao)....Pages 735-742 Back Matter ....Pages 743-745