HENSON: A visualization framework for genetic algorithm users

Proceedings of the 1999 Congress on Evolutionary Computation, CEC 1999

Volumn 1, Issue , 1999, Pages 562-569

  Collins, T D ^a  

^a OPEN UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CALCULATIONS; GENETIC ALGORITHMS;

DEVELOPMENT AND APPLICATIONS; PRACTICAL USE; SOFTWARE VISUALIZATION; VISUALIZATION DESIGNS; VISUALIZATION FRAMEWORK; VISUALIZATION RESEARCH;

VISUALIZATION;

EID: 4444241509     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.1999.781983     Document Type: Conference Paper

References (27)

1. R. Baecker, "An application overview of program visualisation", Computer Graphics: SIGGRAPH'86, vol. 20, no. 4, p. 325, 1986.
2. A. Kapsalis and G. Smith, The GAMETER Development Toolkit User Interface Manual, 1992. University of East Anglia, Norwich, UK.
3. T. Routen and T. Collins, "Visualisation of A. I. techniques", in The Proceedings of the International Conference on Computer Graphics and Visualization COM-PUGRAPH'93, (Portugal), ACM Press, 1993.
4. B. Nassersharif, D. Ence, and M. Au, "Visualisation of evolution of genetic algorithms", in The Proceedings of the World Congress on Neural Networks, vol. 1, (San Diego, CA., USA), pp. 1-560-1-565, 1994.
5. W. Spears, "Visualizing genetic algorithms", Tech. Rep. AIC-94-055, AI Center, Naval Research Laboratory, Washington, D. C., 1994.
6. T. Dabs and J. Schoof, "A graphical user interface for genetic algorithms", Tech. Rep. 98, Lehrstuhl fur Informatik II, University Wurzburg, DE., February 1995.
7. R. Dybowski, T. Collins, and P. Weller, "Visualization of binary string convergence by sammon mapping", in The Proceedings of the Fifth Annual Conference on Evolutionary Programming EP'96 (L. Fogel, P. Angeline, and T. Baeck, eds.), (San Diego, CA.), pp. 377-383, MIT Press, 1996.
8. T. Collins, "Using software visualization technology to help evolutionary algorithm users validate their solutions", in The Proceedings of the Seventh International Conference on Genetic Algorithms ICGA'97, (East Lansing, ML, USA), pp. 307-314, August 1997.
9. W. Shine and C. Eick, "Visualizing the evolution of genetic algorithm search processes", in The Proceedings of the 1997 IEEE International Conference on Evolutionary Computation ICEC'97, pp. 367-372, 1997.
10. H. Pohlheim, Development and Engineering Applications of Evolutionary Algorithms. PhD thesis, Faculty of Informatics for Automation, Technical University II-menau, Germany, 1998.
11. M. Bedau and C. Brown, "Visualizing evolutionary activity of genotypes", Tech. Rep. 98-03-023, Santa Fe Institute, Santa Fe, New Mexico, USA., 1998. Available from http://www.santafe.edu/sfi/publicatio ns/Abstracts/98-03-02 3abs.html.
12. T. Collins, "Understanding evolutionary computing: A hands on approach", in The Proceedings of the IEEE International Conference on Evolutionary Computation ICEC'98, pp. 564-569, 1998.
13. A. Fraser, "Simulation of genetic systems by automatic digital computers", Australian Journal of Biological Science, vol. 10, pp. 484-499, 1957.
14. B. Bell, J. Rieman, and C. Lewis, "Usability testing of a graphical programming system: Things we missed in a programming walkthrough", in The Proceedings of the International Conference on Human Factors in Computing Systems CHT9I, (New Orleans, LA.), pp. 7-12, 1991.
15. A. Repenning and A. Ioannidou, "Behavioural processors: Layers between end-users and Java virtual machines", in The Proceedings of the 1997 IEEE Symposium of Visual Languages, pp. 402-409, 1997.
16. Z. Michalewicz, "GENOCOP: A genetic algorithm system for optimizing functions with linear constraints." 1991. Available from http://www.coe.uncc.edu/~zbyszek/evol-systems.html.
17. G. Williams, GECO: A CLOS-based Framework for Prototyping Genetic Algorithms, version 2.0, November 1993. Further information on GECO can be obtained from george@hsvaic.hv. boeing.com.
18. M. Wall, GAlib: A C++ Library of Genetic Algorithm Components, June 1996.
19. A. S. Wu, D. Burke, K. De Jong, J. Grefenstette, and L. Ramsey, "Visual navigation through a genetic algorithm." Unpublished Report, 1998.
20. J. Benin, Semiology of Graphics. Wisconsin: The University of Winsconsin Press, 1983.
21. E. R. Tufte, The Visual Display of Quantitative Information. Cheshire, Connecticut: Graphics Press, 1983.
22. J. Domingue, B. Price, and M. Eisenstadt, "A framework for describing and implementing software visualisation systems.", in The Proceedings of the Graphics Interface Conference GI'92, (Vancouver, Canada.), 11-15 May 1992.
23. I. Harvey and A. Thompson, "Through the labyrinth evolution finds a way: A silicon ridge", in The Proceedings of the First International Conference on Evolvable Systems: From Biology to Hardware ICES'96, Springer-Verlag, 1996. Available from ftp://ftp. cogs.sussx.ac.uk/pub/users/ inmanh/sil-ridge.ps.gz.
24. K. De Jong, "An analysis of the behavior of a class of genetic adaptive systems", Dissertation Abstracts International, vol. 36(10), no. 5140B, 1975. Doctoral dissertation, University of Michigan, MI. University Microfilms No. 756-9381.
25. J. Stasko, TANGO: A Framework and System for Algorithm Animation. PhD thesis, Brown University, Providence, RL, 1989.
26. A. Kapsalis, V. Rayward-Smith, and G. Smith, "Fast sequential and parallel implementation of genetic algorithms using the GAMETER toolkit.", in The Proceedings of the International Conference on Neural Networks and Genetic Algorithms, (Innsbruck), Springer-Verlag, 1993.
27. T. Collins, "The visualisation of genetic algorithms", Master's thesis, Department of Computer Science, De Montfort University, Leicester, UK., 1993.