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Applied Optics

Applied Optics

APPLICATIONS-CENTERED RESEARCH IN OPTICS

  • Vol. 40, Iss. 19 — Jul. 1, 2001
  • pp: 3256–3267

Efficient Evolutionary Algorithm for the Thin-Film Synthesis of Inhomogeneous Optical Coatings

Jinn-Moon Yang and Cheng-Yan Kao  »View Author Affiliations


Applied Optics, Vol. 40, Issue 19, pp. 3256-3267 (2001)
http://dx.doi.org/10.1364/AO.40.003256


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Abstract

We propose an efficient evolutionary approach for the thin-film synthesis of inhomogeneous optical coatings. The proposed approach consists of global and local strategies by integration of decreasing-based mutations and self-adaptive mutations by means of family competition and adaptive rules. Numerical results indicate that the proposed approach performs robustly and is competitive with other approaches. Our approach, although somewhat slower, is flexible and can easily be adopted to other application domains. Our approach is also able to generate homogeneous solutions with two materials available.

© 2001 Optical Society of America

OCIS Codes
(230.1360) Optical devices : Beam splitters
(310.1620) Thin films : Interference coatings
(310.6860) Thin films : Thin films, optical properties

Citation
Jinn-Moon Yang and Cheng-Yan Kao, "Efficient Evolutionary Algorithm for the Thin-Film Synthesis of Inhomogeneous Optical Coatings," Appl. Opt. 40, 3256-3267 (2001)
http://www.opticsinfobase.org/ao/abstract.cfm?URI=ao-40-19-3256


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References

  1. H. A. Macleod, Thin Film Optical Filters (McGraw-Hill, New York, 1986).
  2. J. A. Dobrowolski, “Optical properties of films and coatings,” in Handbook of Optics, M. Bass, ed. (McGraw-Hill, New York, 1995), Chap. 42, pp. 2824–2831.
  3. J. A. Aguilera, J. Aguilera, P. Baumeister, A. Bloom, D. Coursen, J. A. Dobrowolski, F. T. Goldstein, D. E. Gustafson, and R. A. Kemp, “Antireflection coatings for germanium IR optics: a comparison of numerical design methods,” Appl. Opt. 27, 2832–2840 (1988).
  4. J. A. Dobrowolski and R. A. Kemp, “Refinement of optical multilayer systems with different optimization procedures,” Appl. Opt. 29, 2876–2893 (1990).
  5. L. Li and J. A. Dobrowolski, “Computation speeds of different optical thin-film synthesis methods,” Appl. Opt. 31, 3790–3799 (1992).
  6. A. V. Tikhonravov, “Some theoretical aspects of thin-film optics and their applications,” Appl. Opt. 32, 5417–5426 (1993).
  7. B. G. Bovard, “Derivation of a matrix describing a rugate dielectric thin film,” Appl. Opt. 27, 1998–2005 (1988).
  8. S. Martin, J. Rivory, and M. Schoenauer, “Synthesis of optical multilayer systems using genetic algorithms,” Appl. Opt. 34, 2247–2254 (1995).
  9. H. Greiner, “Robust optical coating design with evolutionary strategies,” Appl. Opt. 36, 5477–5482 (1996).
  10. D. E. Goldberg, Genetic Algorithms in Search, Optimization and Machine Learning (Addison-Wesley, Reading, Mass., 1989).
  11. T. Bäck, F. Hoffmeister, and H.-P. Schwefel, “A survey of evolution strategies,” in Proceedings of the Fourth International Conference on Genetic Algorithms (Michigan State University, East Lansing, Mich., 1991), pp. 2–9.
  12. D. B. Fogel, Evolutionary Computation: Toward a New Philosophy of Machine Intelligence (Institute of Electrical and Electronics Engineers, Piscataway, N.J., 1995).
  13. T. Bäck, U. Hammel, and H.-P. Schwefel, “Evolutionary computation: comments on the history and current state,” IEEE Trans. Evol. Comput. 1, 3–17 (1997).
  14. J.-M. Yang and C.-Y. Kao, “An evolutionary algorithm for synthesizing optical thin-film designs,” in Parallel Probling Solving in Nature—PPSN V, in Vol. 1498 of Lecture Notes in Computer Science Series (Springer-Verlag, Berlin, 1998), pp. 947–958.
  15. J.-M. Yang and C.-Y. Kao, “Integrating adaptive mutations and family competition into genetic algorithms as function optimizer,” Soft Comput. 4, 89–102 (2000).
  16. J.-M. Yang and C.-Y. Kao, “Flexible ligand docking using a robust evolutionary algorithm,” J. Comput. Chem. 21, 988–998 (2000).
  17. B. T. Sullivan and J. A. Dobrowolski, “Implementation of a numerical needle method for thin-film design,” Appl. Opt. 35, 5484–5492 (1996).
  18. W. H. Southwell, “Coating design using very thin high- and low-index layers,” Appl. Opt. 24, 457–460 (1985).
  19. H.-P. Schwefel, Numerical Optimization of Computer Models (Wiley, Chichester, N.Y., 1981).
  20. X. Yao and Y. Liu, “Fast evolution strategies,” 151–161 (1997).
  21. A. V. Tikhonravov, M. K. Trubetskov, and G. W. DeBell, “Application of the needle optimization technique to design of optical coatings,” Appl. Opt. 35, 5493–5508 (1996).

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