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And I say to myself: “What a fractional world!”

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Abstract

This paper discusses several complex systems in the perspective of fractional dynamics. For prototype systems are considered the cases of deoxyribonucleic acid decoding, financial evolution, earthquakes events, global warming trend, and musical rhythms. The application of the Fourier transform and of the power law trendlines leads to an assertive representation of the dynamics and to a simple comparison of their characteristics. Moreover, the gallery of different systems, both natural and man made, demonstrates the richness of phenomena that can be described and studied with the tools of fractional calculus.

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References

  1. V. Afreixo, P. Ferreira, D. Santos, Fourier analysis of symbolic data: A brief review. Digital Signal Processing 14 (2004), 523–530. DOI:10.1016/j.dsp.2004.08.001

    Article  Google Scholar 

  2. T. Anastasio, The fractional-order dynamics of Brainstem vestibulooculomotor neurons. Biological Cybernetics 72, No 1 (1994), 69–79. DOI: 10.1007/BF00206239

    Article  Google Scholar 

  3. D. Baleanu, A. Golmankhaneh, A. Golmankhaneh, R. Nigmatullin, Newtonian law with memory. Nonlinear Dynamics 60, No 1–2 (2010), 81–86. DOI: 10.1007/s11071-009-9581-1

    Article  MATH  Google Scholar 

  4. http://en.wikipedia.org/wiki/CAC_40

  5. M. Caputo, Linear models of dissipation whose Q is almost frequency independent. Journal Geophys. J. R. Astr. Soc., 13,Issue 5 (1967), 529–539; Reprinted in: Fract. Calc. Appl. Anal. 11, No 1 (2008), 3–14.

    Google Scholar 

  6. http://en.wikipedia.org/wiki/Corcovado_(song)

  7. K. Diethelm, The Analysis of Fractional Differential Equations. Springer, Berlin (2010). ISBN: 978-3-642-14573-5

    Book  MATH  Google Scholar 

  8. http://en.wikipedia.org/wiki/DNA

  9. G. Dodin, P. Vandergheynst, P. Levoir, C. Cordier, L. Marcourt, Fourier and wavelet transform analysis, a tool for visualizing regular patterns in DNA sequences. Journal of Theoretical Biology 206, No 3 (2000), 323–326. DOI:10.1006/jtbi.2000.2127

    Article  Google Scholar 

  10. http://en.wikipedia.org/wiki/Dow_Jones_Industrial_Average

  11. F. Duarte, J. Machado, G. Duarte, Dynamics of the Dow Jones and the NASDAQ stock indexes, Nonlinear Dynamics, Springer 61, No 4 (2010), 691–705. DOI: 10.1007/s11071-010-9680-z

    Article  MATH  Google Scholar 

  12. I. Ebersberger, P. Galgoczy, S. Taudien, S. Taenzer, M. Platzer, A. von Haeseler, Mapping human genetic ancestry. Molecular Biology and Evolution 24, No 10 (2007), 2266–2276. DOI: 10.1093/molbev/msm156

    Article  Google Scholar 

  13. http://en.wikipedia.org/wiki/Global_warming

  14. http://data.giss.nasa.gov/gistemp/

  15. R. Gorenflo, F. Mainardi, E. Scalas and M. Raberto, Fractional calculus and continuous-time finance, III: The diffusion limit, In: M. Kohlmann and S. Tang (Editors), “Mathematical Finance”, Birkhäuser Verlag, Basel-Boston-Berlin, 2001, 171–180.

    Chapter  Google Scholar 

  16. R. Hilfer (Ed.), Applications of Fractional Calculus in Physics. World Scientific Publishing Company, Singapore (2000). ISBN: 978-981-02-3457-7

    MATH  Google Scholar 

  17. C. Ionescu, J. Machado, R. De Keyser, Modeling of the lung impedance using a fractional order ladder network with constant phase elements. IEEE Transactions on Biomedical Circuits and Systems 5, No 1 (2011) 83–89. DOI: 10.1109/TBCAS.2010.2077636

    Article  Google Scholar 

  18. C. Jeng, I. Yang, K. Hsieh, C. Lin, Clustering analysis for bacillus genus using Fourier transform and self-organizing map, In: ICONIP 2006, Part III, LNCS 4234, Springer-Verlag (2006), 48–57. DOI: 10.1007/11893295 6

  19. A. Kilbas, H. M Srivastava, J. Trujillo, Theory and Applications of Fractional Differential Equations. Elsevier, Amsterdam (2006). ISBN: 978-0444518323

    MATH  Google Scholar 

  20. M. Klimek, On Solutions of Linear Fractional Differential Equations of a Variational Type. Czestochowa University of Technology, Czestochowa (2009). ISBN: 978-83-7193-422-3

    Google Scholar 

  21. G. Lu, Y. Chen, Robust stability and stabilization of fractional-order interval systems with the fractional order alpha: The 0 < α < 1 case. IEEE Transactions on Automatic Control 55, No 1 (2010), 152–158. DOI: 10.1109/TAC.2009.2033738

    Article  MathSciNet  Google Scholar 

  22. R. Magin, Fractional Calculus in Bioengineering. Begell House Publishers, Redding (2006). ISBN: 978-1567002157

    Google Scholar 

  23. R. Magin, O. Abdullah, D. Baleanu, X. Zhou, Anomalous diffusion expressed through fractional order differential operators in the Bloch-Torrey equation. Journal of Magnetic Resonance 190, No 2 (2008), 255–270. DOI: 10.1016/j.jmr.2007.11.007

    Article  Google Scholar 

  24. F. Mainardi, Fractional Calculus and Waves in Linear Viscoelasticity: An Introduction to Mathematical Models. Imperial College Press, London (2010). ISBN: 978-1-84816-329-4

    Book  MATH  Google Scholar 

  25. F. Mainardi, G. Spada, Creep, relaxation and viscosity properties for basic fractional models in rheology. Eur. Phys. J. Special Topics. 193, (2011), 133–160. DOI: 10.1140/epjst/e2011-01387-1

    Article  Google Scholar 

  26. F. Mainardi, M. Raberto, R. Gorenflo, E. Scalas, Fractional calculus and continuous-time finance, II: The waiting-time distribution. Physica A 287, No 3–4, (2000), 468–481. [E-print http://arxiv.org/abs/cond-mat/0006454

    Article  Google Scholar 

  27. F. Mainardi, R. Gorenflo, Time-fractional derivatives in relaxation processes: A tutorial survey. Fract. Calc. Appl. Anal. 10,No 3 (2007), 269–308. [E-print http://arxiv.org/abs/0801.4914]

    MathSciNet  MATH  Google Scholar 

  28. K. Miller, B. Ross, An Introduction to the Fractional Calculus and Fractional Differential Equations. John Wiley and Sons, New York (1993). ISBN: 978-0471588849

    MATH  Google Scholar 

  29. C. Monje, Y. Chen, B. Vinagre, D. Xue, V. Feliu, Fractional Order Systems and Controls: Fundamentals and Applications. Springer, London (2010). ISBN: 978-1849963343

    Book  MATH  Google Scholar 

  30. W. Murphy, T. Pringle, T. Crider, M. Springer, W. Miller, Using genomic data to unravel the root of the placental mammal phylogeny. Genome Research 17, (2007), 413–421. DOI: 10.1101/gr.5918807

    Article  Google Scholar 

  31. K. Oldham, J. Spanier, The Fractional Calculus: Theory and Application of Differentiation and Integration to Arbitrary Order. Academic Press, New York and London (1974). ISBN: 978-0486450018

    Google Scholar 

  32. A. Oustaloup, La Commande CRONE: Commande Robuste d’Ordre Non Entier. Hermès, Paris (1991). ISBN 2-86601-289-5

    MATH  Google Scholar 

  33. H. Pearson, Genetics: What is a gene?. Nature 441 (2006), 398–401. DOI:10.1038/441398a

    Article  Google Scholar 

  34. I. Podlubny, Fractional Differential Equations. Academic Press, San Diego (1999). ISBN: 978-0-12-558840-9

    MATH  Google Scholar 

  35. A. Prasad, M. Allard, Confirming the phylogeny of mammals by use of large comparative sequence data sets. Molecular Biology and Evolution 25, No 9 (2008), 1795–1808. DOI: 10.1093/molbev/msn104

    Article  Google Scholar 

  36. J. Sabatier, O. Agrawal, J. Machado (Eds.), Advances in Fractional Calculus. Theoretical Developments and Applications in Physics and Engineering. Springer, Dordrecht (2007). ISBN: 978-1402060410

    MATH  Google Scholar 

  37. S. Samko, A. Kilbas, O. Marichev, Fractional Integrals and Derivatives: Theory and Applications. Gordon and Breach Science Publishers, London (1993). ISBN: 978-2881248641

    MATH  Google Scholar 

  38. E. Scalas, R. Gorenflo, F. Mainardi, Fractional calculus and continuous-time finance. Physica A: Statistical Mechanics and its Applications 284, No 1–4 (2000), 376–384. DOI: 10.1016/S0378-4371(00)00255-7 [E-print http://arxiv.org/abs/cond-mat/0001120]

    Article  MathSciNet  Google Scholar 

  39. http://en.wikipedia.org/wiki/Saturday Night Fever: The Original Movie Sound Track

  40. J. Tenreiro Machado, V. Kiryakova, F. Mainardi, Recent history of fractional calculus. Communications in Nonlinear Science and Numerical Simulations 16, No 3 (2011), 1140–1153. DOI: 10.1016/j.cnsns.2010.05.027

    Article  MathSciNet  MATH  Google Scholar 

  41. J. Tenreiro Machado, A. Costa, M. Quelhas, Fractional dynamics in DNA. Communications in Nonlinear Science and Numerical Simulations 16, No 8 (2011), 2963–2969. DOI: 10.1016/j.cnsns.2010.11.007

    Article  MATH  Google Scholar 

  42. J. Tenreiro Machado, A. Costa, M. Lima, A multidimensional scaling perspective of entropy analysis applied to musical compositions. Nonlinear Dynamics 65,No 4 (2011), 399–412. DOI: 10.1007/s11071-010-9900-6

    Article  Google Scholar 

  43. S. Tiwari, S. Ramachandran, A. Bhattacharya, S. Bhattacharya, R. Ramaswamy, Prediction of probable genes by Fourier analysis of genomic sequences. Comput. Appl. Biosci. 13,No 3 (1997), 263–270. DOI: 10.1093/bioinformatics/13.3.263

    Google Scholar 

  44. C. Yin, S. Yau, A Fourier characteristic of coding sequences: Origins and a non-Fourier approximation. Journal of Computational Biology 12, No 9 (2005), 1153–1165. DOI: 10.1089/cmb.2005.12.1153

    Article  Google Scholar 

  45. G. Zaslavsky, Hamiltonian Chaos and Fractional Dynamics. Oxford University Press, New York (2005). ISBN: 978-0198526049

    MATH  Google Scholar 

  46. H. Zhao, G. Bourque, Recovering genome rearrangements in the mammalian phylogeny. Genome Research 19, (2009), 934–942. DOI: 10.1101/gr.086009.108

    Article  Google Scholar 

  47. Y. Zhou, L. Zhou, Z. Yu, V. Anh, Distinguish coding and noncoding sequences in a complete genome using Fourier transform. In: IEEE Third International Conference on Natural Computation, Haikou, China (2007), 295–299. DOI: 10.1109/ICNC.2007.333

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Tenreiro Machado, J.A. And I say to myself: “What a fractional world!”. fcaa 14, 635–654 (2011). https://doi.org/10.2478/s13540-011-0037-1

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