FUZZ-IEEE '99 August 22-25,1999 Seoul, Korea

1999 IEEE International Fuzzy Systems Conference Proceedings

Sponsored by

The IEEE Neural Network Council

In Cooperation with

The Korea Fuzzy Logic and Intelligent Systems Society

Supported by

Ministry of Information and Communication Ministry of Science and Technology Korea Science and Engineering Foundation Korea Research Foundation

Co-sponsored by

The Institute of Electronics Engineers of Korea Korea Information Science Society The Institute of Control, Automation and Systems Engineers Korean Institute of Industrial Engineers Korean Institute of Communication Sciences The Korean Mathematical Society The Korean Institute of Electrical Engineers Korea Expert System Society

HANNOVER TECHNISCHE INFORMATIONSBIBLIOTHEK

Wednesday, August 25,1999 Plenary Speech III "Adaptation, Learning and Evolution for Intelligent Systems" Toshio Fukuda, Futoshi Kobayashi (Nagoya University, Japan)

111-1203

Plenary Speech IV "Fuzzy Data Analysis: Challenges and Perspectives" Rudolf Kruse, Christian Borgelt, DeM Uauck (Otto-von-Guericke-University of Magdeburg, Germany)

111-1211

WM-1

Data and Decision Analysis (IV)

WM-1-1 FARM: A Data Mining System for Discovering Fuzzy Association Rules Wai-Ho Au, Keith C. C. Chan (The Hong Kong Polytechnic University, Hong Kong, China)

111-1217

WM-1-2 Efficient Fuzzy Rule Generation Based on Fuzzy Decision Tree for Data Mining Myung Won Kim, Joong Geun Lee, Changwoo Min (Soongsil University, Korea)

111-1223

WM-1-3 Regression Analysis Based on Fuzzy Evidence Theory Simon Petit-Renaud, Thierry Denoeux (Universite de Technologie de Compiegne, France)

111-1229

WM-1-4 Granular Correlation Analysis in Data Mining Witold Pedrycz (University of Alberta, Canada), Michael H. Smith (University of Calgary, Canada)

111-1235

WM-1-5 Generation of Approximation Rules Using Information Gain Hong Chung (Keimyung University, Korea), Kyung-oak Choi, Hwan-mook Chung (Catholic University of Taeguhyosung, Korea)

111-1241

WM-1-6 Mining Linguistic Summaries of Databases Using Based Lukasiewicz Implication Fuzzy Functional Dependency Sadok Ben Yahia (Campus Universitaire, Tunisia), Ali. Jaoua (King Fahd University for Petroleum and Minerals, Saudi Arabia)

111-1246

WM-2

Pattern Recognition and Clustering

WM-2-1 (Invited special talk) A Fuzzy Approach to Content-Based Image Retrieval Swarup Medasani, Raghu Krishnapuram (Colorado School of Mines, USA)

111-1251

WM-2-2 An Improved Robust Fuzzy Clustering Algorithm William W. Melek, M. Reza Emami, Andrew A. Goldenberg (University of Toronto, Canada)

111-1261

WM-2-3 Unsupervised Feature Selection Using a Fuzzy-Genetic Algorithm Frank Chung-Hoon Rhee, Young Je Lee (Hanyang University, Korea)

111-1266

WM-2-4 Supervised Fuzzy Clustering for Rule Extraction Magne Setnes (Delft University of Technology, The Netherlands)

111-1270

WM-2-5 A Fuzzy Approach to Statistical Models in Speech and Speaker Recognition Dat Tran, Michael Wagner, Tongtao Zheng (University of Canberra, Australia)

111-1275

WM-2-6 A Fuzzy Relative of thefc-MedoidsAlgorithm with Application to Web Document and Snippet Clustering Raghu Krishnapuram (Colorado School of Mines, USA), Anupam Joshi (University of Maryland, USA), Liyu Yi (Colorado School of Mines, USA)

111-1281

WM-3

Control Theory, Systems, and Applications (V)

WM-3-1 New Design for an On-line Adaptive Fuzzy Controller I. Rojas, H. Pomares (University of Granada, Spain), F. Hoffmann (University of California, USA), F. J. Pelayo, A. Prieto (University of Granada, Spain)

111-1287

WM-3-2 Robust Indirect Adaptive Fuzzy Control Yong-Tae Kim (Samsung Electronics Co., Korea), Zeungnam Bien (Korea Advanced Institute of Science & Technology, Korea)

111-1293

WM-3-3 Adaptive Fuzzy Logic Controller Blending the Concepts of Linguistic Hedges and Genetic Algorithms Chuen-Yau Chen, Bin-Da Liu, Ju-Ying Tsao (National Cheng Kung University, Taiwan)

111-1299

WM-3-4 Robust Adaptive Control Using Fuzzy-Neural Controller Jae-Yong Seo (Chung-Ang University, Korea), Seong-Hyun Kim (Tong-Won College, Korea), Hong-Tae Jeon (Chung-Ang University, Korea)

111-1305

WM-3-5 Further Results on Adaptive Control of a Class of Nonlinear Systems with Fuzzy Logic Hugang Han (Hiroshima Prefectural University, Japan), Chun-Yi Su (Concordia University, Canada)

111-1309

WM-3-6 Control of Dead-zone Process Using On-line Parameter-adaptive Fuzzy Logic Control Sang-Ho So (KAIST, Korea), Seok-Yong Oh (ETRI, Korea), Dong-Jo Park (KAIST, Korea)

111-1315

WM-4

Foundations and Theory (II)

WM-4-1 (Invited special talk) The Unbearable Richness of Fuzzy Relational Calculus for Knowledge Processing Etienne E. Kerre (University of Ghent, Belgium)

111-1321

WM-4-2 Differentiation of the Choquet Integral of a Nonnegative Measurable Function Toshihiro Kaino, Kaoru Hirota (Tokyo Institute of Technology, Japan)

111-1322

WM4-3 A Unified View of Ranking Techniques for Fuzzy Numbers Didier Dubois, Henri Prade (Universite Paul Sabatier, France)

111-1328

WM-4-4 A Proposal for a New Fuzzy Probability Distribution Function Yuichi Kato, Terukiyo Izuka, Ryuichi Ohtsuki (Shimane University, Japan), Shizuma Yamaguchi (Yamaguch/ University, Japan)

111-1334

WM-4-5 111-1340 Linguistic Coordinate Transformations for Complex Fuzzy Sets Daniel Moses (University of South Florida, USA), Ofir Degani (Technion-lsrael Institute of Technology, Israel), Horia-Nicolai Teodorescu (The Technical University oflasi, Romania), Menahem Friedman (NRCN, Israel), Abraham Kandel (University of South Florida, USA) WM-4-6 A Concept of a Probability of an Intuitionistic Fuzzy Event Eulalia Szmidt, Janusz Kacprzyk (Polish Academy of Sciences, Poland) WM-5

111-1346

Fuzzy Application (II)

WM-5-1 An Application of Fuzzy Logic to Control the Refrigerant Distribution for the Multi Type Air Conditioner Jung Ho Kim, Kyung Sik Kim, Min Sub Sim, Kyung Hae Han, Bum Suk Ko (LG Electronics Inc., Korea)

111-1350

WM-5-2 Application of a Fuzzy Knowledge Base on Bus Operations under Uncertainty Jao-Hong Cheng (I-Shou University, Taiwan), Yu-Hern Chang (National Cheng Kung University, Taiwan)

111-1355

WM-5-3 A Genetic Algorithm-Based Fuzzy Control of an Electro-Hydraulic Fin Position Servo System Young Jun Park (Samsung Heavy Industries Co., Korea), Sang Yeal Lee (Agency for Defense Development, Korea), Hyung Suck Cho (Korea Advanced Institute of Science & Technology, Korea)

111-1361

WM-5-4 The Design and Development of a Methodology Supportive of a Telematic Distance Learning and Teaching Environment Moncef Kallala (AlAkhawayn University, Morocco), Bernadette Bouchon-Meunier (UPMC, France)

111-1367

WM-5-5 A Study on an Intelligent Power Factor Control Systems Jinwuk Seok, Kyung-sam Choi, Seongwon Cho (Hong Ik University, Korea)

111-1371

WM-5-6 Fuzzy Sliding Mode Mould Level Control in Continuous Casting Process Jatinder S. Bedi (Wayne State University, USA), YeongSeob Kueon (POSCO Technical Research Lab., Korea), Yigon Kim, Chang-Gyoon Lim (Yosu National University, Korea)

111-1376

WM-6

Rule Extraction from Trained Neural Networks (organized session)

WM-6-1 Fuzzy-Arithmetic-Based Approach for Extracting Positive and Negative Linguistic Rules from Trained Neural Networks Hisao Ishibuchi, Manabu Nii, Kimiko Tanaka (Osaka Prefecture University, Japan)

111-1382

WM-6-2 An Evolutionary Approach to Rule Generation from Neural Networks Minoru Fukumi, Norio Akamatsu (University of Tokushima, Japan)

111-1388

WM-6-3 Extraction of Typical and Exceptional Fuzzy Rules from Data Including Qualitative and Quantitative Attributes Kayo Imamura, Kiyotoshi Shinohara (Matsushita Electric Works, Japan), Motohide Umano (Osaka Prefecture University, Japan), Hiroyuki Tamura (Osaka University, Japan), Kazuya Sawada (Matsushita Electric Works, Japan)

111-1394

WM-6-4 Simple Structural Information for Generalization and Rule Extraction Ryotaro Kamimura, Shohachiro Nakanishi (Tokai University, Japan)

111-1400

WM-6-5 Rule Insertion and Rule Extraction from Evolving Fuzzy Neural Networks: Algorithms and Applications for Building Adaptive, Intelligent Expert Systems Nikola Kasabov, Brendon Woodford (University of Otago, New Zealand)

111-1406

WA-1

Hybrid Systems

WA-1-1 (Invited special talk) Education System for Computational Intelligence Kaoru Hirota (Tokyo Institute of Technology, Japan)

111-1412

WA-1-2 Accelerating a GA Convergence by Fitting a Single-Peak Function Takeo Ingu, Hideyuki Takagi (Kyushu Institute of Design, Japan)

111-1415

WA-1-3 111-1421 Genetic Algorithms in Fuzzy Model Inversion Annamaria R. Varkonyi-Koczy, Attila Almos, Tamas Kovacshazy (Technical University of Budapest, Hungary) WA-1-4 GA Search for Fuzzy Models under Multiple - Criteria Toshihiro Suzuki, Takeshi Furuhashi (Nagoya University, Japan), Seiichi Matsushita (Nagoya Municipal Industrial Research Institute, Japan), Hiroaki Tsutsui (Yamatake Co., Japan)

111-1427

WA-1-5 A Hybrid Evolutionary Search Concept for Data-based Generation of Relevant Fuzzy Rules in High Dimensional Spaces T. Slawinski, A. Krone, U. Hammel, D. Wiesmann, P. Krause (University of Dortmund, Germany)

111-1432

WA-1-6 Analysis of Chaos Phenomena in Strong Nonlinear Synapse Neural Networks Algis Garliauskas (Institute of Mathematics and Informatics, Lithuania)

111-1438

WA-2

Intelligent Agent Systems

WA-2-1 Dynamic Formation Generating in Mobile-Agents Using Algorithm to Select Function by Environmental Information Toru Yamaguchi, Makoto Sato, Naoki Kohata (Utsunomiya University, Japan), Hideki Hashimoto (University of Tokyo, Japan)

111-1443

WA-2-2 A Coordination Method for Middle Agent Based on Empirical Knowledge Using Fuzzy Rules So-Jeong Youn, Ho-Sub Seo, Kyung-Whan Oh (Sogang University, Korea)

111-1449

WA-2-3 Cooperative Works for Welfare Support Agents Using Soft DNA Toru Yamaguchi, Takuya Yoshida, Shinya Mizuno (Utsunomiya University, Japan), Hideki Hashimoto (University of Tokyo, Japan)

111-1454

WA-2-4 Artifical Agent James J. Buckley (University of Alabama at Birmingham, USA), Thomas Feuring (University ofSiegen, Germany), Yoichi Hayashi (Me/// University, Japan)

111-1460

WA-3

Neuro Fuzzy Control

WA-3-1 Neuro-Fuzzy Control System for Adaptive Noise Cancellation Hee-Kyoung Park, Seong-Gon Kong (Soongsil University, Korea)

111-1465

WA-3-2 A New Neuro-Fuzzy-Fractal Approach for Adaptive Model-Based Control of Non-Linear Dynamic Systems: The Case of Controlling Aircraft Dynamics Patricia Melin, Oscar Castillo (Tijuana Institute of Technology, USA)

111-1470

WA-3-3 A Design of CMAC-based FLC with Fast Learning and Accurate Approximation Daijin Kim, Dae Seong Kang (DongA University, Korea)

111-1476

WA-3-4 111-1482 Decentralized Neuro-Fuzzy Controller Based on Input-Output Linearization for Multimachine Power Systems Yong-Ha Hwang, Jang-Hyun Park, Gwi-Tae Park (Korea University, Korea) WA-4

Operations Research

WA-4-1 Fuzzy Project Management by Team Approach Ching-Chun Fu (National Defense Management College, Taiwan), Hsiao-Fan Wang (National Tsing Hua University, Taiwan)

111-1487

WA-4-2 A Heuristic Palmer-based Fuzzy Flexible Flow-shop Scheduling Algorithm Tzung-Pei Hong, Tzu-Ting Wang (I-Shou University, Taiwan)

111-1493

WA-4-3 Sensory Evaluation System Based on KANSEI Self-tuning Spline Fuzzy Inference (Acquisition of KANSEI for Persimmon) Toshio Fukuda, Tomoya Chikazawa, Yasuhisa Hasegawa, Futoshi Kobayashi (Nagoya University, Japan), Koji Shimojima (National Industrial Research Institute of Nagoya, Japan), Yuji Yamaguchi (YANMAR DIESEL ENGINE Co., Ltd., Japan)

111-1498

WA-4-4 A Fuzzy Load Allocation Method for Distribution Expansion Planning Maria Teresa Ponce de Leao (Instituto de Engenharia de Sistema e Computadores, Portugal)

111-1504

WA-4-5 Computational Methods for Two-level 0-1 Programming Problems with Fuzzy Parameters through Genetic Algorithms Keiichi Niwa, Ichiro Nishizaki, Masatoshi Sakawa (Hiroshima University, Japan)

111-1510

WA-4-6 Differential Games for Nonlinear Stochastic Systems: A Fuzzy Approach Huey-Jian Uang, Bor-Sen Chen, Chung-Shi Tseng (National Tsing Hua University, Taiwan)

111-1516

WA-4-7 Fuzzy Programming for General Multiobjective 0-1 Programming Problems through Genetic Algorithms with Double Strings Masatoshi Sakawa, Kosuke Kato (Hiroshima University, Japan), Satoshi Ushiro (Shinryo Corporation, Japan), Keiichiro Ooura (Hiroshima University, Japan)

111-1522

WA-5

Foundations and Theory (III)

WA-5-1 A Practical Fuzzy Interpolator for Prediction of Reservoir Permeability Yuantu Huang (University of New South Wales, Australia), Tamas D. Gedeon (Murdoch University, Australia), Patrick M. Wong (University of New South Wales, Australia)

111-1528

WA-5-2 An Introduction to Type-2 TSK Fuzzy Logic Systems Qilian Liang, Jerry M. Mendel (University of Southern California, USA)

111-1534

WA-5-3 Fuzzy Cognitive Map and Its Causal Inferences Zhi-Qiang Liu, Yuan Miao (The University of Melbourne, Australia)

111-1540

WA-5-4 Applications of Type-2 Fuzzy Logic Systems : Handling the Uncertainty Associated with Surveys Nilesh N. Karnik, Jerry M. Mendel (University of Southern California, USA)

111-1546

WA-5-5 An Adaptive Type-2 Fuzzy System for Learning Linguistic Membership Grades R. I. John, C. Czarnecki (De Montfort University, UK)

111-1552

WA-5-6 Reasoning in Fuzzy Production Systems When Input Information is Incomplete Shyue-Liang Wang, Yi-Huey Wu (I-Shou University, Taiwan)

111-1557

WA-5-7 A Measure of Linguistic Specificity Cary D. Butler (Waterways Experiment Station, USA), John Yen (Texas A&M University, USA)

111-1562

WA-6

FACE (organized session)

WA-6-1 Soft Computing and Recognition of Facial Expressions on Face Images Dujet C , Bres S. (INSA de Lyon, France)

111-1568

WA-6-2 Fuzzy Observer Approach to Automatic Recognition of Happiness using Facial Wrinkle Features Gyu-tae Park, Zeungnam Bien (Korea Advanced Institute of Science & Technology, Korea)

111-1573

WA-6-3 Intelligent System for Automatic Adjustment of 3D Facial Shape Model and Face Expression Recognition Seunghwan Ji, Changyong Yoon, Jungho Park, Mignon Park (Yonsei University, Korea)

111-1579

WA-6-4 A Human Interface to Search and Draw Facial Images in Mind by Using Psychometrical Space Model of Faces Futoshi Sugimoto (Toyo University, Japan), Nakaji Honda (University of Electro-Communications, Japan)

111-1585

WA-6-5 Linguistic Knowledge Acquisition System on Facial Caricature Drawing System Junji Nishino, Tomonori Kameyama, Haruhiko Shirai, Tomohiro Odaka, Hisakazu Ogura (Fukui University, Japan)

111-1591

WA-6-6 Expressive Facial Caricature Drawing Shino Iwashita, Yuuki Takeda, Takehisa Onisawa (University of Tsukuba, Japan)

111-1597

WA-6-7 Age Change for Predicting Future Faces Changseok Choi (Myongji University, Korea)

111-1603

PW Fuzzy Reasoning and Knowledge-based Systems PW-01 Strongly Interacting Knowledge Granules Thomas Whalen (The Georgia State University, USA)

111-1609

PW-02 Extending FCSP to Support Dynamically Changing Problems Ian Miguel, Qiang Shen (University of Edinburgh, UK)

111-1615

PW-03 Intelligent Space Zhaoguang Hu (Electric Power Research Institute, China)

111-1621

PW-04 Augmented Sensing by means of Intelligent Space Kenichiro Hirayama, Torn Yamaguchi (Utsunomiya University, Japan), Hideki Hashimoto (University of Tokyo, Japan)

111-1626

PW-05 Uncertain and Approximative Knowledge Representation to Reasoning on Classification with a Fuzzy Networks Based System M. N. Omri, T. Chenaina (Institut Preparatoire aux etudes d'lngenieurde Monastir, Tunisia)

111-1632

PW-06 Design on the Knowledge Acqusition Tool for Fuzzy Knowledge Base System Gi Young Lim (Taejon National University of Technology, Korea)

111-1638

Fuzzy Neural Networks and Hybrid Systems PW-07 Neuro-Fuzzy Control System for Vision-Based Autonomous Vehicle Young-Jae Ryoo, Young-Cheol Lim (Chonnam National University, Korea)

111-1643

PW-08 General Fuzzy Neural Network: Theory and Applications Li-Hong Xu, You-Ling Yu, Qi-Di Wu, Jin-Hui Shi (Tongji University, China)

111-1649

PW-09 Automatic Training of ANFIS Networks A. Rizzi, F. M. Frattale Mascioli, G. Martinelli (University of Rome "La Sapienza", Italy)

111-1655

PW-10 A New Fuzzy Neural Network Architecture for Multisensor Data Fusion in Non-destructive Testing Zhaoli Zhang, Qi Wang, Shenghe Sun (Harbin Institute of Technology, China)

111-1661

PW-11 Structure Optimization of Fuzzy-Neural Network Using Rough Set Theory Jung-heum Yon, Seung-moo Yang, Hong-Tae Jeon (Chung-Ang University, Korea)

111-1666

PW-12 Selective NeuroFuzzy System with Fuzzy Associative Matrix Jeong Yon Shim (Yong-in Songdam College, Korea), Gi Yong Lim (Taejon National University of Technology, Korea), Chong Sun Hwang (Korea University, Korea)

111-1671

Hardware and Implementation PW-13 Hardware Design of Programmable Fuzzy Controller on FPGA N. Masmoudi, M. Hachicha, L. Kamoun (Laboratory of Computer Science & Industrial Electronic of Sfax, Tunisia)

111-1675

PW-14 A Generalized High-Precision Analog CMOS Rank Finder for Max/Min/Med Application Yu-Chemg Hung, Bin-Da Liu (National Cheng Kung University, Taiwan)

111-1680

PW-15 A High Performance Processor for Applications Based on Fuzzy Logic Giuseppe Ascia, Vincenzo Catania (Istituto di Informatica e Telecommunicazioni, Italy)

111-1685

PW-16 Adaptive Fuzzy Controller for Predicting Order of Concurrent Actions in Real-time Systems Pham Hong Hanh, Thitipong Tanprasert, Do Quang Minh (Assumption University, Thailand)

111-1691

PW-17 Fault-diagnosis of Digital Circuits Using Neural Network of Hybrid Learning Algorithm Yong-hyun Cho, Yong-su Park (Catholic University of Taegu-Hyosung, Korea)

111-1697

Fuzzy Applications PW-18 A Fuzzy Computational Approach for Evaluating Process Control Quality Farley Simon Mendes Nobre, Julian Juniti Nakasone (NEC from Brazil S.A., Brazil)

111-1701

PW-19 Fuzzy Hybrid PID Controller of a Steam Heated Dryer Hong Lian Sng, Christopher H. Messom, Pik Kong Yue (Singapore Polytechnic, Singapore)

111-1707

PW-20 On-line Experiments of Controlling Nuclear Reactor Power with Fuzzy Logic Da Ruan (Belgian Nuclear Research Centre (SCKCEN), Belgium)

111-1712

PW-21 Experimental Results on a Supervised Fuzzy Logic Control Scheme for a DC Motor C M Lim, B K Chua, B J Tan, S Y Lai (Ngee Ann Polytechnic, Singapore)

111-1718

PW-22 Genetic Adaptive IIR Filtering Algorithm for Active Noise Control Kook Hyun Yim (TSPC, Korea), Jong Boo Kim (Induk Institute of Technology, Korea), Tae Pyo Lee (Hyundai Motors Co., Korea), Doo Soo Ahn (SungKyunKwan University, Korea)

111-1723

PW-23 Application of Fuzzy PID Controller for Stabilization of Power System Hyenghwan Chung, Joontark Lee, Seokmin Joo, Dongil Chung, Sanghyo Kim, Munkyu Chung (Dong-A University, Korea)

111-1729

PW-24 Fuzzy Control of a Direct Current Motor System with the Guaranteed Stability Euntai Kim, Heejin Lee (Hankyong National University, Korea), Mignon Park (Yonsei University, Korea)

111-1734

PW-25 Synchronous Operation for DC Servo-motors with Harmonic Drive Gearing Yeon Tae Kim, Jeong Won Choi, Suk Gyu Lee (Yeungnam University, Korea)

111-1738

PW-26 Application of ANFIS for Coagulant Dosing Process in a Water Purification Plant Myung-Geun Chun, Keun-Chang Kwak, Jeong-Woong Ryu (Chungbuk National University, Korea)

111-1743

Operations Research PW-27 Fuzzy Geometric Programming Optimum Seeking in Power Supply Radius of Transformer Substation Bing-yuan Cao (Shantou University, China)

111-1749

PW-28 The Study of Gas Breakdown via GM (0,N) Model Kun-Li Wen, Ting-Cheng Chang (Chien Kuo Institute of Technology, Taiwan), Hsuan T. Chang (Chaoyang U. of Technology, Taiwan), Mei-Li You (Chien Kuo Institute of Technology, Taiwan)

111-1754

PW-29 Generator Maintenance Scheduling Considering Air Pollution Based on the Fuzzy Theory Hongsik Kim, Seungpil Moon, Jaeseok Choi, Soonyoung Lee (Gyeongsang National University, Korea), Daeho Do (Pohang College, Korea), Madan M. Gupta (University of Saskatchewan, Canada)

111-1759

PW-30 Interactive Fuzzy Programming for Two-level Nonconvex Programming Problems through the Revised GENOCOPIII Masatoshi Sakawa, Ichiro Nishizaki (Hiroshima University, Japan)

111-1765

PW-31 Path Optimization Using Fuzzy Distance Approach C. W. Chong, V. Ramachandran, C. Eswaran (Universiti Telekom, Malaysia) Session PW Genetic Algorithm

111-1771

PW-32 Evaluation of an IGA-based Image Retrieval System Using Wavelet Coefficients Hideyuki Takagi (Kyushu Institute of Design, Japan), Sung-Bae Cho (Yonsei University, Korea), Toshihiko Noda (Kyushu Institute of Design, Japan)

111-1775

PW-33 n-Rule Genetic Self Organizing Map Using Genetic Algorithm Seong Wook Ha, Dae-Seong Kang, Kee-Hang Kwan, Daijin Kim (Dong-A University, Korea)

111-1781

PW-34 Adaptive Order Selection with Aid of Genetic Algorithm Norikazu Ikoma, Hiroshi Maeda (Kyushu Institute of Technology, Japan)

111-1785

PW-35 Learning Fuzzy Concept Prototypes Using Genetic Algorithms Jianping Zhang, Lan Zhang (Utah State University, USA)

111-1790

PW-36 Applying Parallel Genetic Algorithm to Sorting Problem Myung-Mook Han (Kyungwon University, Korea)

111-1796

PW-37 Application of Evolutionary Computations at LG Electronics Minsup Shim, Seepoong Seong, Beomsuk Ko, Minho So (LG Electronics, Korea)

111-1802