Visualisation methods for supporting the exploration of high dimensional problem spaces in engineering design

Proceedings - International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2003, Associated and co-located with International Conference on Information Visualization, IV 2003

Volumn , Issue , 2003, Pages 2-13

  Packham, I S J ^a   Denham, S L ^a  

^a UNIVERSITY OF PLYMOUTH   (United Kingdom)

Author keywords

Data engineering; Data visualization; Design engineering; Genetic algorithms; Kernel; Performance evaluation; Process design; Robustness; Sampling methods; Space exploration

Indexed keywords

DATA VISUALIZATION; DESIGN; GENETIC ALGORITHMS; INFORMATION ANALYSIS; INFORMATION SCIENCE; INFORMATION SYSTEMS; PROCESS DESIGN; QUALITY CONTROL; ROBUSTNESS (CONTROL SYSTEMS); SPACE RESEARCH; VISUALIZATION;

DATA ENGINEERING; DESIGN ENGINEERING; KERNEL; PERFORMANCE EVALUATION; SAMPLING METHOD; SPACE EXPLORATIONS;

SEARCH ENGINES;

EID: 84944028566     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CMV.2003.1214998     Document Type: Conference Paper

References (32)

1. Dym C.L. (1994), Engineering Design: A Synthesis of Views, Cambridge University Press.
2. Phadke M.S. (1989), Quality Engineering using Robust Design, Prentice-Hall International.
3. Goldberg D.E. (1989), Genetic Algorithms in Search, Optimization & Machine Learning, Addison-Wesley Publishing Company.
4. Silverman B.W. (1986), Density Estimation for Statistics and Data Analysis, Chapman and Hall.
5. Eckert C., Kelly I. & Stacey M. (1999), "Interactive Generative Systems for Conceptual Design: An Empirical Perspective", Artificial Intelligence for Engineering Design, Analysis and Manufacturing - Special Issue: Generative Systems in Design, Vol. 13, No. 4, pp. 303-320.
6. Cross N. (1994), Engineering Design Methods: Strategies for Product Design, (second edition), John Wiley & Sons.
7. Taguchi G. (1986), Introduction to Quality Engineering: Designing Quality into Products and Processes, Asian Productivity Organisation.
8. Parkinson A., Sorenson C. & Pourhassen N. (1993), "A General Approach for Robust Optimal Design", Transactions of the ASME, Journal of Mechanical Design, Vol. 115, No. 1, pp. 74-80.
9. Beasley, D., Bull, R.B. & Martin, R.R. (1993), "A Sequential Niche Technique for Multimodal Function Optimization", Evolutionary Computation, Vol. 1, No. 2, pp. 101-125.
10. Tweedie L., Spence R., Dawkes H. & Su H. (1996) "The Influence Explorer - a Tool for Design", Video Proceedings of CHI'96, ACM: http://www1.acm.org/sigs/sigchi/chi96/proceedings/videos.htm.
11. Spence R. (URL), "The Acquisition of Insight": http://www.ee.ic.ac.uk/research/information/www/Bobs.html, last modified 18/04/2002.
12. Swayne D. F., Cook D. & Buja A. (1998), "XGobi: Interactive Dynamic Data Visualization in the X Window System", Journal of Computational and Graphical Statistics, Vol. 7, No. 1, pp. 113-130.
13. Swayne D. F. Cook D. Buja A. & Lang D.T. (2001), "ggobi Manual", September 2001, see (last updated: December 19 11:05 EST 2002): http://www.ggobi.org/Documentation.html
14. Becker R.A. & Cleveland W.S. (1987), "Brushing Scatterplots", Technometrics Vol. 29, No. 2, pp. 127-142.
15. Friedman J. H. & Tukey J. W. (1974), "A Projection Pursuit Algorithm for Exploratory Data Analsysis", IEEE Transactions on Computers, Vol. C-23, No.9.
16. Gilbert D.R., Schroeder M. & van Helden J. (2000), "Interactive Visualization and Exploration of Relationships Between Biological Objects", Trends in Biotechnology, Vol. 18, No. 12, pp. 487-494.
17. Parmee, I.C., Cvetkovi , D., Watson, A.H. & Bonham, C.R. (2000), "Multiobjective Satisfaction within an Interactive Evolutionary Design Environment", Evolutionary Computation, Vol. 8, No. 2, pp. 197-222.
18. Pham, D.T. & Yang, Y. (1993), "A Genetic Algorithm Based Preliminary Design System", Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Vol. 207, No. 2, pp. 127-133.
19. Jo, J. (1998), "Interactive Evolutionary Design System: Process and Knowledge Representation", Computational Models of Creative Design Conference, Heron Island, Australia, pp. 215-224.
20. Pohlheim, H. (1999), "Visualization of Evolutionary Algorithms - Set of Standard Techniques and Multidimensional Visualization", Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '99), Orlando, Florida, USA, pp. 533-540.
21. Collins, T.D. (1997), "Using Software visualisation to Help Evolutionary Algorithm Users Validate their Solutions", Proceedings of the Seventh international Conference on Genetic Algorithms (ICGA-97), Michigan State University, pp. 307-314.
22. Chipperfield A.J., Fleming P.J., Pohlheim H. & Fonseca C.M. (URL), Genetic Algorithm Toolbox Ror Use with Matlab, see (last modified: October 2, 2002): http://www.shef.ac.uk/~gaipp/ga-toolbox/
23. Deb K. & Goldberg D.E. (1989), "An Investigation of Niche and Species Formation in Genetic Function Optimization", Proceedings of the Third International Conference on Genetic Algorithms, pp. 42-50.
24. Dejong K. (1975), "An Analysis of the Behaviour of a Class of Genetic Adaptive Systems", (Doctoral Dissertation, University of Michigan), Dissertation Abstracts International, 36(10), 5140B.
25. Jain A.K., Murty M.N. & Flynn P.J. (1999), "Data Clustering: A Review", ACM Computing Surveys, Vol. 31, No. 3, pp. 264-323.
26. Levinson S.E., Rabiner L.R., Rosenberg A.E. & Wilpon J.G. (1979), "Interactive Clustering Techniques for Selecting Speaker-Independent Reference Templates for Isolated Word Recognition", IEEE Transactions on Acoustics, Speech and Signal Processing, Vol. ASSP-27, No. 2, pp. 134-141.
27. Beardah C.C (1999). "Kernel Density Estimation Demonstrations - Help Sheet", see "MATLAB Toolbox for Density Estimation", last update: 9th September 1999: http://science.ntu.ac.uk/msor/ccb/densest.html
28. Shneiderman B. (1998), Designing the User Interface, Reading, Massachusetts, Addison-Wesley.
29. Chambers J.M., Cleveland W.S., Kleiner B. & Tukey P.A. (1983), Graphical Methods for Data Analysis, New York, Chapman & Hall.
30. Inselberg A. & Dimsdale B. (1994), "Multi-dimensional Lines I: Representation" & "Multi-dimensional Lines II: Proximity and Applications", SIAM J. Appl. Math., Vol. 54, No. 2, pp. 559-596.
31. Hyvärinen A. & Oja E. (2000), "Independent Component Analysis: Algorithms and Applications". Neural Networks, Vol. 13 (4-5), pp. 411-430.
32. Sammon J.W. (1969), "A Nonlinear mapping for Data Structure Analysis", IEEE Transactions on Computers, Vol. 18, No. 5, pp. 401-409.