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ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING 211 Bing-Yuan Cao Hadi Nasseri (Eds.) Fuzzy Information & Engineering and Operations Research & Management 123 Advances in Intelligent Systems and Computing Volume 211 Series editor Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland e-mail: [email protected] For furthervolumes: http://www.springer.com/series/11156 About this Series The series ‘‘Advances in Intelligent Systems and Computing’’ contains publications on theory, applications,anddesignmethodsofIntelligentSystemsandIntelligentComputing.Virtuallyall disciplines such as engineering, natural sciences, computer and information science, ICT, economics,business,e-commerce,environment,healthcare,lifesciencearecovered.Thelistof topicsspansalltheareasofmodernintelligentsystemsandcomputing. The publications within ‘‘Advances in Intelligent Systems and Computing’’ are primarily textbooks and proceedings of important conferences, symposia and congresses. They cover significantrecentdevelopmentsinthefield,bothofafoundationalandapplicablecharacter.An important characteristic feature of the series is the short publication time and world-wide distribution.Thispermitsarapidandbroaddisseminationofresearchresults. Advisory Board Chairman Nikhil R. Pal, Indian Statistical Institute, Kolkata, India e-mail: [email protected] Members 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, Gy}or, 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] Bing-Yuan Cao Hadi Nasseri • Editors Fuzzy Information & Engineering and Operations Research & Management 123 Editors Bing-Yuan Cao Hadi Nasseri School ofMathematics and Information Department of Mathematics andComputer Science, GuangzhouHigher Sciences Education MegaCenter Mazandaran University GuangzhouUniversity Babolsar Guangzhou Iran People’s Republic ofChina ISSN 2194-5357 ISSN 2194-5365 (electronic) ISBN 978-3-642-38666-4 ISBN 978-3-642-38667-1 (eBook) DOI 10.1007/978-3-642-38667-1 SpringerHeidelbergNewYorkDordrechtLondon LibraryofCongressControlNumber:2013949431 (cid:2)Springer-VerlagBerlinHeidelberg2014 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartof the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation,broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionor informationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar methodology now known or hereafter developed. Exempted from this legal reservation are brief excerpts in connection with reviews or scholarly analysis or material supplied specifically for the purposeofbeingenteredandexecutedonacomputersystem,forexclusiveusebythepurchaserofthe work. Duplication of this publication or parts thereof is permitted only under the provisions of theCopyright Law of the Publisher’s location, in its current version, and permission for use must always be obtained from Springer. Permissions for use may be obtained through RightsLink at the CopyrightClearanceCenter.ViolationsareliabletoprosecutionundertherespectiveCopyrightLaw. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexempt fromtherelevantprotectivelawsandregulationsandthereforefreeforgeneraluse. While the advice and information in this book are believed to be true and accurate at the date of publication,neithertheauthorsnortheeditorsnorthepublishercanacceptanylegalresponsibilityfor anyerrorsoromissionsthatmaybemade.Thepublishermakesnowarranty,expressorimplied,with respecttothematerialcontainedherein. Printedonacid-freepaper SpringerispartofSpringerScience+BusinessMedia(www.springer.com) Editorial Committee Editors: Bing-yuan Cao (China) Hadi Nasseri (Iran) Honorary Editors: Lotfi A. Zadeh (USA) Ying-ming Liu (China) Steering Committee: J. C. Bezdek (USA) Z. Bien (Korea) D. Dubois (France) Gui-rong Guo (China) M. M. Gupta (Canada) Xin-gui He (China) Abraham Kandel (Hungary) E. Mamdani (UK) R. P. Nikhil (India) M. Sugeno (Japan) Hao Wang (China) P. Z. Wang (USA) Jing-zhong Zhang (China) H. J. Zimmermann (Germany) Members: K. Asai (Japan) Shi-zhong Bai (China) J. P. Barthelemy (France) Tian-you Chai (China) Guo-qing Chen (China) Mian-yun Chen (China) Shui-li Chen (China) Ovanes Chorayan (Russia) Sen-lin Cheng (China) He-pu Deng (Australia) Shu-cherng Fang (USA) M. Fedrizzi (Italy) Jia-li Feng (China) Yin-jun Feng (China) v vi EditorialCommittee Si-cong Guo (China) Jinping Ou (China) Ming-hu Ha (China) Witold Pedrycz (USA) Li-yan Han (China) H. Prade (France) Zhi-feng Hao (China) D. A. Ralescu (USA) Cheng-ming Hu (USA) E. Sanchez (France) Bao-qing Hu (China) Victor V Senkevich (Russia) Hiroshi Inoue (Japan) Qiang Shen (UK) Lin-min Jia (China) Kai-quan Shi (China) Guy Jumarie (Canada) Zhen-ming Song (China) J. Kacprzyk (Poland) Lan Su (China) Jim Keller (USA) Enric Trillas (Spain) E. E. Kerre (Belgium) Guo-qing Wang (China) K. H. Kim (USA) Xi-zhao Wang (China) N. Kuroki (Japan) Xue-ping Wang (China) D. Lakov (Bulgaria) Zhen-yuan Wang (USA) Tsu-TianLee(ChinaTaiwan) Xin-jiang Wei (China) Dong-hui Li (China) Ber-lin Wu (China Taiwan) Hong-xing Li (China) Yun-dong Wu (China) Jun Li (China) Ci-yuan Xiao (China) Tai-fu Li (China) Ruo-ning Xu (China) Yu-cheng Li (China) Yang Xu (China) T. Y. Lin (SUSA) Ze-shui Xu (China) Zhong-fei Li (China) R. R. Yager (USA) Bao-ding Liu (China) T. Yamakawa (Japan) Zhi-qiang Liu (Hongkong) Bing-ru Yang (China) Zeng-liang Liu (China) Liang-zhong Yi (China) Ming Ma (China) Xue-hai Yuan (China) Sheng-quan Ma (China) Qiang Zhang (China) D. Dutta Majumder Cheng-yi Zhang (China) (Calcutta) Nai-rao Zhang (China) Zhi-feng Hao (China) Yun-jie Zhang (China) Hong-hai Mi (China) Yu-bin Zhong M. Mizumoto (Japan) Kai-qi Zou (China) Zhi-wen Mo (China) J. Motiwalla (Singapore) M. Mukaidono (Japan) J. Mustonen (Finland) Shohachiro Nakanishi (Japan) Preface Thisbookisamonographfromsubmissionsfromthe6thInternationalConference on Fuzzy Information and Engineering (ICFIE2012) on October 25–26, 2012 in Babolsar, Iran and from the 6th academic conference from Fuzzy Information & Engineering Branch of Operation Research Society of China (FIEBORSC2012) duringDecember18–24,2012inShenzhen,China.Themonographispublishedby AdvancesinIntelligentSystemsandComputing(AISC),Springer,ISSN:2194-5357. This year, we have received more than 300 submissions. Each paper has undergone a rigorous review process. Only high-quality papers are included in it. The book, containing papers, is divided into Seven main parts: Part I—themes on ‘‘Programming and Optimization’’. Part II—subjects on ‘‘Lattice and Measures’’. Part III—topics are discussed on ‘‘Algebras and Equation’’ appearance. Part IV—ideas circle around ‘‘Forecasting, Clustering and Recognition’’. Part V—focuses on ‘‘Systems and Algorithm’’. Part VI—thesis on ‘‘Graph and Network’’. Part VII—dissertations on ‘‘Others’’. We appreciate the organizations sponsored by Mazandaran University, Iran; FuzzyInformationandEngineeringBranchofChinaOperationResearchSociety; China Guangdong, Hong Kong and Macao Operations Research Society, and Guangdong Province Operations Research Society. We are showing gratitude to the Iranian Fuzzy Systems Society; Iranian Operation Research Society; Fuzzy Information and Engineering Branch of International Institute of General Systems Studies in China (IIGSS-GB), and Guangzhou University for Co-sponsorships. We wish to express our heart-felt appreciation to the Editorial Committee, reviewers,andourstudents.Inparticular,wearethankfultoDoctoral:Ren-jieHu, Hong Mai; Master: Zhi-ping Zhu, who have contributed a lot to the development of this issue. We appreciate all the authors and participants for their great con- tributionsthatmadethese conferencespossibleandallthe hardworkworthwhile. Meanwhile, we are thankful to China Education and Research Foundation; China ScienceandEducationPublishingHouse,andChinaCharityPressPublishingand its president Mr. Dong-cai Lai for sponsoring. vii viii Preface Finally,we thankthepublisher,Springer,for publishing theAISC(Notes:Our series of conference proceedings by Springer, like Advances in Soft Computing (ASC), AISC, (ASC 40, ASC 54, AISC 62, AISC 78, AISC 82 and AISC 147, have been included into EI and all are indexed by Thomson Reuters Conference Proceedings Citation Index (ISTP)), and thank the supports coming from inter- national magazine Fuzzy Information and Engineering by Springer. March, 2013 Bing-yuan Cao Hadi Nasseri Contents Part I Programming and Optimization Fuzzy Modeling of Optimal Initial Drug Prescription. . . . . . . . . . . . . 3 Mostafa Karimpour, Ali Vahidian Kamyad and Mohsen Forughipour Decision Parameter Optimization of Beam Pumping Unit Based on BP Networks Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 Xiao-hua Gu, Zhi-qiang Liao, Sheng Hu, Jun Yi and Tai-fu Li Optimization Strategy Based on Immune Mechanism for Controller Parameters. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21 Xian-kun Tan, Chao Xiao and Ren-ming Deng Preinvex Fuzzy-valued Function and Its Application in Fuzzy Optimization. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 31 Zeng-tai Gong, Yu-juan Bai and Wen-qing Pan Posynomial Geometric Programming with Fuzzy Coefficients. . . . . . . 43 Ren-jie Hu, Bing-yuan Cao and Guang-yu Zhang Global Optimization of Linear Multiplicative Programming Using Univariate Search . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 51 Xue-gang Zhou Affine SIFT Based on Particle Swarm Optimization. . . . . . . . . . . . . . 57 Xue-lian Cao, Guo-Rong Cai and Shui-li Chen Genetic Quantum Particle Swarm Optimization Algorithm for Solving Traveling Salesman Problems . . . . . . . . . . . . . . . . . . . . . 67 Wei-quan Yao An Improved Optimization Algorithm for Solving Real Eigenvalue and Eigenvector of Matrixes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 75 Wei-quan Yao ix

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Fuzzy Information & Engineering and Operations Research & Management is the monograph from submissions by the 6th International Conference on Fuzzy Information and Engineering (ICFIE2012, Iran) and by the 6th academic conference from Fuzzy Information Engineering Branch of Operation Research Society
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