Table Of ContentAdvances in Intelligent Systems and Computing 388
Thi Thi Zin
Jerry Chun-Wei Lin
Jeng-Shyang Pan
Pyke Tin
Mitsuhiro Yokota Editors
Genetic and
Evolutionary
Computing
Proceedings of the Ninth International
Conference on Genetic and Evolutionary
Computing, August 26–28, 2015, Yangon,
Myanmar – Volume II
Advances in Intelligent Systems and Computing
Volume 388
Series editor
Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland
e-mail: [email protected]
About this Series
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
intelligent systems and computing.
The publications within “Advances in Intelligent Systems and Computing” are
primarily textbooks and 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
seriesistheshortpublicationtimeandworld-widedistribution.Thispermitsarapid
and broad dissemination of research results.
Advisory Board
Chairman
Nikhil R. Pal, Indian Statistical Institute, Kolkata, India
e-mail: [email protected]
Members
RafaelBello,UniversidadCentral“MartaAbreu”deLasVillas,SantaClara,Cuba
e-mail: [email protected]
Emilio S. Corchado, University of Salamanca, Salamanca, Spain
e-mail: [email protected]
Hani Hagras, University of Essex, Colchester, UK
e-mail: [email protected]
László T. Kóczy, Széchenyi István University, Győr, Hungary
e-mail: [email protected]
Vladik Kreinovich, University of Texas at El Paso, El Paso, USA
e-mail: [email protected]
Chin-Teng Lin, National Chiao Tung University, Hsinchu, Taiwan
e-mail: [email protected]
Jie Lu, University of Technology, Sydney, Australia
e-mail: [email protected]
Patricia Melin, Tijuana Institute of Technology, Tijuana, Mexico
e-mail: [email protected]
Nadia Nedjah, State University of Rio de Janeiro, Rio de Janeiro, Brazil
e-mail: [email protected]
Ngoc Thanh Nguyen, Wroclaw University of Technology, Wroclaw, Poland
e-mail: [email protected]
Jun Wang, The Chinese University of Hong Kong, Shatin, Hong Kong
e-mail: [email protected]
More information about this series at http://www.springer.com/series/11156
Thi Thi Zin Jerry Chun-Wei Lin
(cid:129)
Jeng-Shyang Pan Pyke Tin
(cid:129)
Mitsuhiro Yokota
Editors
Genetic and Evolutionary
Computing
Proceedings of the Ninth International
Conference on Genetic and Evolutionary
–
Computing, August 26 28, 2015, Yangon,
–
Myanmar Volume II
123
Editors
ThiThiZin PykeTin
Faculty of Engineering Faculty of Engineering
University of Miyazaki University of Miyazaki
Miyazaki Miyazaki
Japan Japan
Jerry Chun-Wei Lin MitsuhiroYokota
Schoolof Computer Science and Faculty of Engineering
Technology University of Miyazaki
Harbin Institute of Technology Shenzhen Miyazaki
GraduateSchool Japan
Shenzhen
China
Jeng-Shyang Pan
Collegeof Information Science and
Engineering
Fujian University of Technology
Fuzhou
China
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-3-319-23206-5 ISBN978-3-319-23207-2 (eBook)
DOI 10.1007/978-3-319-23207-2
LibraryofCongressControlNumber:2015946740
SpringerChamHeidelbergNewYorkDordrechtLondon
©SpringerInternationalPublishingSwitzerland2016
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Preface
This volume composes the proceedings of the Ninth International Conference on
Genetic and Evolutionary Computing (ICGEC 2015), which was hosted by
University of Computer Studies, Yangon and was held in Yangon, Myanmar on
26–28, August, 2015. ICGEC 2015 was technically co-sponsored by Springer,
Ministry of Science and Technology, Myanmar, University of Computer Studies,
Yangon, University of Miyazaki in Japan, Kaohsiung University of Applied
Science in Taiwan, Fujian University of Technology in China and VSB-Technical
University of Ostrava. It aimed to bring together researchers, engineers, and poli-
cymakerstodiscusstherelatedtechniques,toexchangeresearchideas,andtomake
friends.
93 excellent papers were accepted for the final proceeding. Three plenary talks
were kindly offered by: Professor Chin-Chen Chang (IEEE Fellow, IET Fellow,
FengChiaUniversity,Taiwan),ProfessorYutakaIshibashi(IEICEFellow,Nagoya
InstituteofTechnology,Japan),andProfessorJunMurai(KeioUniversity,Japan).
Prof. Jun Murai is known as the “Internet samurai” and, in Japan has also been
called “the father of the Internet in Japan”.
We would like to thank the authors for their tremendous contributions. We
would also express our sincere appreciation to the reviewers, Program Committee
membersandtheLocalCommitteemembersformakingthisconferencesuccessful.
Finally, we would like to express special thanks for the financial support from
University of Miyazaki, Japan in making ICGEC 2015 possible.
June 2015 Thi Thi Zin
Jerry Chun-Wei Lin
Jeng-Shyang Pan
Pyke Tin
Mitsuhiro Yokota
v
Conference Organization
Advisory Committee Chairs
Hiromitsu Hama (HonorableProfessor)OsakaCityUniversity,Japan
Pyke Tin (Former Rector) University of Computer Studies,
Myanmar
Bin-Yih Liao KaohsiungUniversity ofApplied Sciences,Taiwan
Fujio Imai University of Miyazaki, Japan
Jun Murai Keio University, Japan
Advisory Committee Members
Thomas Coughlin USA
R.M. Phatarfod Australia
Thein Oo Myanmar ICT Development Cooperation,
Myanmar
Takashi Toriu Osaka City University, Japan
Toshiaki Itami University of Miyazaki, Japan
Masahiro Hamano Asia SEED, Japan
Akinori Nishihara Tokyo Institute of Technology, Japan
General Chairs
Kyaw Zwa Soe Ministry of Science and Technology, Myanmar
Tatsuo Suganuma University of Miyazaki, Japan
Vaclav Snasel VSB-Technical University of Ostrava, Czech
Republic
vii
viii ConferenceOrganization
Program and Steering Committee Chairs
Jeng-Shyang Pan Fujian University of Technology, China
Xin Huan Jiang Fujian University of Technology, China
Thi Thi Zin University of Miyazaki, Japan
Local Organization Committee Chairs
Mie Mie Mie Thet Thwin UniversityofComputerStudies,Yangon,Myanmar
Aye Myint Yangon Technological University, Myanmar
Invited Session Chairs
Junzo Watada Waseda University, Japan
Ching-Yu Yang National Penghu University, Taiwan
Shu-Chun Chu Flinders University, Australia
Publication Chairs
Mitsuhiro Yokota University of Miyazaki, Japan
Jerry Chun-Wei Lin Harbin Institute of Technology Shenzhen Graduate
School, China
Finance Chairs
Mie Mie Khin University of Computer Studies, Mandalay,
Myanmar
Soe Soe Khaing UniversityofTechnology(YatanarponCyberCity),
Myanmar
Social Event Chairs
Myint Myint Than Myanmar Computer Federation, Myanmar
Nay Chi Lai Lai Thein ICTTI, Myanmar
Nang Saing Mon Khan UniversityofComputerStudies,Yangon,Myanmar
ConferenceOrganization ix
Program Committee Members
Noriyuki Hayashi University of Miyazaki, Japan
Koichi Tanno University of Miyazaki, Japan
Saw Sandar Aye University of Information Technology, Myanmar
Moe Pwint University of Computer Studies, Mandalay,
Myanmar
Win Aye Computer University, Mandalay, Myanmar
Thin Thu Naing Computer University, Taunggyi, Myanmar
Aung Win University of Technology (YCC), Myanmar
Khin Mar Lar Htun Computer University, Hinthada, Myanmar
Myat Thidar Mon University of Information Technology, Myanmar
Thandar Thein Computer University, Aubin, Myanmar
Ei Ei Hlaing Computer University, Taungoo, Myanmar
Nilar Thein Computer University, Meikhtila, Myanmar
Myint Myint Khaing Computer University, Pinlon, Myanmar
Nan Saw Kalayar Computer University, Taunggyi, Myanmar
Than Nwe Aung University of Computer Studies, Mandalay,
Myanmar
Khun Oo Myanmar Computer Federation, Myanmar
Tianhua Liu Shenyang Normal University, China
Chang-Tsun Li University of Warwick, UK
Sheau-Dong Lang Central Florida University, USA
Feng-Cheng Chang Tamkang University, Taiwan
Yuh-Yih Lu Minghsin University of Science and Technology,
Taiwan
Yueh-Hong Chen Far East University, Taiwan
Fa-xin Yu Zhejiang University, China
Chin-Chen Chang Feng Chia University, Taiwan
Alexander Gelbukh National Polytechnic Institute, Mexico
A. Fuster-Sabater Institute of Applied Physics, Spain
Aurora Trinidad Federal University of Parana, Brazil
Ramirez Pozo
Brijesh Verma Central Queensland University, Australia
Chien-Chang Hsu Fu-Jen Catholic University, Taiwan
Chung-Huang Yang National Kaohsiung Normal University, Taiwan
Chang-Shing Le National University of Tainan, Taiwan
Chao-Chun Chen Southern Taiwan University, Taiwan
Cheng-Hsiung Hsieh Chaoyang University of Technology, Taiwan
Chian C. Ho NationalYunlinUniversityofScienceTechnology,
Taiwan
Djamila Ouelhadj University of Portsmouth, UK
Enrique Herrera-Viedma University of Granada, Spain
Gheorghita Ghinea Brunel University, UK
x ConferenceOrganization
Georgios Ch. Sirakoulis Democritus University of Thrace, Greece
Yue Li Nankai University, China
Huey-Ming Lee Chinese Culture University, Taiwan
Isabel Jesus Institute of Engineering of Porto, Portugal
Isabel L. Nunes Universidade Nova Lisboa, Portugal
Jorge Nunez Mc Leod Universidad Nacional de Cuyo, Argentina
Jiun-Huei Ho Cheng Shiu University, Taiwan
Jose Alfredo F. Costa Federal University (UFRN), Brazil
Kazumi Nakamatsu University of Hyogo, Japan
Kwok-Yan Lam Tsinghua University, China
Lily Lin China University of Technology, Taiwan
Lotfi Ben Romdhane Lotfi Ben Romdhane, Tunisia
Massimo De Gregorio Istituto di Cibernetica, Italia
Mario Koeppen Kyushu Institute of Technology, Japan
Michal Wozniak Wroclaw University of Technology, Portugal
Mohsen Askari University of Technology Sydney, Australia
Mauricio Papa University of Tulsa, USA
Ramin Halavati Sharif University of Technology, Iran
Shu-Chuan Chu Cheng-Shiu University, Taiwan
Sebastian Ventura University of Cordoba, Spain
Selva S. Rivera Universidad Nacional de Cuyo, Argentina
Yung-Jong Shiah Kaohsiung Medical University, Taiwan
Michael N. Vrahatis University of Patras, Greece
Xiao-Jun Zeng University of Manchester, UK
Xiao-Zhi Gao Helsinki University of Technology, Finland
Yongjian Hu South China University of Technology, China
Yu-lung Lo Chaoyang University of Technology, Taiwan
Yusuke Nojima Osaka Prefecture University, Japan
Zhigang Zeng Huazhong University of Science and Technology,
China
Xinpeng Zhang Shanghai University, China
Jun-Bao Li Harbin Institute of Technology, China
Yongping Zhang Hisilicon Technologies Co., China
Albert B. Jeng Jinwen University of Science and Technology,
Taiwan
Wang Lidong National Computer Network Emergency Response
technical Coordination Center of China, China
Tsung-Che Chiang National Taiwan Normal University, Taiwan
Show-Jane Yen Mining Chuan University, Taiwan
Jung-San Lee Feng Chia University, Taiwan
Wen-Yang Lin National University of Kaohsiung, Taiwan
Julio Cesar Nievola Pontificia Universidade Catolica do Parana, Brazil
Stefanos Gritzalis University of the Aegean, Greece
Jerry Chun-Wei Lin Harbin Institute of Technology Shenzhen Graduate
School, China
