The differential evolution algorithm as applied to array antennas and imaging

Studies in Computational Intelligence

Volumn 143, Issue , 2008, Pages 239-255

  Massa, Andrea ^a   Pastorino, M ^b   Randazzo, A ^b  

^a UNIVERSITY OF TRENTO   (Italy)

^b UNIVERSITY OF GENOA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 51649097683     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-540-68830-3_9     Document Type: Review

References (49)

1. Johnson, J.M., Ramat-Samii, Y.: Genetic algorithms in engineering electromagnetics. IEEE Antennas Propagat. Mag. 39(4), 7-21 (1997)
2. Haupt, R.L.: An introduction to genetic algorithms for electromagnetics. IEEE Antennas Propagat. Mag. 37(2), 7-15 (1995)
3. Weile, D.S., Michielssen, E.: Genetic algorithm optimization applied to electromagnetics: A review. IEEE Trans. Antennas Propagat. 45, 343-353 (1997)
4. Rahmat-Samii, Y., Michielssen, E.: Electromagnetic Optimization by Genetic Algorithms. Wiley, New York (1999)
5. Price, K.: An introduction to differential differential evolution. In: Corne, D., Dorigo, M., Glover, F. (eds.) New Ideas in Optimization. McGraw-Hill, New York (1999)
6. Storn, R., Price, K.: Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces. J. Global Optimization 11, 341-359 (1997)
7. Moscato, P.: On evolution, search, optimization, genetic algorithms and martial arts towards memetic algorithms. Tech. Rep. Caltech Concurrent Computation Program, Report. 826, California Institute of Technology, Pasadena, California, USA (1989)
8. Robinson, J., Rahmat-Samii, Y.: Particle swarm optimization in electromagnetics. IEEE Trans. Antennas Propagat. 52(2), 397-407 (2004)
9. Davis, L.: Genetic Algorithms and Simulated Annealing. Morgan Kaufmann Publishers Inc., San Francisco (1987)
10. Goldberg, D.E.: Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley, Boston (1989)
11. Yang, S., Gan, Y.B., Qing, A.: Sideband suppression in time-modulated linear arrays by the differential evolution algorithm. IEEE Antennas Wireless Propagat. Lett. 1, 173-175 (2002)
12. Kurup, D.G., Himdi, M., Rydberg, A.: Synthesis of uniform amplitude unequally spaced antenna array using the differential evolution algorithm. IEEE Trans. Antenna Propagat. 51(9), 2210-2217 (2003)
13. Yang, S., Nie, Z.: Mutual coupling compensation in time modulated linear antenna array. IEEE Trans. Antennas Propagat. 53(12), 4182-4185 (2005)
14. Balanis, CAA.: Antenna theory: analysis and design. Wiley, New York (1982)
15. Yang, S., Gan, Y.B., Tan, P.K.: A new technique for power-pattern synthesis in time-modulated linear arrays. IEEE Antennas Wireless Propagat. Lett. 2, 285-287 (2005)
16. McNamara, D.A.: Synthesis of sum and difference patterns for two-section monopulse arrays. Inst. Elect. Eng. Proc. pt H 135(6), 371-374 (1996)
17. Ares, F., Rodrìguez, J.A., Moreno, E.: Optimal compromise among sum and difference patterns. J. Electromagnetic Waves and Appl. 10, 1543-1555 (1996)
18. Lòpez, P., Rodrìguez, J.A., Ares, F., Moreno, E.: Subarray weighting for the difference patterns of monopulse antennas: Joint optimization of subarray configurations and weights. IEEE Trans. Antennas Propagat. 49(11), 1606-1608 (2001)
19. Caorsi, S., Massa, A., Pastorino, M., Randazzo, A.: Optimization of the difference patterns for monopulse antennas by an hybrid real/ integer-coded differential evolution method. IEEE Trans. Antennas Propagat. 53(1), 372-376 (2005)
20. Massa, A., Pastorino, M., Randazzo, A.: Optimization of the directivity of a monopulse antenna with a subarray weighting by an hybrid differential evolution method. IEEE Antennas Wireless Propagat. Lett. 5, 155-158 (2006)
21. Chiu, C.C., Liu, P.T.: Image reconstruction of a perfectly conducting cylinder by the genetic algorithm. IEE Proc. Microwave Antennas Propag. 143 (1996)
22. Kent, S., Gunel, T.: Dielectric permittivity estimation of cylindrical objects using genetic algorithm. J. Microwave Power and Electromagn. Energy 32, 109-113 (1997)
23. Caorsi, S., Massa, A., Pastorino, M., Raffetto, M., Randazzo, A.: Detection of buried inhomogeneous elliptic cylinders by a memetic algorithm. IEEE Trans. Antennas Propagat. 51, 2878-2884 (2003)
24. Qian, Z.P., Hong, W.: Image reconstruction of conducting cylinder based on FD-MEI and genetic algorithm. In: Proc. IEEE APS Int. Symp., vol. 2, pp. 718-721 (1998)
25. Caorsi, S., Massa, A., Pastorino, M.: A computational technique based on a real-coded genetic algorithm for microwave imaging purposes. IEEE Trans. Geosci Remote Sensing, special issue on Computational Wave Issues in Remote Sensing, Imaging and Target Identification, Propagation, and Inverse Scattering 38, 1697-1708 (2000)
26. Balanis, C.A.: Advanced engineering electromagnetics. Wiley, New York (1989)
27. Dourthe, C., Pichot, C., Dauvignac, J.Y., Cariou, J.: Inversion algorithm and measurement system for microwave tomography of buried object. Radio Sci. 35, 1097-1108 (2000)
28. Cui, T.J., Chew, W.C.: Diffraction tomographic algorithm for the detection of three-dimensional object buried in a lossy half-space. IEEE Trans. Geosci. Remote Sensing 50, 42-49 (2002)
29. Ramananjaona, C., Lambert, M., Lesselier, D., Zolésio, J.P.: Shape reconstruction of buried obstacles by controlled evolution of a level set: From a min-max formulation to numerical experimentation. Inverse Problems 17, 1087-1111 (2001)
30. Cui, T.J., Aydiner, A.A., Chew, W.C., Wright, D.L., Smith, D.W.: Three-dimensional imaging of buried object in very lossy earth by inversion of VETEM data. IEEE Trans. Geosci. Remote Sensing 41, 2197-2209 (2003)
31. Smith, G.S., Petersson, L.E.R.: On the use of evanescent electromagnetic waves in the detection and identification of object buried in lossy soil. IEEE Trans. Antennas Propagat. 48, 1295-1300 (2000)
32. Micolau, G., Saillard, M., Borderies, P.: DORT method as applied to ultrawideband signals for detection of buried objects. IEEE Trans. Geosci. Remote Sensing 41, 1813-1820 (2003)
33. Ferrayé, R., Dauvignac, J.Y., Pichot, C.: An inverse scattering method based on contour deformation by means of a level set method using frequency hopping technique. IEEE Trans. Antennas Propagat. 51, 1100-1112 (2003)
34. Zhang, Z.Q., Liu, Q.H.: Two nonlinear inverse methods for electromagnetic induction measurements. IEEE Trans. Geosci. Remote Sensing 39, 1331-1339 (2001)
35. Lambert, M., Lesselier, D.: Binary-constrained inversion of a buried cylindrical obstacle from complete and phaseless magnetic fields. Inverse Problems 16, 563-576 (2000)
36. Chommeloux, L., Pichot, C., Bolomey, J.C.: Electromagnetic modeling for microwave imaging of cylindrical buried inhomogeneities. IEEE Trans. Microwave Theory Tech. 34, 1064-1076 (1986)
37. Hughes, D., Zoughi, R.: A method for evaluating the dielectric properties of composites using a combined embedded modulated scattering and near-field microwave nondestructive testing technique. In: Proc. 18th IEEE Instrum. Meas. Technol. Conf., pp. 1882-1886 (2001)
38. Kleinman, R.E., van den Berg, P.M.: Two-dimensional location and shape reconstruction. Radio Sci. 29, 1157-1169 (1994)
39. Tijhuis, A.G., Belkebir, K., Litman, A.C.S., de Hon, B.: Theoretical and computational aspects of 2-D inverse profiling. IEEE Trans. Geosci. Remote Sensing 39, 1316-1330 (2001)
40. Franza, O., Joachimowicz, N., Bolomey, J.C.: SICS: A sensor interaction compensation scheme for microwave imaging. IEEE Trans. Antennas Propagat. 50, 211-216 (2002)
41. Massa, A., Pastorino, M., Randazzo, A.: Reconstruction of Two-Dimensional Buried Objects by a Differential Evolution Method. Inverse Problems, special session on Electromagnetic Characterization of Buried Obstacles 20(6), S135-S150 (2004)
42. Sommerfeld, A.: Partial Differential Equations in Physics. Academic Press, New York (1949)
43. Storn, R.: On the Usage of Differential Evolution for Function Optimization. In: Proc. 1996 Biennial Conference of the North American Fuzzy Information Processing Society (NAFIPS 1996), pp. 519-523 (1996)
44. Michalski, K.A.: Electromagnetic imaging of elliptical-cylindrical conductors and tunnel using a differential evolution algorithm. Microwave Opt. Technol. Lett. 28(3), 164-169 (2001)
45. Michalski, K.A.: Electromagnetic imaging of circular-cylindrical conductors and tunnels using a differential evolution algorithm. Microwave Opt. Technol. Lett. 27(5), 330-334 (2000)
46. Bonnard, S., Vincent, P., Saillard, M.: Cross-borehole inverse scattering using a boundary finite-element method. Inverse Problems 14, 521-534 (1998)
47. Qing, A.: Electromagnetic inverse scattering of multiple two-dimensional perfectly conducting objects by the differential evolution strategy. IEEE Trans. Antennas Propagat. 51(6), 1251-1262 (2003)
48. Qing, A.: Electromagnetic inverse scattering of multiple perfectly conducting cylinders by differential evolution strategy with individuals in groups (GDES). IEEE Trans. Antennas Propagat. 52(5), 1223-1229 (2004)
49. Qing, A.: Dynamic differential evolution strategy and applications in electromagnetic inverse scattering problems. IEEE Trans. Geosci. Remote Sensing 44(1), 116-125 (2006)