{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,28]],"date-time":"2026-01-28T21:35:26Z","timestamp":1769636126873,"version":"3.49.0"},"publisher-location":"Berlin, Heidelberg","reference-count":88,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642252020","type":"print"},{"value":"9783642252037","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-25203-7_1","type":"book-chapter","created":{"date-parts":[[2012,1,11]],"date-time":"2012-01-11T08:11:00Z","timestamp":1326269460000},"page":"1-25","source":"Crossref","is-referenced-by-count":8,"title":["An Overview of Design Challenges and Methods in Aerospace Engineering"],"prefix":"10.1007","author":[{"given":"Dimitri N.","family":"Mavris","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Olivia J.","family":"Pinon","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2012,1,12]]},"reference":[{"key":"1_CR1","doi-asserted-by":"crossref","unstructured":"Baker, M., Giesing, J.: A practical approach to mdo and its application to an hsct aircraft. In: Proceedings of the 1st AIAA Aircraft Engineering, Technology, and Operations Congress, AIAA-1995-3885, Los Angeles, CA (1995)","DOI":"10.2514\/6.1995-3885"},{"key":"1_CR2","unstructured":"Bandte, O.: A probabilistic multi-criteria decision making technique for conceptual and preliminary aerospace systems design. Ph.D. thesis, Georgia Institute of Technology, School of Aerospace Engineering, Atlanta, GA, U.S.A (2000)"},{"key":"1_CR3","unstructured":"Blanchard, B.S., Fabrycky, W.J.: Systems Engineering and Analysis, 3rd edn. Prentice Hall International Series in Industrial & Systems Engineering. Prentice Hall (1998)"},{"key":"1_CR4","volume-title":"Statistics for Experimenters","author":"G.E.P. Box","year":"1978","unstructured":"Box, G.E.P., Hunter, W.G., Hunter, J.S.: Statistics for Experimenters. John Wiley & Sons, Inc., NY (1978)"},{"issue":"Series B","key":"1_CR5","first-page":"1","volume":"13","author":"G.E.P. Box","year":"1951","unstructured":"Box, G.E.P., Wilson, K.B.: On the experimental attainment of optimum conditions. Journal of the Royal Statistical Society\u00a013(Series B), 1\u201345 (1951)","journal-title":"Journal of the Royal Statistical Society"},{"key":"1_CR6","doi-asserted-by":"crossref","unstructured":"Cacuci, D.G.: Sensitivity and Uncertainty Analysis: Theory, 1st edn., Boca Raton, FL, vol.\u00a0I (2003)","DOI":"10.1201\/9780203498798"},{"issue":"1","key":"1_CR7","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1214\/ss\/1177010638","volume":"9","author":"B. Cheng","year":"1994","unstructured":"Cheng, B., Titterington, D.M.: Neural networks: A review from a statistical perspective. Statistical Science\u00a09(1), 2\u201354 (1994)","journal-title":"Statistical Science"},{"key":"1_CR8","doi-asserted-by":"crossref","unstructured":"Dalton, J.S., Miller, R.E., Behbahani, A.R., Lamm, P., VanGriethuysen, V.: Vision of an integrated modeling, simulation, and analysis framework and hardware: test environment for propulsion, thermal management and power for the u.s air force. In: Proceedings of the 43rd AIAA\/ASME\/SAE\/ASEE Joint Propulsion Conference and Exhibit, AIAA 2007-5711, Cincinnati, OH (2007)","DOI":"10.2514\/6.2007-5711"},{"key":"1_CR9","doi-asserted-by":"crossref","unstructured":"Daskilewicz, M.J., German, B.J., Takahashi, T., Donovan, S., Shajanian, A.: Effects of disciplinary uncertainty on multi-objective optimization in aircraft conceptual design. Structural and Multidisciplinary Optimization (2011), doi:10.1007\/s00158-011-0673-4","DOI":"10.1007\/s00158-011-0673-4"},{"key":"1_CR10","doi-asserted-by":"crossref","unstructured":"D\u2019Avino, G., Dondo, P., lo Storto, C., Zezza, V.: Reducing ambiguity and uncertainty during new product development: a system dynamics based approach. Technology Management: A Unifying Discipline for Melting the Boundaries, 538\u2013549 (2005)","DOI":"10.1109\/PICMET.2005.1509735"},{"key":"1_CR11","unstructured":"De Baets, P.W.G., Mavris, D.N.: Methodology for the parametric structural conceptual design of hypersonic vehicles. In: Proceedings of the 2000 World Aviation Conference, 2000-01-5618, San Diego, CA (2000)"},{"key":"1_CR12","unstructured":"De La Garza, A.P., McCulley, C.M., Johnson, J.C., Hunten, K.A., Action, J.E., Skillen, M.D., Zink, P.S.: Recent advances in rapid airframe modeling at lockheed martin aeronautics company. In: Proceedings of the AVT-173 - Virtual Prototyping of Affordable Military Vehicles Using Advanced MDO, no. RTO-MP-AVT-173 in NATO Research and Technology Organization, Bugaria (2011)"},{"key":"1_CR13","doi-asserted-by":"crossref","unstructured":"DeLaurentis, D.A., Mavris, D.N.: Uncertainty modeling and management in multidisciplinary analysis and synthesis. In: Proceedings of the 38th AIAA Aerospace Sciences Meeting and Exhibit, AIAA-2000-0422, Reno, NV (2000)","DOI":"10.2514\/6.2000-422"},{"key":"1_CR14","doi-asserted-by":"crossref","unstructured":"Eddy, J., Lewis, K.: Visualization of multi-dimensional design and optimization data using cloud visualization. In: Proceedings of the ASME Design Engineering Technical Conferences - Design Automation Conference, DETC02\/DAC-02006, Montreal, Quebec, Canada (2002)","DOI":"10.1115\/DETC2002\/DAC-34130"},{"key":"1_CR15","doi-asserted-by":"crossref","unstructured":"Eldred, M.S., Giuntay, A.A., Collis, S.S.: Second-order corrections for surrogate-based optimization with model hierarchies. In: Proceedings of the 10th AIAA\/ISSMO Multidisciplinary Analysis and Optimization Conference (2004)","DOI":"10.2514\/6.2004-4457"},{"key":"1_CR16","unstructured":"Fayyad, U., Grinstein, G.G.: Introduction. In: Information Visualization in Data Mining and Knowledge Discovery, pp. 1\u201312. Morgan Kaufmann Publishers (2002)"},{"issue":"4-5","key":"1_CR17","doi-asserted-by":"publisher","first-page":"423","DOI":"10.1007\/s10845-005-1655-4","volume":"16","author":"S.C. Feng","year":"2005","unstructured":"Feng, S.C.: Preliminary design and manufacturing planning integration using web-based intelligent agents. Journal of Intelligent Manufacturing\u00a016(4-5), 423\u2013437 (2005)","journal-title":"Journal of Intelligent Manufacturing"},{"key":"1_CR18","unstructured":"Foltz, M.A., Lee, A.: Infomapper: Coping with the curse of dimensionality in information visualization. Submitted To UIST 2002 (2002)"},{"key":"1_CR19","doi-asserted-by":"crossref","unstructured":"Forrester, A.I.J., S\u00f3bester, A., Keane, A.J.: Engineering Design via Surrogate Modeling: A Practical Guide. In: Progress in Astronautics and Aeronautics, vol.\u00a0226. John Wiley & Sons Ltd. (2008)","DOI":"10.1002\/9780470770801"},{"key":"1_CR20","doi-asserted-by":"crossref","unstructured":"German, B.J., Daskilewicz, M.J.: An mdo-inspired systems engineering perspective for the \u201cwicked\u201d problem of aircraft conceptual design. In: Proceedings of the 9th AIAA Aviation Technology, Integration, and Operations (ATIO) Conference, AIAA-2009-7115, Hilton Head, South Carolina (2009)","DOI":"10.2514\/6.2009-7115"},{"key":"1_CR21","doi-asserted-by":"crossref","unstructured":"Green, L.L., Lin, H.Z., Khalessi, M.R.: Probabilistic methods for uncertainty propagation applied to aircraft design. In: Proceedings of the 20th AIAA Applied Aerodynamics Conference, AIAA-2002-3140, St. Louis, Missouri (2002)","DOI":"10.2514\/6.2002-3140"},{"key":"1_CR22","unstructured":"Grewal, A.K.S., Zimcik, D.G.: Development of reduced order aerodynamic models from an open source cfd code. In: Proceedings of the AVT-173 - Virtual Prototyping of Affordable Military Vehicles Using Advanced MDO, no. RTO-MP-AVT-173 in NATO Research and Technology Organization, Bugaria (2011)"},{"key":"1_CR23","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1057\/palgrave.ivs.9500167","volume":"7","author":"J. Heer","year":"2008","unstructured":"Heer, J., Agrawala, M.: Design considerations for collaborative visual analytics. Informtion Visualization\u00a07, 49\u201362 (2008)","journal-title":"Informtion Visualization"},{"issue":"1","key":"1_CR24","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1287\/opre.28.1.4","volume":"28","author":"R.A. Howard","year":"1980","unstructured":"Howard, R.A.: An assessment of decision analysis. Operations Research\u00a028(1), 4\u201327 (1980)","journal-title":"Operations Research"},{"issue":"1","key":"1_CR25","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s00158-001-0160-4","volume":"23","author":"R. Jin","year":"2001","unstructured":"Jin, R., Chen, W., Simpson, T.W.: Comparative studies of metamodeling techniques under multiple modeling criteria. Structural and Multidisciplinary Optimization\u00a023(1), 1\u201313 (2001), doi:10.1007\/s00158-001-0160-4","journal-title":"Structural and Multidisciplinary Optimization"},{"key":"1_CR26","unstructured":"Kamdar, N., Smith, M., Thomas, R., Wikler, J., Mavris, D.N.: Response surface utilization in the exploration of a supersonic business jet concept with application of emerging technologies. In: Proceedings of the World Aviation Congress & Exposition, 2003-01-0359, Montreal, QC, Canada (2003)"},{"issue":"3","key":"1_CR27","doi-asserted-by":"publisher","first-page":"288","DOI":"10.1115\/1.2218370","volume":"6","author":"D. Kanukolanu","year":"2006","unstructured":"Kanukolanu, D., Lewis, K.E., Winer, E.H.: A multidimensional visualization interface to aid in tradeoff decisions during the solution of coupled subsystems under uncertainty. ASME Journal of Computing and Information Science in Engineering\u00a06(3), 288\u2013299 (2006)","journal-title":"ASME Journal of Computing and Information Science in Engineering"},{"key":"1_CR28","doi-asserted-by":"crossref","unstructured":"Keane, A.J., Nair, P.B.: Computational Approaches for Aerospace Design. John Wiley & Sons, Ltd. (2005)","DOI":"10.1002\/0470855487"},{"issue":"5","key":"1_CR29","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1109\/38.310723","volume":"14","author":"D. Keim","year":"1994","unstructured":"Keim, D., Kriegel, H.P.: Visdb: Database exploration using multidimensional visualization. IEEE Computer Graphics and Applications\u00a014(5), 40\u201349 (1994)","journal-title":"IEEE Computer Graphics and Applications"},{"issue":"8","key":"1_CR30","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1145\/381641.381656","volume":"44","author":"D.A. Keim","year":"2001","unstructured":"Keim, D.A.: Visual exploration of large data sets. Communications of the ACM\u00a044(8), 38\u201344 (2001)","journal-title":"Communications of the ACM"},{"key":"1_CR31","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"76","DOI":"10.1007\/978-3-540-71080-6_6","volume-title":"Visual Data Mining","author":"D.A. Keim","year":"2008","unstructured":"Keim, D.A., Mansmann, F., Schneidewind, J., Thomas, J., Ziegler, H.: Visual Analytics: Scope and Challenges. In: Simoff, S.J., B\u00f6hlen, M.H., Mazeika, A. (eds.) Visual Data Mining. LNCS, vol.\u00a04404, pp. 76\u201390. Springer, Heidelberg (2008)"},{"key":"1_CR32","unstructured":"Kesseler, E.: Advancing the state-of-the-art in the civil aircraft design: A knowledge-based multidisciplinary engineering approach. In: Proceedings of the European Conference on Computational Fluid Dynamics, ECCOMAS CDF 2006 (2006)"},{"key":"1_CR33","doi-asserted-by":"crossref","unstructured":"Konig, A.: Dimensionality reduction techniques for multivariate data classification, interactive visualization, and analysis-systematic feature selection vs. extraction. In: Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Engineering Systems and Allied Technologies, vol.\u00a01, pp. 44\u201355 (2000), doi:10.1109\/KES.2000.885757","DOI":"10.1109\/KES.2000.885757"},{"issue":"11","key":"1_CR34","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1145\/219717.219768","volume":"38","author":"P. Langley","year":"1995","unstructured":"Langley, P., Simon, H.A.: Applications of machine learning and rule induction. Communications of the ACM\u00a038(11), 55\u201364 (1995)","journal-title":"Communications of the ACM"},{"key":"1_CR35","unstructured":"Lee, H.Y., leng Ong, H., whatt Toh, E., Chan, S.K.: A multi-dimensional data visualization tool for knowledge discovery in databases. In: Proceedings of the 19th Annual International Computer Software & Applications Conference, pp. 7\u201311 (1995)"},{"key":"1_CR36","doi-asserted-by":"publisher","first-page":"1244","DOI":"10.2514\/1.24512","volume":"45","author":"T. Lieu","year":"2007","unstructured":"Lieu, T., Farhat, C.: Adaptation of aeroelastic reduced-order models and application to an f-16 configuration. AIAA Journal\u00a045, 1244\u20131257 (2007)","journal-title":"AIAA Journal"},{"issue":"2","key":"1_CR37","doi-asserted-by":"publisher","first-page":"144","DOI":"10.1115\/1.1583757","volume":"3","author":"C. Ligetti","year":"2003","unstructured":"Ligetti, C., Simpson, T.W., Frecker, M., Barton, R.R., Stump, G.: Assessing the impact of graphical design interfaces on design efficiency and effectiveness. Journal of Computing and Information Science in Engineering\u00a03(2), 144\u2013154 (2003), doi:10.1115\/1.1583757","journal-title":"Journal of Computing and Information Science in Engineering"},{"issue":"1-2","key":"1_CR38","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1016\/j.paerosci.2003.12.001","volume":"40","author":"D.J. Lucia","year":"2004","unstructured":"Lucia, D.J., Beran, P.S., Silva, W.A.: Reduced-order modeling: New approaches for computational physics. Progress in Aerospace Sciences\u00a040(1-2), 51\u2013117 (2004)","journal-title":"Progress in Aerospace Sciences"},{"key":"1_CR39","doi-asserted-by":"crossref","unstructured":"Maser, A.C., Garcia, E., Mavris, D.N.: Thermal management modeling for integrated power systems in a transient, multidisciplinary environment. In: Proceedings of the 45th AIAA\/ASME\/SAE\/ASEE Joint Propulsion Conference & Exhibit, AIAA-2009-5505, Denver, CO (2009)","DOI":"10.2514\/6.2009-5505"},{"issue":"1","key":"1_CR40","doi-asserted-by":"publisher","first-page":"298","DOI":"10.2514\/2.2437","volume":"36","author":"D.N. Mavris","year":"1999","unstructured":"Mavris, D.N., Bandte, O., DeLaurentis, D.A.: Robust design simulation: a probabilistic approach to multidisciplinary design. Journal of Aircraft\u00a036(1), 298\u2013307 (1999)","journal-title":"Journal of Aircraft"},{"key":"1_CR41","unstructured":"Mavris, D.N., DeLaurentis, D.A.: A stochastic design approach for aircraft affordability. In: Proceedings of the 21st Congress of the International Council on the Aeronautical Sciences (ICAS), ICAS-1998-623, Melbourne, Australia (1998)"},{"key":"1_CR42","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1016\/S1369-8869(00)00008-2","volume":"3","author":"D.N. Mavris","year":"2000","unstructured":"Mavris, D.N., DeLaurentis, D.A.: A probabilistic approach for examining aircraft concept feasibility and viability. Aircraft Design\u00a03, 79\u2013101 (2000)","journal-title":"Aircraft Design"},{"key":"1_CR43","doi-asserted-by":"crossref","unstructured":"Mavris, D.N., DeLaurentis, D.A., Bandte, O., Hale, M.A.: A stochastic approach to multi-disciplinary aircraft analysis and design. In: Proceedings of the 36th Aerospace Sciences Meeting and Exhibit, AIAA-1998-0912, Reno, NV (1998)","DOI":"10.2514\/6.1998-912"},{"key":"1_CR44","unstructured":"Mavris, D.N., Jimenez, H.: Systems Design. In: Architecture and Principles of Systems Engineering. Complex and Enterprise Systems Engineering Series, pp. 301\u2013322. CRC Press (2009)"},{"key":"1_CR45","unstructured":"Mavris, D.N., Pinon, O.J., Fullmer, D.: Systems design and modeling: A visual analytics approach. In: Proceedings of the 27th International Congress of the Aeronautical Sciences (ICAS), Nice, France (2010)"},{"key":"1_CR46","unstructured":"Meyer, J., Thomas, J., Diehl, S., Fisher, B., Keim, D., Laidlaw, D., Miksch, S., Mueller, K., Ribarsky, W., Preim, B., Ynnerman, A.: From visualization to visually enabled reasoning. Tech. rep., Dagstuhl Seminar 07291 on \u201cScientific Visualization\u201d (2007)"},{"key":"1_CR47","doi-asserted-by":"crossref","unstructured":"Moir, I., Seabridge, A.: Aircraft Systems: Mechanical, Electrical and Avionics Subsystems Integration, 3rd edn. AIAA Education Series. Professional Engineering Publishing (2008)","DOI":"10.2514\/4.479526"},{"key":"1_CR48","unstructured":"Myers, R.H., Montgomery, D.C.: Response Surface Methodology: Process and Product Optimization Using Designed Experiments, 2nd edn. Wiley Series in Probability and Statistics. John Wiley & Sons, Inc. (2002)"},{"key":"1_CR49","doi-asserted-by":"crossref","unstructured":"O\u2019Hara, J.J., Stump, G.M., Yukish, M.A., Harris, E.N., Hanowski, G.J., Carty, A.: Advanced visualization techniques for trade space exploration. In: Proceedings of the 48th AIAA\/ASME\/ASCE\/AHS\/ASC Structures, Structural Dynamics, and Material Conference, AIAA-2007-1878, Honolulu, HI, USA (2007)","DOI":"10.2514\/6.2007-1878"},{"key":"1_CR50","doi-asserted-by":"publisher","first-page":"995","DOI":"10.2514\/1.45790","volume":"48","author":"R.M. Paiva","year":"2010","unstructured":"Paiva, R.M., Carvalho, A., Crawford, C., Suleman, A.: Comparison of surrogate models in a multidisciplinary optimization framework for wing design. AIAA Journal\u00a048, 995\u20131006 (2010), doi:10.2514\/1.45790","journal-title":"AIAA Journal"},{"key":"1_CR51","unstructured":"Ravachol, M., Bezerianos, A., De-Vuyst, F., Djedidi, R.: Scientific visualization for decision support. Presentation to the Forum Ter@tec (2010)"},{"key":"1_CR52","unstructured":"Ravachol, M., Caillot, G.: Practical implementation of a multilevel multidisciplinary design process. In: Proceedings of the AVT-173 - Virtual Prototyping of Affordable Military Vehicles Using Advanced MDO, no. RTO-MP-AVT-173 in NATO Research and Technology Organization, Bugaria (2011)"},{"key":"1_CR53","series-title":"AIAA Education Series","volume-title":"Aircraft Design: A Conceptual Approach","author":"D.P. Raymer","year":"2006","unstructured":"Raymer, D.P.: Aircraft Design: A Conceptual Approach, 4th edn. AIAA Education Series. American Institute of Aeronautics and Astronautics, Inc., Reston (2006)","edition":"4"},{"issue":"1","key":"1_CR54","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1145\/353735.353739","volume":"10","author":"J.A. Reed","year":"2000","unstructured":"Reed, J.A., Follen, G.J., Afjeh, A.A.: Improving the aircraft design process using web-based modeling and simulation. ACM Transactions on Modeling and Computer Simulation\u00a010(1), 58\u201383 (2000)","journal-title":"ACM Transactions on Modeling and Computer Simulation"},{"key":"1_CR55","unstructured":"Roskam, J.: Airplane Design, Part VIII: Airplane Cost Estimation: Design, Development, Manufacturing and Operating. Darcoporation (1990)"},{"issue":"1","key":"1_CR56","doi-asserted-by":"publisher","first-page":"20","DOI":"10.2514\/1.9204","volume":"41","author":"A.M. Ross","year":"2004","unstructured":"Ross, A.M., Hastings, D.E., Warmkessel, J.M., Diller, N.P.: Multi-attribute tradespace exploration as front end for effective space system design. Jourmal of Spacecraft and Rockets\u00a041(1), 20\u201328 (2004)","journal-title":"Jourmal of Spacecraft and Rockets"},{"key":"1_CR57","unstructured":"Rubbert, P.E.: Cfd and the changing world of airplane design. In: Proceedings of the 19th Congress of the International Council of the Aeronautical Sciences (ICAS), ICAS-1994-0.2 (1994)"},{"key":"1_CR58","doi-asserted-by":"publisher","first-page":"1045","DOI":"10.1016\/j.autcon.2009.05.006","volume":"18","author":"A.D. Russell","year":"2009","unstructured":"Russell, A.D., Chiu, C.Y., Korde, T.: Visual representation of construction management data. Automation in Construction\u00a018, 1045\u20131062 (2009)","journal-title":"Automation in Construction"},{"issue":"1","key":"1_CR59","doi-asserted-by":"publisher","first-page":"41","DOI":"10.2307\/1270363","volume":"31","author":"J. Sacks","year":"1989","unstructured":"Sacks, J., Schiller, S.B., Welch, W.J.: Design for computer experiments. Technometrics\u00a031(1), 41\u201347 (1989)","journal-title":"Technometrics"},{"issue":"4","key":"1_CR60","doi-asserted-by":"publisher","first-page":"409","DOI":"10.1214\/ss\/1177012413","volume":"4","author":"J. Sacks","year":"1989","unstructured":"Sacks, J., Welch, W.J., Mitchell, T.J., Wynn, H.P.: Design and analysis of computer experiments. Statistical Science\u00a04(4), 409\u2013435 (1989)","journal-title":"Statistical Science"},{"key":"1_CR61","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1007\/s00163-005-0006-y","volume":"16","author":"A. Sch\u0151nning","year":"2005","unstructured":"Sch\u0151nning, A., Nayfeh, J., Zarda, R.: An integrated design and optimization environment for industrial large scaled systems. Research in Engineering Design\u00a016, 86\u201395 (2005)","journal-title":"Research in Engineering Design"},{"key":"1_CR62","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-78841-6","volume-title":"Model Order Reduction: Theory, Research Aspects, and Applications","author":"W.H. Schilders","year":"2008","unstructured":"Schilders, W.H., van der Vorst, H.A., Rommes, J.: Model Order Reduction: Theory, Research Aspects, and Applications. Springer, Heidelberg (2008)"},{"key":"1_CR63","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1007\/s00158-009-0420-2","volume":"41","author":"S. Shan","year":"2010","unstructured":"Shan, S., Wang, G.G.: Survey of modeling and optimization strategies to solve high-dimensional design problems with computationally-expensive black-box functions. Structural and Multidisciplinary Optimization\u00a041, 219\u2013241 (2010)","journal-title":"Structural and Multidisciplinary Optimization"},{"key":"1_CR64","doi-asserted-by":"crossref","unstructured":"Simpson, T.W., Peplinski, J.D., Koch, P.N., Allen, J.K.: On the use of statistics in design and the implications for deterministic computer experiments. In: Proceedings of the 1997 ASME Design Engineering Technical Conferences (DETC 1997), Sacramento, CA, USA (1997)","DOI":"10.1115\/DETC97\/DTM-3881"},{"key":"1_CR65","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1007\/PL00007198","volume":"17","author":"T.W. Simpson","year":"2001","unstructured":"Simpson, T.W., Peplinski, J.D., Koch, P.N., Allen, J.K.: Metamodels for computer-based engineering design: Survey and recommendations. Engineering with Computers\u00a017, 129\u2013150 (2001)","journal-title":"Engineering with Computers"},{"key":"1_CR66","doi-asserted-by":"crossref","unstructured":"Simpson, T.W., Spencer, D.B., Yukish, M.A., Stump, G.: Visual sterring commands and test problems to support research in trade space exploration. In: Proceedings of the 12th AIAA\/ISSMO Multidisciplinary Analysis and Optimization Conference, AIAA-2008-6085, Victoria, British Columbia, Canada (2008)","DOI":"10.2514\/6.2008-6085"},{"key":"1_CR67","volume-title":"Neural Networks for Statistical Modeling","author":"M. Smith","year":"1993","unstructured":"Smith, M.: Neural Networks for Statistical Modeling. Von Nostrand Reinhold, NY (1993)"},{"key":"1_CR68","unstructured":"Soban, D.S., Mavris, D.N.: Methodology for assessing survivability tradeoffs in the preliminary design process. In: Proceedings of the 2000 World Aviation Conference, 2000-01-5589, San Diego, CA (2000)"},{"key":"1_CR69","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/BF01197554","volume":"14","author":"J. Sobieszczanski-Sobieski","year":"1997","unstructured":"Sobieszczanski-Sobieski, J., Haftka, R.: Multidisciplinary aerospace design optimization: Survey of recent developments. Structural Optimization\u00a014, 1\u201323 (1997)","journal-title":"Structural Optimization"},{"key":"1_CR70","doi-asserted-by":"crossref","unstructured":"Stump, G., Simpson, T.W., Yukish, M., Bennett, L.: Multidimensional visualization and its application to a design by shopping paradigm. In: Proceedings of the 9th AIAA\/ISSMO Symposium on Multidisciplinary Analysis and Optimization, AIAA-2002-5622, Atlanta, GA, USA (2002)","DOI":"10.2514\/6.2002-5622"},{"issue":"1","key":"1_CR71","doi-asserted-by":"publisher","first-page":"113","DOI":"10.2307\/1390772","volume":"7","author":"D.F. Swayne","year":"1998","unstructured":"Swayne, D.F., Cook, D., Buja, A.: Xgobi: Interactive dynamic data visualization in the x window system. Journal of Computational Graphical Statistics\u00a07(1), 113\u2013130 (1998)","journal-title":"Journal of Computational Graphical Statistics"},{"issue":"7","key":"1_CR72","doi-asserted-by":"publisher","first-page":"545","DOI":"10.1016\/S0010-4485(01)00053-7","volume":"33","author":"S. Szykman","year":"2001","unstructured":"Szykman, S., Fenves, S.J., Keirouz, W., Shooter, S.B.: A foundation for interoperability in next-generation product development systems. Computer-Aided Design\u00a033(7), 545\u2013559 (2001)","journal-title":"Computer-Aided Design"},{"key":"1_CR73","doi-asserted-by":"crossref","unstructured":"Tam, W.F.: Improvement opportunities for aerospace design process. In: Proceedings of the Space 2004 Conference and Exhibit, AIAA-2004-6126, San Diego, CA (2004)","DOI":"10.2514\/6.2004-6126"},{"key":"1_CR74","unstructured":"Thomas, J.J., Cook, K.A. (eds.): Illuminating the Path: The Research and Development Agenda for Visual Analytics. IEEE CS Press (2005), http:\/\/nvac.pnl.gov\/agenda.stm"},{"issue":"3","key":"1_CR75","first-page":"544","volume":"40","author":"J. Thomas","year":"2003","unstructured":"Thomas, J., Dowell, E., Hall, K.: Three-dimensional transonic aeroelasticity using proper orthogonal decomposition based reduced order models. Journal\u00a040(3), 544\u2013551 (2003), doi:10.2514\/2.3128","journal-title":"Journal"},{"issue":"4","key":"1_CR76","doi-asserted-by":"publisher","first-page":"370","DOI":"10.1115\/1.2429697","volume":"129","author":"G.G. Wang","year":"2007","unstructured":"Wang, G.G., Shan, S.: Review of metamodeling techniques in support of the engineering design optimization. Journal of Mechanical Design\u00a0129(4), 370\u2013380 (2007)","journal-title":"Journal of Mechanical Design"},{"key":"1_CR77","doi-asserted-by":"publisher","first-page":"778","DOI":"10.1016\/j.rcim.2010.05.005","volume":"26","author":"H. Wang","year":"2010","unstructured":"Wang, H., Zhang, H.: A distributed and interactive system to integrated design and simulation for collaborative product development. Robotics and Computer-Integrated Manufacturing\u00a026, 778\u2013789 (2010)","journal-title":"Robotics and Computer-Integrated Manufacturing"},{"key":"1_CR78","doi-asserted-by":"publisher","first-page":"981","DOI":"10.1016\/S0010-4485(01)00157-9","volume":"34","author":"L. Wang","year":"2002","unstructured":"Wang, L., Shen, W., Xie, H., Neelamkavill, J., Pardasani, A.: Collaborative conceptual design - state of the art and future trends. Computer-Aided Design\u00a034, 981\u2013996 (2002)","journal-title":"Computer-Aided Design"},{"key":"1_CR79","doi-asserted-by":"crossref","unstructured":"Ward, M.: Xmdvtool: Integrating multiple methods for visualizing multivariate data. In: Proceedings of Visualization, Wahsington, D.C., USA, pp. 326\u2013333 (1994)","DOI":"10.1109\/VISUAL.1994.346302"},{"key":"1_CR80","doi-asserted-by":"crossref","unstructured":"Weickum, G., Eldred, M.S., Maute, K.: Multi-point extended reduced order modeling for design optimization and uncertainty analysis. In: Proceedings of the 47th AIAA\/ASME\/ASCE\/AHS\/ASC Structures, Structural Dynamics, and Materials Conference, AIAA-2006-2145, Newport, Rhode Island (2006)","DOI":"10.2514\/6.2006-2145"},{"key":"1_CR81","doi-asserted-by":"crossref","unstructured":"van Wijk, J.J.: The value of visualization. In: Proceedings of IEEE Visualization, pp. 79\u201386 (2005), doi:10.1109\/VISUAL.2005.1532781","DOI":"10.1109\/VISUAL.2005.1532781"},{"key":"1_CR82","doi-asserted-by":"crossref","unstructured":"Wong, P.C., Bergeron, R.D.: 30 years of multidimensional multivariate visualization. In: Proceedings of the Workshop on Scientific Visualization. IEEE Computer Society Press (1995)","DOI":"10.1007\/978-3-642-79057-7_9"},{"key":"1_CR83","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1057\/palgrave.ivs.9500133","volume":"5","author":"P.C. Wong","year":"2006","unstructured":"Wong, P.C., Rose, S.J., Chin Jr., G., Frincke, D.A., May, R., Posse, C., Sanfilippo, A., Thomas, J.: Walking the path: A new journey to explore and discover through visual analytics. Information Visualization\u00a05, 237\u2013249 (2006)","journal-title":"Information Visualization"},{"key":"1_CR84","unstructured":"Yang, J., Patro, A., Huang, S., Mehta, N., Ward, M.O., Rundensteiner, E.A.: Value and relation display for interactive exploration of high dimensional datasets. In: Proceedings of the Symposium on Information Visualization, Austin, TX (2004)"},{"key":"1_CR85","unstructured":"Zang, T.A., Hemsch, M.J., Hilburger, M.W., Kenny, S.P., Luckring, J.M., Maghami, P., Padula, S.L., Stroud, W.J.: Needs and opportunities for uncertainty-based multidisciplinary design methods for aerospace vehicles. Tech. Rep. NASA\/TM-2002-211462, NASA Langley Research Center (2002)"},{"key":"1_CR86","doi-asserted-by":"crossref","unstructured":"Zentner, J., Volovoi, V., Mavris, D.N.: Overview of metamodeling techniques for problems with a large number of input parameters. In: Proceedings of the AIAA 3rd Annual Aviation Technology, Integration, and Operations (ATIO) Conference, AIAA-2003-6762, Denver, CO (2003)","DOI":"10.2514\/6.2003-6762"},{"key":"1_CR87","unstructured":"Zhang, R., Noon, C., Oliver, J., Winer, E., Gilmore, B., Duncan, J.: Development of a software framework for conceptual design of complex systems. In: Proceedings of the 3rd AIAA Multidisciplinary Design Optimization Specialists Conference, AIAA-2007-1931, Honolulu, HI, USA (2007)"},{"key":"1_CR88","doi-asserted-by":"crossref","unstructured":"Zhang, R., Noon, C., Oliver, J., Winer, E., Gilmore, B., Duncan, J.: Immersive product configurator for conceptual design. In: Proceedings of the ASME Design Engineering Technical Conferences - Design Automation Conference, DETC 2007-35390, Las Vegas, NV, USA (2007)","DOI":"10.2514\/6.2007-1931"}],"container-title":["Complex Systems Design &amp; Management"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-25203-7_1.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,18]],"date-time":"2025-03-18T18:31:13Z","timestamp":1742322673000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-25203-7_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642252020","9783642252037"],"references-count":88,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-25203-7_1","relation":{},"subject":[],"published":{"date-parts":[[2012]]}}}