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Section B

An improved quantum-behaved particle swarm optimization and its application to medical image registration

, , , &
Pages 1208-1223 | Received 30 Mar 2010, Accepted 24 May 2010, Published online: 06 Feb 2011

References

  • van den Bergh , F. 2001 . An analysis of particle swarm optimizers , University of Prtoria . Ph.D. thesis, November
  • Bernon , J. , Boudousq , V. , Rohmer , J. , Fourcade , M. , Zanca , M. , Rossi , M. and Mariano-Goulart , D. 2001 . A comparative study of Powell's and downhill simplex algorithms for a fast multimodal surface matching in brain imaging . Comput. Med. Imaging Graph. , 25 : 287 – 297 .
  • Brown , L. 1992 . A survey of image registration techniques . ACM Comput. Surv. , 24 : 325 – 376 .
  • Clerc , M. and Kennedy , J. 2002 . The particle swarm-explosion, stability and convergence in a multidimensional complex space . IEEE Trans. Evol. Comput , 6 ( 1 ) : 58 – 73 .
  • Coelho , L. S. 2007 . A novel Gaussian quantum-behaved particle swarm optimizer applied to electromagnetic design . IET Sci. Meas. Technol. , 1 ( 5 ) : 290 – 294 .
  • Coelho , L. S. 2008 . A quantum particle swarm optimizer with chaotic mutation operator, Chaos Solitons Fractals . 37 ( 5 ) : 1409 – 1418 .
  • Collins , R. 1992 . Studies in artificial evolution , Los Angeles, CA : Department Computer Science, University of California . Ph.D. dissertation
  • DeJong , K. 1975 . An analysis of the behaviour of a class of genetic adaptive systems , Ann Arbor, MI : Department Computer and Communication Science, University of Michigan . Ph.D. dissertation
  • Gao , F. 2008 . Parameters estimation on-line for Lorenz system by a novel quantum-behaved particle swarm optimization . Chinese Phys. B , 17 ( 4 ) : 1196 – 1201 .
  • Goldberg , D. and Richardson , J. 1987 . Genetic Algorithms with Sharing for Multimodal Function Optimization 41 – 49 . Cambridge, MA Proceedings of the 2nd International Conference on Genetic Algorithms and Their Applications
  • Hill , D. L.G. and Batchelor , P. 2001 . “ Registration methodology: Concepts and algorithms ” . In Medical Image Registration , Edited by: Hajnal , J. V. , Hill , L. G. and Hawkes , D. J. 39 – 70 . Boca Raton, FL : CRC .
  • Hill , D. , Batchelor , P. , Holden , M. and Hawkes , D. 2001 . Medical image registration . Phys. Med. Biol. , 46 : R1 – R45 .
  • He , R. and Narayana , P. 2002 . Global optimization of mutual information: Application to three-dimensional retrospective registration of magnetic resonance images . Comput. Med. Imaging Graph. , 26 ( 4 ) : 277 – 292 .
  • Jenkinson , M. and Smith , S. 2001 . A global optimization method for robust affine registration of brain images . Med. Image Anal. , 5 : 143 – 156 .
  • Jin , J. , Wang , Q. and Shen , Y. 2008 . “ High-performance medical image registration using improved particle swarm optimization ” . In 2008 Instrumentation and Measurement Technology Conference Proceedings, Victoria, BC, Canada , Edited by: Rassa , B. 736 – 740 . Piscataway, NJ : IEEE Press . May
  • Kennedy , J. 1938 . “ Small worlds and mega-minds: effects of neighborhood topology on particle swarm performance ” . In Proceedings of the 1999 Congress on Evolutionary Computation, Washington, DC, USA , Edited by: Angeline , P. J. 1931 Piscataway, NJ : IEEE Press . July
  • Kennedy , J. and Eberhart , R. 1995 . “ Particle Swarm Optimization ” . In Proceedings of IEEE International Conference on Neural Networks, Perth, Western Australia , Vol. 1994 , 1942 – 1948 . Piscataway, NJ : IEEE Press .
  • Likar , B. and Pernus , F. 2001 . A hierarchical approach to elastic registration based on mutual information . Image Vis. Comput. , 19 : 33 – 44 .
  • Maes , F. , Vandermeulen , D. and Suetens , P. 1999 . Comparative evaluation of multiresolution optimization strategies for multimodality image registration by maximization of mutual information . Med. Image Anal. , 3 : 373 – 386 .
  • Mahfoud , S. 1992 . “ Crowding and preselection revisited ” . In Parallel Problem Solving from Nature , Edited by: Manner , R. and Manderick , B. Vol. 2 , 27 – 36 . Amsterdam : Elsevier .
  • Matsopoulos , G. . , Mouravliansky , N. , Delibasis , K. and Nikita , K. 1999 . Automatic retinal image registration scheme using global optimization techniques . IEEE Trans. Inform. Technol. Biomed. , 3 : 47 – 60 .
  • Maintz , J. and Viergever , M. 1998 . A survey of medical image registration . Med. Image Anal. , 2 : 1 – 37 .
  • Martin , W. N. , Lienig , J. and Cohoon , J. 1997 . “ Island (migration) models: Evolutionary algorithms based on punctuated equilibiria ” . In Handbook of Evolutionary Computation , Edited by: Bäck , T. , Fogel , D. B. and Michalewicz , Z. C6.3:1 – C6.3:16 . London, , UK : Taylor & Francis .
  • Pelikan , M. , Goldberg , D. and Lobo , F. 2002 . A survey of optimization by building and using probabilistic models . Comput. Optim. Appl. , 21 ( 1 ) : 5 – 20 .
  • Rouet , J. , Jacq , J. and Roux , C. 2000 . Genetic algorithms for a robust 3-D MR-CT registration . IEEE Trans. Inform. Technol. Biomed. , 4 : 126 – 136 .
  • Shi , Y. and Eberhart , R. 1998 . “ A modified particle swarm optimizer ” . In Proceedings of 1998 IEEE International Conference on Evolutionary Computation, Anchorage, AK, USA , Edited by: Simpson , P. K. 69 – 73 . Piscataway, , NJ, USA : IEEE Press . May
  • Sun , J. , Feng , B. and Xu , W. 2004 . “ Particle swarm optimizer with particles having quantum behavior ” . In Proceedings of 2004 IEEE Congress on Evolutionary Computation, Portland, OR, USA , Edited by: Greenwood , G. W. 325 – 331 . Piscataway, NJ : IEEE Press . June
  • Sun , J. , Feng , B. and Xu , W. 2004 . “ A global search strategy of quantum-behaved particle swarm optimization ” . In IEEE Proceedings of 2004 Conference on Cybernetics and Intelligent Systems, Singapore , Edited by: Ge , S. S. 111 – 116 . Piscataway, NJ : IEEE Press . Dec
  • Sun , J. , Xu , W. and Feng , B. 2005 . “ Adaptive Parameter Control for Quantum-Behave Particle Swarm Optimization on Individual Level ” . In 2005 IEEE International Conference on Systems, Man and Cybernetics, Waikoloa, Hawaii, US , Edited by: Jamshidi , M. 3049 – 3054 . Piscataway, NJ : IEEE Press .
  • Sun , J. , Liu , J. and Xu , W.-B. 2007 . Using quantum-behaved particle swarm optimization algorithm to solve non-linear programming problems . Int. J. Comput. Math. , 84 ( 2 ) : 261 – 272 .
  • Sun , J. , Fang , W. , Xie , Z. P. and Xu , W. B. Towards particle swarm optimization with particles having quantum behavior , submitted
  • Wang , J. and Zhou , Y. 2007 . “ Quantum-behaved particle swarm optimization with generalized local search operator for global optimization ” . In Advanced Intelligent Computing Theories and Applications With Aspects of Artificial Intelligence, Qingdao, China , Edited by: Huang , D.-S. Vol. 4682 , 851 – 860 . Berlin : Lecture Notes in Computer Science . Springer
  • Ursem , R. 2001 . “ Diversity-guided evolutionary algorithms ” . In Proceedings of the 7th International Conference on Parallel Problem Solving from Nature Conference, Granada, Spain , Edited by: Merelo , J. J. , Panagiotis , A. and Beyer , H. G. Vol. 2439 , 462 – 474 . Berlin : Lecture Notes in Computer Science . Springer
  • Wachowiak , M. and Elmaghraby , A. 2001 . “ The continuous tabu search as an optimizer for 2D-to-3D biomedical image registration ” . Edited by: Niessen , W. J. and Viergever , M. A. 1273 – 1274 . Netherlands : MICCAI ’01 Proceedings of the 4th International Conference on Medical Image Computing and Computer-Assisted Intervention . Lecture Notes in Computer Science, Vol. 2208, Springer, Berlin
  • Wachowiak , M. , Smolikova , R. and Zheng , Y. 2004 . An approach to multimodal biomedical image registration utilizing particle swarm optimization . IEEE Trans. Evol. Comput. , 8 ( 3 ) : 289 – 301 .

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