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[62]  Yun, J. H., and Lee, J., "Parameter Analysis and Design for Hovering Thrust of Quad-Rotor Air Vehicle Using CFD and Design of Experiments," Computers and Fluids, in preparation.

[61] Kim, D. S., and Lee, J., "Interval Prediction of Fatigue Crack Cycle Using Evidence Theory and Kriging Meta-Model," International Journal of Precision Engineeirng and Manufacturing, in preparation.

[60] Kim, D. S., and Lee, J., "Evidence Theory Based Interval Estimation of Probability of Failure in LEFM Considering Epistemic Uncertainty," Computers and Structures, under review.

[59] Kwak, N. S., and Lee, J., "An Enhancement of Selection and Crossover Operations in Real-Coded Genetic Algorithm in Large-Dimensionality Optimization," Journal of Mechanical Science and Technology, under review.

[58] Doh, J. H., and Lee, J., "Back-Propagation Neural Network-Based Approximate Analysis of True Stress-Strain Behaviors of High Strength Metallic Material," Journal of Mechanical Science and Technology, under review.

[57] Kim, Y. G., and Lee, J., "Fatigue Design of a Cellular Phone Folder Using Regression Model Based Optimization," Structural and Multidisciplinary Optimization, in revision.

[56] Kim, D. S., and Lee, J., "Structural Design of a Level-Luffing Crane through Trajectory Optimization and Strength-Based Size Optimization," Structural and Multidisciplinary Optimization, Vol. 00, Issue 00, pp. 000-000, 2015.

[55] Jeong, D., and Lee, J., "Electrode Design Optimization of Lithium Secondary Batteries to Enhance Adhesion and Deformation Capabilities," Energy, Vol. 75, pp. 525-533, 2014.

[54] Choi, H.-Y., Park, S., and Lee, J., "Optimal Doctor Blade Design Considering Contact Stress and Toner Properties," International Journal of Precision Engineering and Manufacturing, Vol. 15, Issue 5, pp. 849-854, 2014.

[53]  Song, C. Y., Choi, H.-Y., and Lee, J., "Approximate Multi-Objective Optimization Using Conservative and Feasible Moving Least Squares Method: Application to Automotive Knuckle Design," Structural and Multidisciplinary Optimization, Vol. 49, Issue 5, pp. 851-861, 2014.

[52] Choi, H.-Y., Park, J,, and Lee, J., "Quality Engineering Optimization of Robot Casting Considering Design Robustness: Comparison with Reliability," International Journal of Precision Engineering and Manufacturing, Vol. 14, No. 12, pp. 2157-2163, 2013.

[51] Lee, J., and Song, C. Y., "Estimation of Submerged-Arc Welding Design Parameters Using Taguchi Method and Fuzzy Logic," Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, Vol. 227, No. 4, pp. 532-542, 2013.

[50] Choi, H.-Y., Lee, D.-H., Song, C. Y., and Lee, J., "Optimization of Rail Profile to Reduce Wear on Curved Track," International Journal of Precision Engineering and Manufacturing, Vol. 14, No. 4, pp. 619-625, 2013.

[49] Choi, H.-Y., Lee, D.-H., and Lee, J., "Optimization of a Railway Wheel Profile to Minimize Flange Wear and Surface Fatigue," Wear, Vol. 300, Issues 1-2, pp. 225-233, 2013.

[48]  Lee, J., and Kwon, Y. S., "Conservative Multi-Objective Optimization Considering Design Robustness and Tolerance: A Quality Engineering Design Approach," Structural and Multidisciplinary Optimization, Vol. 47, Issue 2, pp. 259-272, 2013.

[47] Kwak, N. S., Lee, J., and Jang, Y. H., "Genetic-Algorithm-Based Controlling of Microcontact Distributions to Minimize Electrical Contact Resistance," IEEE Transactions on Components, Packaging and Manufacturing Technologies, Vol. 2, No. 11, pp. 1768-1776, 2012.

[46] Lee, S. J., Park, J. I., Lee, S. H., Lee, J. K., and Lee, J., "Reduction in the Nitrogen Oxide and Soot Emissons in a Diesel Engine Combustion System Using an Approximate Optimization Method," Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Vol. 226, No. 12, pp. 1707-1718, 2012. 

[45]  Lee, J., and Lee, U. Y., "Design Optimization of an Accumulator for Reducing Rotary Compressor Noise," Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering, Vol. 226, No. 4, pp. 285-296, 2012.

[44] Gondal, Z. U. R., and Lee, J., "Reliability Assessment Using Feed-Forward Neural Network-Based Approximate Meta-Models," Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, Vol. 226, No. 5, pp. 448-454, 2012. 

[43] Lee, J., and Song, C. Y., "Role of Conservative Moving Least Squares Methods in Reliability Based Design Optimization: A Mathematical Foundation," ASME Transactions, Journal of Mechanical Design, Vol. 133, Issue 12, 121005 (12 pages), 2011.

[42] Kwak, N. S., and Lee, J., "An Implementation of New Selection Strategies in a Genetic Algorithm - Population Recombination and Elitist Refinement," Engineering Optimization, Vol. 43, Issue 12, pp. 1367-1384, 2011.

[41] Kim, H., and Lee, J., "Parameter Analysis and Optimization of Paper Feeding Devices to Minimize Jamming and Simultaneous Feeding of Multiple Pages," Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, Vol. 225, No. 11, pp. 2673-2684, 2011.

[40] Song, C. Y., and Lee, J., "A Realization of Constraint Feasibility in Moving Least Squares Response Surface Based Approximate Optimization," Computational Optimization and Applications, Vol. 50, Issue 1, pp. 163-188, 2011.

[39] Lee, J., and Kwon, D. H., "Parameter Analysis of Batoid Fin Motions Using Fluid-Structure Interaction Based Simulation and Design of Experiments,"  Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, Vol. 225, No. 8, pp. 1863-1873, 2011.

[38] Song, C. Y., and Lee, J., "Reliability Based Design Optimization of Knuckle Component Using Conservative Method of Moving Least Squares Meta-Models," Probabilistic Engineering Mechanics, Vol. 26, Issue 2, pp. 364-379, 2011.

[37] Song, C. Y., Lee, J., and Choung, J. M., "Reliability Based Design Optimization of FPSO Riser Support Using Moving Least Squares Response Surface Meta-Models," Ocean Engineering, Vol. 38, Issues 2-3, pp. 304-318, 2011.

[36] Lee, J., and Shin, K. H., "A Conservative Method of Wavelet Neural Network Based Meta-Modeling in Constrained Approximate Optimization," Computers & Structures, Vol. 89, Issues 1-2, pp. 109-126, 2011.

[35]  Kim, D. W., and Lee, J., "An Improvement of Kriging Based Sequential Approximate Optimization Method via Extended Use of Design of Experiments," Engineering Optimization, Vol. 42, Issue 12, pp. 1133-1149, 2010.

[34] Han, P., and Lee, J., "A Response Surface Based Sequential Approximate Optimization Using Constraint-Shifting Analogy," Journal of Mechanical Science and Technology, Vol. 23, pp. 1911-1923, 2009.

[33] Song, C. Y., and Lee, J., "Strength Design of A Knuckle Component via Moving Least Squares Response Surface Based Approximate Optimization Methods," Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Vol. 223, No. 8, pp. 1019-1032, 2009.

[32] Lee, J., and Kim, T., "A Messy GA and Its Application to An Approximate Optimization of An Occupant Safety System," Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Vol. 223, No. 6, pp. 757-768, 2009.

[31] Park, H., Kwak, N. S., and Lee, J., "A Method of Multiobjective Optimization Using A Genetic Algorithm and An Artificial Immune System," Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, Vol. 223, No. 5, pp. 1243-1252, 2009.

[30] Kim, P., and Lee, J., "An Integrated Method of Particle Swarm Optimization and Differential Evolution," Journal of Mechanical Science and Technology, Vol. 23, No. 2, pp. 426-434, 2009.

[29] Lee, J., and Jang, M., "Genetic Algorithm Based Design of Transonic Aerofoils Using Euler Equations," Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, Vol. 222, No. 7, pp. 1037-1045, 2008.

[28] Lee, J., and Cho, W., "Prediction of Low Speed Aerodynamic Load and Aeroacoustic Noise around Simplified Panhead Section Model," Proceedings of the Institution of Mechanical Engineers, Part F: Journal of Rail and Rapid Transit, Vol. 222, No. 4, pp. 423-431, 2008.

[27] Lee, J., and Shin, H., "Parameter Design of Water Jet Nozzle Utilizing Independence Axiom," Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering, Vol. 222, No. 3, pp. 157-169, 2008.

[26] Lee, J., and Kim, J., "Gate Positioning Design of Injection Mold Using Bi-Objective Micro Genetic Algorithm," Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, Vol. 222, No. 6, pp. 687-699, 2008.

[25] Lee, J., Kim, J., and Park, N., "Air-Bearing Surface Design of Optical Flying Head Considering Dynamic Characteristics," Proceedings of the Institution of Mechanical Engineers, Part J: Journal of Engineering Tribology, Vol. 222, No. 4., pp. 581-591, 2008.

[24] Song, C. Y., Park, Y. W., Kim, H. R., Lee, K. Y., and Lee, J., "The Use of Taguchi and Approximation Methods to Optimize the Laser Hybrid Welding of a 5052-H32 Aluminum Alloy Plate," Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, Vol. 222, No. 4, pp. 507-518, 2008.

[23] Lee, J., and Kim, J., "Approximate Optimization of High Speed Train Nose Shape for Reducing Micro Pressure Wave," Structural and Multidisciplinary Optimization, Vol. 35, No. 1, pp. 79-87, 2008.

[22] Lee, J., Jeong, H., and Kang, S., "Derivative and GA-Based Methods in Metamodeling of Back-Propagation Neural Networks for Constrained Approximate Optimization," Structural and Multidisciplinary Optimization, Vol. 35, No. 1, pp. 29-40, 2008.

[21] Lee, J., and Kang, S., "GA Based Meta-Modeling of BPN Architecture for Constrained Approximate Optimization," International Journal of Solids and Structures, Vol. 44, No. 18-19, pp. 5980-5993, 2007.

[20] Lee, J., and Kim, S., "Optimal Design of Engine Mount Rubber Considering Stiffness and Fatigue Strength," Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Vol. 221, No. 7, pp. 823-835, 2007.

[19] Lee, J., and Kim, J., "Kriging-Based Approximate Optimization of High-Speed Train Nose Shape for Reducing MPW," Proceedings of the Institution of Mechanical Engineers, Part F: Journal of Rail and Rapid Transit, Vol. 221, No. 2, pp. 263-270, 2007.

[18] Lee, J., and Kim, J., "Micro GA Based Optimal Gate Positioning in Injection Molding Design," Journal of Mechanical Science and Technology, Vol. 21, No. 5, pp. 740-749, 2007.

[17] Lee, J., and Park, H., "Constrained Minimization Utilizing GA Based Pattern Recognition of Immune System," Journal of Mechanical Science and Technology, Vol. 21, No. 5, pp. 730-739, 2007.

[16] Lee, J., Jeong, H., Choi, D.-H., Volovoi, V., and Mavris, D., "An Enhancement of Constraint Feasibility in BPN Based Approximate Optimization," Computer Methods in Applied Mechanics and Engineering, Vol. 196, Issues 17-20, pp. 2147-2160, 2007.

[15] Lee, J., and Ahn, B., "DOE Based Robust Optimization Considering Tolerance Bands of Design Parameters," JSME International Series C-Mechanical Systems, Machine Element Design, Vol. 49, No. 4., pp. 1223-1231, 2006.

[14] Lee, J., and Kim, D., "A Method of Genetic Algorithm Based Multiobjective Optimization via Cooperative Coevolution," Journal of Mechanical Science and Technology, Vol. 20, No. 12, pp. 2141-2149, 2006.

[13] Lee, J., and Jeong, H., "A Decomposition Based Design Method Coordinated by Disciplinary Subspace Optimization," JSME International Series C-Mechanical System, Machine Element Design, Vol. 49, No. 3, pp. 935-941, 2006.

[12] Yoon, S. J., Lee, J., Park, Y. P., and Choi, D.-H., "Design of Optical Flying Head for Magnetooptical Recording," IEEE Transactions on Magnetics, Vol. 41, No. 10, pp. 2851-2853, 2005.

[11] Lee, J., Kim, S., and Kang, S., "Evolutionary Fuzzy Modeling in Global Approximate Optimization," International Journal of Vehicle Design, Vol. 28, No. 4., pp. 339-355, 2002.

[10] Lee, J., and Kim, S., "Applications of Soft Computing Techniques in Response Surface Based Approximate Optimization," KSME International, Vol. 15, No. 8, pp.1132-1142, 2001.

[9] Lee, J., and Hajela, P., "Applications of Classifier Systems in Improving Response Surface Based Approximations for Design Optimization," Computers and Structures, Vol. 79, No. 3., pp. 333-344, 2001.

[8] Yoo, S., Lee, J., and Min, O., "Computation of Flow Induced Noise in DVD Drives - Effects of Turbulence Noise," ASME Transactions, Journal of Information Storage and Processing System, Vol. 3, pp. 1-10, 2001.

[7] Kim, S., and Lee, J., "Development of Global Function Approximations for Design Optimization Using Evolutionary Fuzzy Modeling," KSME International, Vol.14, No. 11, pp. 1206-1215, 2000.

[6] Yoo, S., Lee, J., Min, O., and Kim, S., "Airflow and Sound Induced by Disk Rotation in DVD Drives, Part II: Visualization and Simulation for Noise Prediction," ASME Transactions, Journal of Information Storage and Processing System, Vol. 2, pp. 13-23, 2000.

[5] Lee, J., and Hajela, P., "Decomposition Based Design - Subsystem Interactions through Immune Network Simulation," Structural and Multidisciplinary Optimization, Vol. 14, pp. 248-255, 1997.

[4] Yoo, J., Lee, J., and Hajela, P., "GA Based Simulation of Immune Network - Applications in Structural Optimization," Engineering Optimization, Vol. 29, pp. 131-149, 1997.

[3] Lee, J., and Hajela, P., "Parallel Genetic Algorithm Implementation in Multidisciplinary Rotor Blade Design," Journal of Aircraft, Vol. 33, No. 5, pp. 962-969, 1996.

[2] Hajela, P., and Lee, J., "Constrained Genetic Search via Schema Adaptation: An Immune Network Solution," Structural and Multidisciplinary Optimization, Vol. 12, No. 1, pp. 11-15, 1996.

[1] Xue, Y., Lee, J., and Lyrintzis, A. S., "Mechanism and Directivity of Unsteady Transonic Flow Noise," ASME Transactions, Journal of Fluids Engineering, Vol. 116, No. 3, pp. 649-652, 1994.


Domestic Journal


[42] 맹태호, 이종수, 윤재현, "혹등고래의 가슴 지느러미를 모사한 날개에서 혹의 크기가 블레이드의 양력계수에 미치는 영향," 대한기계학회논문집 A, 심사 중.

[41] 염경미, 이종수, "굽힘하중을 받는 알루미늄 박막 플레이트의 대변형 유한요소해석," 대한기계학회논문집 A, 수정 중.

[40] 이익환, 정원태, 박경환, 이종수, "복소 고유치 해석을 통한 브레이크 시스템의 저주파 불안정성 영향인자 분석," 대한기계학회논문집 A, 제38권, 제6호, pp. 683-689, 2014.

[39]  정동호, 이종수, 최하영, "데이터 마이닝을 이용한 리튬 이차전지의 전류밀도 영향인자 분석," 대한기계학회 논문집 A, 제38권, 제6호, pp. 677-682, 2014.

[38]  윤재현, 최하영, 이종수, "무인비행체 블레이드 형상 변화에 따른 단일로터의 제자리 비행 추력성능 분석," 대한기계학회 논문집 A, 제38권, 제5호, pp. 513-520, 2014.

[37]  고재천, 이종수, 최하영, "압입축의 손상저감을 위한 최적설계 연구," 한국생산제조시스템학회지, Vol. 22, No. 5, pp. 859-864, 2013.

[36]  김동수, 이종수, 최하영, "반응표면법 및 비지배 분류 유전알고리즘을 이용한 취배수문의 응력 및 변형 최적화," 한국해양공학회지, 제27권, 제2호, pp. 27-32, 2013.

[35]  박승찬, 이종수, 최하영, "균일 화상 품질 구현을 위한 닥터 블레이드 접촉압력 근사모델링," 한국생산제조시스템학회지, Vol. 22, No. 2, pp. 241-247, 2013.

[34] 최하영, 정의문, 이종수, "트리즈를 이용한 에어컨디셔너 프레임구조 설계," 한국생산제조시스템학회지, Vol. 21, No. 6, pp. 961-967, 2012.

[33] 최하영, 이종수, 박준오, "처짐과 무게를 고려한 주물 프레임의 다중목적 근사최적설계," 한국생산제조시스템학회지, Vol. 21, No. 6, pp. 954-960, 2012.

[32]  심형민, 송창용, 이종수, 최하영, "보수적 근사모델을 적용한 신뢰성 기반 강건 최적설계 방법," 한국해양공학회지, 제26권, 제6호, pp. 80-85, 2012.

[31] 최하영, 이동형, 송창용, 이종수, "곡선부에서 차륜 마모 저감을 위한 차륜답면 형상 설계," 한국정밀공학회지, Vol. 29, No. 6, pp. 607-612, 2012.

[30]  이의윤, 김봉준, 이정배, 성춘모, 이운섭, 이종수, "공조용 로터리 압축기 소음저감을 위한 어큐뮬레이터 최적설계," 대한기계학회 논문집 A권, Vol. 35, No. 7, pp. 759-766, 2011.

[29]  권동현, 이종수, "추진력 생성을 위한 가오리 날개 짓의 유체-구조연성 수치해석," 대한기계학회 논문집 A권, Vol. 34, No. 11, pp. 1575-1580, 2010.

[28]  송창용, 이종수, "구조 최적설계를 위한 다양한 근사최적화기법의 적용 및 비교에 관한 연구," 대한기계학회논문집 A권, Vol. 34, No. 11, pp. 1603-1611, 2010.

[27]  최하영, 이동형, 유원희, 이종수, "차륜 및 차축의 변형을 고려한 차륜-레일 접촉해석," 한국정밀공학회지, 제27권, 제8호, pp. 20-27, 2010.

[26]  송창용, 이종수, 정준모, "Strength Design of FPSO Riser Support Using Moving Least Squares Response Surface Based Approximate Optimization Methods," 한국해양공학회지, 제24권, 제1호, pp. 20-33, 2010.

[25] 이종수, 윤지원, "소프트컴퓨팅기법을 이용한 다음절 단어의 음성인식," 정보저장시스템학회논문집, Vol. 6, No. 1, pp. 18-24, 2010.

[24]  신광호, 이종수, "웨이블렛 신경망을 이용한 전역근사 메타모델의 성능비교," 대한기계학회 논문집 A권, Vol. 33, No. 8, pp. 753-759, 2009.

[23] 이종수, 민병권, 윤웅섭, 한재원, 정효일, "체험학습기반의 기초 창의공학설계 교육 및 운영," 공학교육연구, Vol. 11, No. 2, pp. 32-41, 2008.

[22] 황경호, 이종수, "구조역학적 성능을 고려한 마이크로 열변형 액츄에이터의 최적설계," 정보저장시스템학회 논문집, Vol. 4, No. 1, pp. 6-12, 2008.

[21] 김지원, 박경수, 윤상준, 최동훈, 박영필, 이종수, 박노철, "통합최적프레임웍을 사용한 광부상헤드를 탑재한 서스펜션의 최적화," 정보저장시스템학회 논문집
, Vol. 1, No. 2, pp. 161-168, 2005.

[20] 김성철, 이종수, "승용차용 스티어링시스템 지지 T-형 구조물의 최적설계
," 대한기계학회논문집 A권, Vol. 29, No. 6., pp. 809-814, 2005.

[19] 김지원, 이종수,
"Optical Flying Head의 Air Bearing Surface 형상최적설계," 대한기계학회논문집 A권, Vol. 29, No. 2, pp. 303-310, 2005.

[18] 이종수, 윤지원, 정우진, "원형 확장 휜 열 교환기의 치수 강건최적설계,"
 대한기계학회논문집 A권, Vol. 27, No. 9, pp. 1437-1443, 2003.

[17] 이종수, 김종헌, 박정민
, "설계변수 및 매개변수의 공차를 고려한 캘리퍼 디스크 브레이크의 강건설계," 대한기계학회논문집 A권, Vol. 27, No. 6, pp. 914-922, 2003.

[16] 정우진, 이종수, 고진웅, 박평수
, "퍼지논리 및 GPS정보를 이용한 링크통행속도의 예측," 한국퍼지및지능시스템학회 논문지, Vol. 13, No. 3, pp. 342-347, 2003.

[15] 김종헌, 이종수, 차성운, "공리적 개념을 적용한 사출성형 시스템의 최적설계," 대한기계학회논문집
 A권, Vol. 27, No. 6, pp. 1020-1027, 2003.

[14] 조운기, 이종수
, "유동안정성 및 유동소음을 고려한 팬터그래프 팬헤드 단면의 강건설계," 한국소음진동공학회 논문집, Vol. 13, No. 2, pp. 83-91, 2003.

[13] 이종수, 김종헌, 이형주, 구본흥
, "마이크로 유전알고리즘의 최적설계 응용에 관한 연구," 대한기계학회논문집 A권, Vol. 27, No.1., pp. 158-166, 2003.

[12] 이종수, 김종헌, 김윤식
, "유전알고리즘과 반응표면을 이용한 천음속 날개꼴의 최적설계," 대한기계학회논문집 A권, Vol. 26, No. 12, pp. 2556-2564, 2002.

[11] 정희석, 이종수
, "분야별 하부시스템의 최적화를 통합한 분해기반 MDO방법론," 대한기계학회논문집 A권, Vol. 26, No. 9, pp. 1882-1830, 2002.

[10] 한상훈, 윤덕현, 이종수, 유정훈
, "Brake Moan Noise 소거를 위한 Brake Pad 위상최적화의 GA적용," 한국자동차공학회지, Vol. 10, No. 4, pp. 216-222, 2002.

[9] 홍일민, ???, 이종수, "실차상태에서의 제동시 이상떨림 현상에 관한 실험적 연구," 한국소음진동공학회 논문집, Vol. 12, No. 5, pp. 338-345, 2002.

[8] 황정수, 이종수
, "전역근사화 반응표면의 생성을 위한 퍼지모델링 및 퍼지규칙의 생성," 퍼지및지능시스템학회 논문지, Vol. 12, No. 3., pp. 231-238, 2002.

[7] 정희석, 이종수, "웹기반 MDO프레임웍을 위한 다분야통합최적설계 방법론," 전국산학연논문집, Vol. 2, No. 1, pp. 98-106, 2002.

[6] 유승원, 민옥기, 이종수
, "DVD 드라이브내에서 발생하는 유동소음에 관한 수치적 연구," 한국소음진동공학회 논문집, Vol. 11, No. 3, pp.471-476, 2001.

[5] 김승진, 이종수, 강신일, 김형곤
, "승용차 A-Pillar Trim의 치수설계를 위한 소프트컴퓨팅기반 반응표면기법의 응용," 대한기계학회논문집 A권, Vol. 25, No. 3, pp. 537-547, 2001.

[4] 박창규, 이종수
, "자동미분을 이용한 민감도기반 분리시스템동시최적화기법의 개선," 대한기계학회논문집 A권, Vol. 25, No. 2, pp. 182-191, 2001.

[3] 이종수
, "분류시스템을 이용한 다항식기반 반응표면 근사화 모델링," 한국CAD/CAM학회 논문집, Vol. 5, No. 2, pp. 127-135, 2000.

[2] 이종수
, "보강된 복합재 패널의 최적설계를 위한 유전알고리즘의 연구," 대한기계학회논문집 A권, Vol. 25, No. 5, pp. 1193-1202, 2000.

[1] 김우석, 이종수
, "유전알고리즘 및 신경회로망을 이용한 다분야통합최적설계문제의 시스템분리기법 연구," 한국전산구조공학회지, Vol. 12, No. 4, pp. 619-627, 1999.


International Conference

[36] Yun, J. H., and Lee, J., "Effects of Rotor-Rotor Interaction in Aerodynamic Performance of Multi-Rotor Air Vehicle," Proceedings of 6th European Conference on Computational Fluid Dynamics (ECFD VI), Barcelona, Spain, July 20~25, 2014.

[35] Lee, J., "Role of Evolutionary and Soft Computing Techniques in Engineering Design and Optimization," Proceedings of the 8th China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems, Gyeongju, Korea, May 25~29, 2014.

[34] Doh, J. H., Yun, J. H., and Lee, J., "Approximate Analysis of True Stress-Strain Behaviors of High Strength Metallic Material Using Back-Propagation Neural Network," Proceedings of the 8th China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems, Gyeongju, Korea, May 25~29, 2014.

[33]  Choi, H.-Y., Lee, D.-H., Song, C. Y., and Lee, J., "Design of Rail Profile to Reduce Wear of Rail in Curve," Proceedings of the International Symposium on Speed-Up, Safety and Service Technology for Railway and Maglev Systems (STECH '12), Seoul, Korea, September, 17~19, 2012.

[32] Lee, J., and Kwak, N.-S., "Role of BPN Based Causality Analysis in Problem Decomposition of Engineering Design," Proceedings of the 8th World Congress on Structural and Multidisciplinary Optimization, Lisbon, Portugal, 2009.

[31] Kwak, N.-S., and Lee, J., "Novel Methods of Selection and Probability-Based Crossover in Real-Coded GA," Proceedings of the 8th World Congress on Structural and Multidisciplinary Optimization, Lisbon, Portugal, 2009.

[30] Gondal, Z., and Lee, J., "Reliability Assessment Using Neural Network Based Approximations and Monte Carlo Simulation," Proceedings of the 5th China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems, Jeju, Korea, 2008.

[29] Lee, J., and Jeong, H., "A Realization of Constraint Feasibility in BPN Based Approximate Optimization," Proceedings of the 7th World Congress on Structural and Multidisciplinary Optimization, Seoul, Korea, 2007.

[28] Lee, J., Kwak, N.-S., and Park, H., "Multiobjective Optimization Using GA Based Pattern Recogntion of Immune System," Proceedings of the 7th World Congress on Structural and Multidisciplinary Optimization, Seoul, Korea, 2007.

[27] Lee, J., Jeong, H., Volovoi, V., and Mavris, D., "BPN Based Constrained Meta-Models for Approximate Optimization of Composite Rotor Blades," Proceedings of the 47th AIAA/ASME/AHS/ASC Structures, Structural Dynamics and Materials Conference, New Port, RI, 2006.

[26] Chung, S., Min, S., Lee, T., Choi, D.-H., Lee, J., Volovoi, V., and Mavris, D., "Metamodeling of High Dimensional Models Using Sequential Adaptive Radial Basis Function," Proceedings of the 6th World Congress on Structural and Multidisciplinary Optimization, Rio de Janeiro, Brazil, 2005.

[25] Park, K., Kim, J., Park, N.-C., Lee, J., Choi, D.-H., and Park Y.-P., "Design and Optimization of ABS with Improved Static and Dynamic Chracteristics for OFH," Proceedings of ASME Information Storage and Processing System Conference, Santa Clara, CA, 2004.

[24] Jeong, H., and Lee, J., "A Role of Reinforcement Learning Technique in Intelligent Optimization Problems," Proceedings of the 5th World Congress on Structural and Multidisciplinary Optimization, Jesolo, Italy, 2003.

[23] Shin, H., and Lee, J., "Optimal Design of Water Jet Nozzles Utilizing Independence Design Axiom," Proceedings of the 5th World Congress on Structural and Multidisciplinary Optimization, Jesolo, Italy, 2003.

[22] Kim, T., and Lee, J., "Reliability Based Design Optimization of Disc Spring Using DOE and Micro Genetic Algoritm," Proceedings of the 5th World Congress on Structural and Multidisciplinary Optimization, Jesolo, Italy, 2003.

[21] Kim, J, and Lee, J., "Gate/Runner Optimization of Injection Molding Process Using Micro Genetic Algorithm," Proceedings of the 2nd China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems, Busan, Korea, 2002.

[20] Kim, Y., and Lee, J., "Optimization of Suspensions Considering Natural Frequencies," Proceedings of the 2nd China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems, Busan, Korea, 2002.

[19] Ahn, B., Jeong, H., and Lee, J., "DOE Based Robust Optimization Considering Tolerance Bands of Design Parameters," Proceedings of the 9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization, Atlanta, GA, 2002.

[18] Jeong, H., and Lee, J., "A Method of Distributed MDO Architecture Using Optimal Design Sensitivity," Proceedings of the 4th World Congress on Structural and Multidisciplinary Optimization, Dalian, China, 2001.

[17] Hwang, J., and Lee, J., "Fuzzy Modeling and Fuzzy Rule Generation in Response Surface Based Approximate Optimization," Proceedings of the 4th World Congress on Structural and Multidisciplinary Optimization, Dalian, China, 2001.

[16] Kim, S., and Lee, J., "Evolutionary Fuzzy Modeling in Global Approximate Structural Optimization," Proceedings of the 3rd Annual Meeting of OptiCON2000, Newport Beach, CA, 2000.

[15] Kim, S., and Lee, J., "Fuzzy Logic Based Response Surface Techniques in Global Approximate Optimization," Proceedings of KSEA UKC-2000, Design and Manufacturing, Chicago, IL, 2000.

[14] Kim, S., and Lee, J., "Application of Fuzzy Inference Systems in Global Approximate Design Optimization," Proceedings of the 8th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization, Long Beach, CA, 2000.

[13] Yoo, S., Lee, J., and Min, O., "Computation of Flow Induced Sound In DVD Drives - Effects of Turbulence Noise," Proceedins of the 11th ASME Symposium on Information Storage and Processing System, Santa Clara, CA, 2000.

[12] Park, C., and Lee, J., "Role of Automatic Differentiation in Concurrent Subspace Optimization Methods," Proceedings of the 41st AIAA/ASME/AHS/ASC Structures, Structural Dynamics and Materials Conference, Atlanta, GA, 2000.

[11] Yoo, J., and Lee, J., "Prediction of Aeroacoustic Noise Generated by Viscous Flow around Rectangular Cross Sections," Proceedings of the 41st AIAA/ASME/AHS/ASC Structures, Structural Dynamics and Materials Conference, Atlanta, GA, 2000.

[10] Jang, M., and Lee, J., "Genetic Algorithm Based Design of Transonic Airfoils Using Euler Equations," Proceedings of the 41st AIAA/ASME/AHS/ASC Structures, Structural Dynamics and Materials Conference, Atlanta, GA, 2000.

[9] Kim, S., and Lee, J., "Development of Global Function Approximations for Design Optimization Using Evolutionary Fuzzy Modeling," Proceedings of the 1st China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems, Xian, China, 1999.

[8] Yoo, S., Lee, J., Min, O., and Kim, S., "Airflow and Sound Induced by Disk Rotation in DVD Drives, Part II: Visualization and Simulation for Noise Prediction," Proceedings of the 10th ASME Symposium on Information Storage and Processing System, Santa Clara, CA, 1999.

[7] Hajela, P., and Lee, J., "Classifier System in Approximate Optimization," Smart Design and Manufacturing Conference, Tokyo, Japan, 1997.

[6] Lee, J., and Hajela, P., "Decomposition Based Design - Subsystem Interactions through Immune Network Simulation," Proceedings of the 6th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization, Bellevue, WA, 1996.

[5] Lee, J., and Hajela, P., "Parallel GA Implementation in Multidisciplinary Rotor Blade Design," Proceedings of American Helicopter Society, Structures Specialists' Meeting, Virginia, 1995.

[4] Hajela, P., and Lee, J., "Constraint Handling in Genetic Search via Schema Adaptation: An Immune Network Solution," Proceedings of the1st World Congress on Structural and Multidisciplinary Optimization, Germany, 1995.

[3] Hajela, P., and Lee, J., "Genetic Algorithms in Multidisciplinary Rotor Blade Design," Proceedings of SDM Conference, New Orleans, LA, 1995.

[2] Hajela, P., and Lee, J., "Sizing of Rotor Blade Using Advanced Genetic Algorithm Strategies," American Helicopter Society, Structural Dynamics and Aeroelasticity Conference, Troy, NY, 1993.

[1] Xue, Y., Lee, J., and Lyrintzis, A. S., "Unsteady Transonic Flow Noise and Blade Vortex Interactions," Proceedings of Fluid-Structures Interactions Conference, San Francisco, CA, 1992.


Domestic Conference since Fall of 2008

[35] 전은기, 이종수, "베이지안 S/N비 평가에 관한 기초 연구," 대한기계학회 2014년 추계학술대회, 광주, 11/11~14, 2014.

[34] 염경미, 이종수, "인공신경망을 이용한 베이지안 추론의 신뢰성 평가," 대한기계학회 2014년 추계학술대회, 광주, 11/11~14, 2014.

[33] 염경미, 이종수, "대변형을 수반하는 유연한 구조물의 굽힘거동 수치해석," 대한기계학회 2014년 추계학술대회, 광주, 11/11~14, 2014.

[32] 김동수, 이종수, "Evidence 이론을 이용한 불충분한 실험자료에 대한 정량화 방법," 대한기계학회 2014년 추계학술대회, 광주, 11/11~14, 2014.

[31] 윤재현, 이종수, "PID 제어를 통한 쿼드콥터 자세제어," 대한기계학회 2014년 추계학술대회, 광주, 11/11~14, 2014.

[30] 도재혁, 이종수, "인공신경망 기반 베이지안 신뢰성 평가에 관한 기초 연구," 대한기계학회 2014년 추계학술대회, 광주, 11/11~14, 2014.

[29] 도재혁, 이종수, "분자역학 기반 유한요소법을 이용한 SWCNT의 인장특성 평가," 대한기계학회 2014년 추계학술대회, 광주, 11/11~14, 2014.

[28] 도재혁, 권영두, 이종수, "가압 경수로용 환형 핵연로의 간극 크기 최적설계," 한국정밀공학회 2014년 추계학술대회, 창원, 10/29~31, 2014.

[27] 윤재현, 이종수, "실험계획법을 이용한 쿼드콥터 블레이드 형상 최적설계," 한국정밀공학회 2014년 추계학술대회, 창원, 10/29~31, 2014.

[26] 양혜미, 염경미, 이종수, "헬름홀츠 공명기 효과에 따른 원형 진동판의 진폭 변화량 분석," 대한기계학회 CAE 및 응용역학부문 춘계학술대회, 서귀포, 4/30~5/03, 2014.

[25]  정동호, 이종수, "Lithium Second Battery Design Using Data Mining," 대한기계학회 CAE 및 응용역학부문 춘계학술대회, 부산, 5/23~25, 2013.

[24] 김영균, 이종수, "Weight Analysis of Folder Front Fatigue Strength Using Data Mining Techniques," 대한기계학회 CAE 및 응용역학부문  춘계학술대회, 부산, 5/23~25, 2013.

[23] 이익환, 정원태, 박경환, 이종수, "Simulation Based Analysis of Pressure and Wear Distributions on Brake Pad," 대한기계학회 CAE 및 응용역학부문 춘계학술개회, 부산, 5/23~25, 2013.

[22]  정희석, 윤재현, 고재천, 이익환, 이종수, "오류역전파 신경망 이론식에 의한 1차 민감도 근사해석," 대한기계학회 추계학술대회, 창원, 11/7~9, 2012. 

[21]  김동수, 이종수, "반응표면법 및 비지배 분류 유전알고리즘을 이용한 취배수문의 응력 및 변위 최소화," 대한기계학회 CAE 및 응용역학부문 춘계학술대회, 제주, 5/10~12, 2012.

[20] 박승찬, 이종수, "균일 화상 품질 구현을 위한 닥터 블레이드 근사모델링," 대한기계학회 CAE 및 응용역학부문 춘계학술대회, 제주, 5/10~12, 2012.


[19] 윤재현, 고재천, 이종수, "탠덤배열 팬 블레이드 로터의 유동해석 및 추력성능 분석," 대한기계학회 CAE 및 응용역학부문 춘계학술대회, 제주, 5/10~12, 2012.

[18] 고재천, 방인완, 차상우, 이경우, 신성원, 윤재현, 이종수, "다양한 하중조건을 고려한 엔진밸브시트의 변형 및 마모 해석 기초 연구," 대한기계학회 CAE 및 응용역학부문 춘계학술대회, 제주, 5/10~12, 2012.

[17]  최하영, 이동형, 이종수," 철도 차륜 플랜지 손상 저감을 위한 차륜형상 설계," 대한기계학회 추계학술대회, 대구, 2011.

[16] 심형민, 송창용, 이종수, "보수적 근사모델을 적용한 신뢰성기반 강건 최적설계 방법 기초연구," 대한기계학회 추계학술대회,  대구, 2011.

[15]  이승주, 박재인, 이준규, 이수홍, 이종수,"NOx 및 Soot 저감분석을 위한 역전파 신경망을 이용한 디젤엔진 배기시스템의 근사모델링," 한국자동차공학회 춘계학술대회, 제주, 2011.

[14] 심형민, 박재인, 이준규, 이수홍, 이종수, "디젤엔진 연료 분사량 예측을 위한 HCS기반 신경망 근사모델링," 한국자동차공학회 춘계학술대회, 제주, 2011.

[13] 박준오, 이종수, "파라미터 평가를 통한 로봇주물 프레임의 최적설계", 한국정밀공학회 춘계학술대회, 제주도, 2011.

[12] 박준오, 이종수, "산업용 로봇주물의 설계를 위한 구조해석 및 파라미터 평가", 대한기계학회 CAE 및 응용역학부문 춘계학술대회, 서울무역전시장, 2011.

[11]  최하영, 송창용, 이동형, 이종수, "반응표면법을 이용한 차륜답면형상의 근사최적화," 한국정밀공학회 추계학술대회, 창원, 2010.

[10]  이의윤, 김봉준, 이종수, "공조용 로터리 압축기 소음저감을 위한 어큐뮬레이터 최적설계," 대한기계학회 추계학술대회, 제주도, 2010.

[9] 김현우, 이종수, "사무용 인쇄기기 급지시스템 설계를 위한 신경망응용 파라미터 분석," 대한기계학회 추계학술대회, 제주도, 2010.

[8]  송창용, 이종수, "구조 최적설계를 위한 다양한 근사최적화기법의 적용 및 비교," 대한기계학회 CAE 및 응용역학부분 춘계학술대회, 서울대학교, 2010.

[7] 권동현, 이종수, "추진력 생성을 위한 가오리 날개 짓의 유체-구조연성 수치해석 연구," 대한기계학회 추계학술대회, 용평리조트, 2009.

[6] 정의문, 이종수, "트리즈를 이용한 에어컨디셔너 프레임구조의 강건설계," 대한기계학회 추계학술대회, 용평리조트, 2009.

[5] 권용식, 이종수, "설계 파라미터의 변동을 고려한 다중목적 강건최적설계," 대한기계학회 추계학술대회, 용평리조트, 2009.

[4]  최하영, 이동형, 유원희, 이종수, "차륜 및 차축의 변형을 고려한 차륜-레일 접촉해석," 한국정밀공학회 춘계학술대회, 제주, 2009.

[3] 신광호, 이종수, "웨이블렛 신경망을 이용한 전역근사 메타모델의 성능비교," 대한기계학회 CAE 및 응용역학부문 춘계학술대회, 한국관광공사, 2009.

[2] 최하영, 이동형, 유원희, 이종수, "FEM을 이용한 철도차량용 차륜과 레일의 접촉응력해석," 한국정밀공학회, 추계학술대회, 강원도, 2008.

[1] Lee, J., "Role of Artificial Neural Networks in Multidisciplinary Optimization and Axiomatic Desgn," 대한기계학회 추계학술대회, 용평리조트, 2008.


Seminar and Workshop

Advanced Data Sampling and Approximate Optimization Techniques in Engineering Design, KEFICO, September, 2011.

Creative Mechanical Engineering Design and Education in Yonsei University, Hanoi University of Technology, Hanoi, Vietnam, June, 2009.

Soft Computing Techniques in Probabilistic Design Optimization, Samsung Advanced Institute of Technology, February, 2007.

Engineering Design Optimization with Industrial Applications, Doosan Heavy Industries, December, 2005.

Application of Soft Computing Techniques in Design under Uncertainty, Korea Electric Power Research Institute, June, 2004.

Evolutionary and Soft Computing Techniques in Engineering Optimization, School of Aerospace Engineering, Georgia Institute of Technology, Atlanta, GA, May, 2004.

Evolutionary and Soft Computing Techniques in Engineering Optimization, Samsung Advanced Institute of Technology, January, 2004.

Genetic Algorithms and Their Applications, Center of Innovative Design Optimization Technology, Hanyang University, July, 2003.

Genetic Algorithms and Their Applications in Multidisciplinary Design Optimization, Department of Mechatronics, Gwangju Institute of Science and Technology, April, 2001.

Multidisciplinary Design Optimization: A Perspective, Department of Ocean Engineering and Naval Architecture, Seoul National University, April, 2000.


Patent

(To be completed.)


Award

대한기계학회 2014년도 CAE및응용역학부문 학술상, 11/11~14, 2014.

Best Paper in the Spring Conference of Korea Fuzzy Logic and Intelligent System, May, 2005.

Baek-Am Academic Award, Korean Society of Mechanical Engineers, November, 2005.


Others