Procedural texture evolution using multi-objective optimization

New Generation Computing

Volumn 22, Issue 3, 2004, Pages 271-293

  Ross, Brian J ^a   Zhu, Han ^a  

^a BROCK UNIVERSITY   (Canada)

Author keywords

Genetic Programming; Multi objective Optimization; Procedural Textures

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER GRAPHICS; COMPUTER PROGRAMMING; DECISION MAKING; GENETIC ALGORITHMS; OPTIMIZATION;

DIVERGENCE STRATEGY; GENETIC PROGRAMMING; MULTI-OBJECTIVE OPTIMIZATION; PROCEDURAL TEXTURES;

PARETO PRINCIPLE;

EID: 3042642662     PISSN: 02883635     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF03040964     Document Type: Article

References (22)

1. Coello, C. A. C., Van Veldhuizen, D. A. and Lament, G. B., Evolutionary Algorithms for Solving Multi-Objective Problems, Kluwer Academic Publishers, 2002.
2. Deb, K., Agrawa, S., Pratap, A. and Meyarivan, T., "A Fast Elitist Non-dominated Sorting Genetic Algorithm for Multi-objective Optimization: NSGA-II," in Proc. PPSN VI, pp. 849-858, Springer-Verlag, 2000.
3. Ebert, D. S., Musgrave, F. K., Peachey, D., Perlin, K. and Worley, S., Texturing and Modeling: a Procedural Approach, 2 ed., Academic Press, 1998.
4. Fonseca, C. M. and Fleming, P. J., "An Overview of Evolutionary Algorithms in Multiobjective Optimization," Evolutionary Computation, 3, 1, pp. 1-16, 1995.
5. Goldberg, D. E., Genetic Algorithms in Search, Optimization, and Machine Learning, Addison Wesley, 1989.
6. Holland, J. H., Adaptation in Natural and Artificial Systems, MIT Press, 1992.
7. Horn, J., Nafpliotis, N. and Goldberg, D. E., "A Niched Pareto Genetic Algorithm for Multiobjective Optimization," in Proc. ICEC'94, pp. 82-87, 1994.
8. Ibrahim, A. E. M., "GenShade: an Evolutionary Approach to Automatic and Interactive Procedural Texture Generation," Ph.D. thesis, Texas A& M University, Dec. 1998.
9. Koza, J. R., Genetic Programming: On the Programming of Computers by Means of Natural Selection, MIT Press, 1992.
10. Laumanss, M., Zitzler, E. and Thiele, L., "On the Effects of Archiving, Elitism, and Density Based Selection in Evolutionary Multi-objective Optimization," in Proc. 1st Int. Conf. on Evolutionary Multi-Criterion Optimization, pp. 181-196, Springer-Verlag, 2001.
11. Lu, H. and Yen, G. G., "Rank-Density Based Multiobjective Genetic Algorithm," in Proc. CEC 2002, pp. 944-949, 2002.
12. Purshouse, R. C. and Fleming, P. J., "Elitism, Sharing, and Ranking Choices in Evolutionary Multi-Criterion Optimisation," Technical Report 815, Dept. of Automatic Control and Systems Engineering, University of Sheffield, Jan. 2002.
13. Rooke, S., "Eons of Genetically Evolved Algorithmic Images," in Bentley, P. J. and Corne, D. W. (eds.), Creative Evolutionary Systems, Morgan Kaufmann, pp. 330-365, 2002.
14. Rowe, J., Vinsen, K. and Marvin, N., "Parallel GAs for Multiobjective Functions," in Proc. of the 2nd Nordic Workshop on Genetic Algorithms and their Applications (2NWGA), pp. 61-70, University of Vaasa, Finland, 1996.
15. Sims, K., "Interactive Evolution of Equations for Procedural Models," The Visual Computer, 9, pp. 466-476, 1993.
16. Smith, J. R., "Integrated Spatial and Feature Image Systems: Retrieval, Analysis and Compression," Ph.D. thesis, Center for Telecommunications Research, Graduate School of Arts and Sciences, Columbia University, 1997.
17. Stollnitz, E., Derose, T. and Salesin, D., Wavelets for Computer Graphics: Theory and Application, Morgan Kaufmann, 1996.
18. Upstill, S., The Renderman Companion: A Programmer's Guide to Realistic Computer Graphics, Addison-Wesley, 1989.
19. Veldhuizen, D. A. van and Lamont, G. B., "Multiobjective Evolutionary Algorithms: Analyzing the State-of-the-Art," Evolutionary Computation, 8, 2, pp. 125-147, 2000.
20. Watt, A. and Watt, M., Advanced Animation and Rendering Techniques: Theory and Practice, ACM Press, 1992.
21. Wiens, A. L. and Ross, B. J., "Gentropy: Evolutionary 2D Texture Generation," Computers and Graphics Journal, 26, 1, pp. 75-88, Feb. 2002.
22. Zongker, D. and Punch, B., lil-gp 1.0 User's Manual, Dept. of Computer Science, Michigan State University, 1995.