Genetic and Evolutionary Computing: Proceedings of the Twelfth International Conference on Genetic and Evolutionary Computing, December 14-17, Changzhou, Jiangsu, China PDF
Preview Genetic and Evolutionary Computing: Proceedings of the Twelfth International Conference on Genetic and Evolutionary Computing, December 14-17, Changzhou, Jiangsu, China
Advances in Intelligent Systems and Computing 834 Jeng-Shyang Pan Jerry Chun-Wei Lin Bixia Sui Shih-Pang Tseng E ditors Genetic and Evolutionary Computing Proceedings of the Twelfth International Conference on Genetic and Evolutionary Computing, December 14–17, Changzhou, Jiangsu, China Advances in Intelligent Systems and Computing Volume 834 Series Editor Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland Advisory Editors Nikhil R. Pal, Indian Statistical Institute, Kolkata, India Rafael Bello Perez, Faculty of Mathematics, Physics and Computing, Universidad Central de Las Villas, Santa Clara, Cuba Emilio S. Corchado, University of Salamanca, Salamanca, Spain Hani Hagras, Electronic Engineering, University of Essex, Colchester, UK László T. Kóczy, Department of Automation, Széchenyi István University, Gyor, Hungary Vladik Kreinovich, Department of Computer Science, University of Texas at El Paso, El Paso, TX, USA Chin-Teng Lin, Department of Electrical Engineering, National Chiao Tung University, Hsinchu, Taiwan Jie Lu, Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, NSW, Australia Patricia Melin, Graduate Program of Computer Science, Tijuana Institute of Technology, Tijuana, Mexico NadiaNedjah,DepartmentofElectronicsEngineering,UniversityofRiodeJaneiro, Rio de Janeiro, Brazil Ngoc Thanh Nguyen, Faculty of Computer Science and Management, Wrocław University of Technology, Wrocław, Poland Jun Wang, Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong Theseries“AdvancesinIntelligentSystemsandComputing”containspublications on theory, applications, and design methods of Intelligent Systems and Intelligent Computing.Virtuallyalldisciplinessuchasengineering,naturalsciences,computer and information science, ICT, economics, business, e-commerce, environment, healthcare,lifesciencearecovered.Thelistoftopicsspansalltheareasofmodern intelligentsystemsandcomputingsuchas:computationalintelligence,softcomput- ingincludingneuralnetworks,fuzzysystems,evolutionarycomputingandthefusion of these paradigms, social intelligence, ambient intelligence, computational neuro- science, artificial life, virtual worlds and society, cognitive science and systems, Perception and Vision, DNA and immune based systems, self-organizing and adaptive systems, e-Learning and teaching, human-centered and human-centric computing, recommender systems, intelligent control, robotics and mechatronics including human-machine teaming, knowledge-based paradigms, learning para- digms,machineethics,intelligentdataanalysis,knowledgemanagement,intelligent agents, intelligent decision making and support, intelligent network security, trust management,interactiveentertainment,Webintelligenceandmultimedia. The publications within “Advances in Intelligent Systems and Computing” are primarily proceedings of important conferences, symposia and congresses. They cover significant recent developments in the field, both of a foundational and applicable character. An important characteristic feature of the series is the short publication time and world-wide distribution. This permits a rapid and broad dissemination of research results. ** Indexing: The books of this series are submitted to ISI Proceedings, EI-Compendex, DBLP, SCOPUS, Google Scholar and Springerlink ** More information about this series at http://www.springer.com/series/11156 Jeng-Shyang Pan Jerry Chun-Wei Lin (cid:129) (cid:129) Bixia Sui Shih-Pang Tseng (cid:129) Editors Genetic and Evolutionary Computing Proceedings of the Twelfth International Conference on Genetic and Evolutionary – Computing, December 14 17, Changzhou, Jiangsu, China 123 Editors Jeng-Shyang Pan Jerry Chun-Wei Lin Fujian Provincial Key Laboratoryof Big Department ofComputing, Mathematics, Data MiningandApplications andPhysics Fujian University of Technology Western Norway University of Applied Fuzhou,Fujian,China Sciences Bergen,Norway Bixia Sui Changzhou Collegeof Information Shih-Pang Tseng Technology Collegeof Smart LivingandManagement Changzhou,Jiangsu, China TajenUniversity Pingtung, Taiwan ISSN 2194-5357 ISSN 2194-5365 (electronic) Advances in Intelligent Systems andComputing ISBN978-981-13-5840-1 ISBN978-981-13-5841-8 (eBook) https://doi.org/10.1007/978-981-13-5841-8 LibraryofCongressControlNumber:2019930370 ©SpringerNatureSingaporePteLtd.2019 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission orinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar methodologynowknownorhereafterdeveloped. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfrom therelevantprotectivelawsandregulationsandthereforefreeforgeneraluse. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained hereinorforanyerrorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregard tojurisdictionalclaimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSingaporePteLtd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore Conference Organization Honorary Chairs Yong Zhou, Changzhou College of Information Technology, China Jeng-Shyang Pan, Fujian University of Technology, China Jhing-Fa Wang, Tajen University, Taiwan Xin Tong, Fujian University of Technology, China Advisory Committee Chairs Tzung-Pei Hong, National University of Kaohsiung, Taiwan Bixia Sui, Changzhou College of Information Technology, China General Chairs Jerry Chun-Wei Lin, Western Norway University of Applied Sciences, Norway Pyke Tin, University of Computer Studies, Myanmar Vaclav Snasel, VSB-Technical University of Ostrava, Czech Republic Program Chairs I-Hsin Ting, National University of Kaohsiung, Taiwan Lyuchao Liao, Fujian University of Technology, China Philippe Fournier-Viger, Harbin Institute of Technology (Shenzhen), China v vi ConferenceOrganization Shih-Pang Tseng, Tajen University, Taiwan Shu-Chuan Chu, Flinders University, Australia Local Organization Chair Jianhui Zhao, Changzhou College of Information Technology, China Electronic Media Chairs Shi-Jian Liu, Fujian University of Technology, China Thi-Thi Zin, University of Miyazaki, Japan Publication Chair Chien-Ming Chen, Harbin Institute of Technology (Shenzhen), China Finance Chair Jui-Fang Chang, National Kaohsiung University of Sciences and Technology, Taiwan Program Committee Members An-chao Tsai, Tajen University, Taiwan Ashish Sureka, Ashoka University, India Bay Vo, Ho Chi Minh City University of Technology, Vietnam Bo Zhang, Changzhou Vocational Institute of Mechatronic Technology, China Chao Huang, Southeast University, China Chien-Ming Chen, Harbin Institute of Technology (Shenzhen), China Chuan Zhu, Changzhou College of Information Technology, China Chun-Hao Chen, Tamkang University, Taiwan Gang Sun, Nanjing College of Information Technology, China Hong Zhu, Changzhou Vocational Institute of Textile and Garment, China Hui Wang, Nanchang Institute of Technology, China Hsun-Hui Huang, Tajen University, Taiwan ConferenceOrganization vii Hua Lou, Changzhou College of Information Technology, China I-Hsin Ting, National University of Kaohsiung, Taiwan Jean Lai, Hong Kong Baptist University, Hong Kong Jerry Chun-Wei Lin, Western Norway University of Applied Sciences, Norway Ji Zhang, University of Southern Queensland, Australia Jimmy Ming-Tai Wu, Shandong University of Science and Technology, China Kawuu W. Lin, National Kaohsiung University of Sciences and Technology, Taiwan Lan Cao, Changzhou College of Information Technology, China Ming-Jin Li, Huaian Vocational College of Information Technology, China Ming-Wei Liu, Tianjin Bohai Vocational Technical College, China Pei-Wei Tsai, Swinburne University of Technology, Australia Qian Yin, Changzhou College of Information Technology, China Shouyun Chu, Changzhou Vocational Institute of Light Industry, China Thi-Thi Zin, University of Miyazaki, Japan Tsu-Yang Wu, Fujian University of Technology, China Tzung-Pei Hong, National University of Kaohsiung, Taiwan Wei-Min Chen, Yili Vocational and Technical College, China Wen-Quan Zeng, Guangdong University of Science and Technology, China Wensheng Gan, Harbin Institute of Technology (Shenzhen), China Xiang-Yang Liu, Nanjing University, China Xiao-Hua Zou, Changzhou College of Information Technology, China Xiao-Jun Fan, Shanghai University, China Xiao-Jun Wu, Jiangnan University, China Xiao-Yan Tang, Changzhou College of Information Technology, China Xin-Chang Zhang, Nanjing University of Information Science and Technology, China Xin-Hua Li, Shandong Polytechnic, China Yi-Chun Lin, Tajen University, Taiwan Yong Zhou, Changzhou Vocational Institute of Engineering, China Yong-Hua Xie, Nanjing Institute of Industry Technology, China Yuh-Chung Lin, Tajen University, Taiwan Yun-Fei Wu, Changzhou College of Information Technology, China Yu-Rong Ren, Changzhou University, China Zai-Wu Gong, Nanjing University of Information Science and Technology, China Ze-Zhong Xu, Changzhou Institute of Technology, China Zhong-Ping Qian, Changzhou College of Information Technology, China Preface ThisvolumecomposestheProceedingsoftheTwelfthInternationalConferenceon Genetic and Evolutionary Computing (ICGEC 2018), which was hosted by Changzhou College of Information Technology and was held in Changzhou, Jiangsu, China on December 14–17, 2018. ICGEC 2018 was technically cospon- soredbyChangzhouCollegeofInformationTechnology(China),FujianProvincial Key Lab of Big Data Mining and Applications (Fujian University of Technology, China), National Demonstration Center for Experimental Electronic Information and Electrical Technology Education (Fujian University of Technology, China), Tajen University (Taiwan), NationalUniversityofKaohsiung(Taiwan),Shandong University of Science and Technology (China), Western Norway University of Applied Sciences (Norway), and Springer. It aimed to bring together researchers, engineers,andpolicymakerstodiscusstherelatedtechniques,toexchangeresearch ideas,andtomake friends.Eighty-oneexcellent papers wereacceptedfor the final proceeding. Six plenary talks were kindly offered by: Prof. James, Jhing-Fa Wang (President of Tajen University, Taiwan, IEEE Fellow), Prof. Zhigeng Pan (HangzhouNormalUniversity,China),Prof.XiudongPeng(ChengzhouCollegeof Information Technology, China), Prof. Jiuyong Li (University of South Australia, Australia), Prof. Philippe Fournier-Viger (Harbin Institute of Technology (Shenzhen), China), and Prof. Peter Peng (University of Calgary, Canada). We would like to thank the authors for their tremendous contributions. We would also like to express our sincere appreciation to the reviewers, Program Committee members, and the Local Committee members for making this conference successful. Fuzhou, China Jeng-Shyang Pan Bergen, Norway Jerry Chun-Wei Lin Changzhou, China Bixia Sui Pingtung, Taiwan Shih-Pang Tseng December 2018 ix Contents Part I Nature Inspired Constrained Optimization A New Advantage Sharing Inspired Particle Swarm Optimization Algorithm. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 Lingping Kong and Václav Snášel Density Peak Clustering Based on Firefly Algorithm . . . . . . . . . . . . . . . 11 Jiayuan Wang, Tanghuai Fan, Zhifeng Xie, Xi Zhang and Jia Zhao A Multi-population QUasi-Affine TRansformation Evolution Algorithm for Global Optimization . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19 Nengxian Liu, Jeng-Shyang Pan, Xiangwen Liao and Guolong Chen Particle Swarm Optimization Based Parallel Input Time Test Suite Construction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29 Yunlong Sheng, Chang’an Wei and Shouda Jiang Improved Whale Optimization Algorithm and Its Application to UCAV Path Planning Problem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 37 Jeng-Shyang Pan, Jenn-Long Liu and En-Jui Liu Part II Recent Advances on Evolutionary Optimization Technologies Effects of Centrality and Heterogeneity on Evolutionary Games . . . . . . 51 Xin Ge, Hui Li and Lili Li An Improvement for View Synthesis Optimization Algorithm . . . . . . . . 65 Chang Liu, Kebin Jia and Pengyu Liu External Hierarchical Archive Based Differential Evolution. . . . . . . . . . 75 Zhenyu Meng, Jeng-Shyang Pan and Xiaoqing Li A GIS-Based Optimization of ACO in UAV Network . . . . . . . . . . . . . . 83 Weifeng Sun, Yuanxun Xing, Guangqun Ma and Shumiao Yu xi
The list of books you might like
