Stochastic optimization for modeling physiological time series: application to the heart rate response to exercise

Computer Physics Communications

Volumn 176, Issue 2, 2007, Pages 98-108

  Zakynthinaki, M S ^a   Stirling, J R ^a  

^a UNIVERSITAT AUTÒNOMA DE BARCELONA   (Spain)

Author keywords

ALOPEX stochastic optimization; Heart rate; Modeling; Nonlinear dynamical systems; Physiological time series

Indexed keywords

ALGORITHMS; CONVERGENCE OF NUMERICAL METHODS; OPTIMIZATION; PHYSIOLOGICAL MODELS; TIME SERIES ANALYSIS;

ALOPEX STOCHASTIC OPTIMIZATION; HEART RATE; PHYSIOLOGICAL TIME SERIES;

STOCHASTIC CONTROL SYSTEMS;

EID: 33845431306     PISSN: 00104655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cpc.2006.08.005     Document Type: Article

References (55)

1. Stirling J.R., Zakynthinaki M.S., and Saltin B. Bull. Math. Biol. 67 5 (2005) 989
2. Harth E., and Tzanakou E. Vision Res. 14 (1974) 1475
3. Tzanakou T., Michalak R., and Harth E. Biol. Cybern. 35 (1979) 161
4. Kalogeropoulos T., Saridakis Y.G., and Zakynthinaki M.S. Comput. Phys. Comm. 99 (1997) 255
5. Saridakis Y.G., Zakynthinaki M.S., and Kalogeropoulos T. Internat. J. Appl. Sci. Comp. 5 3 (1999) 252
6. Saridakis Y.G., and Zakynthinaki M.S. 3rd HERMIS Conference Proceedings (1996), LEA 251
7. M.S. Zakynthinaki, Stochastic optimization for adaptive correction of atmospheric distortion in astronomical observation, PhD thesis, Technical University of Crete, 2001
8. Zakynthinaki M.S., and Saridakis Y.G. Comput. Phys. Comm. 150 3 (2003) 274
9. Zakynthinaki M.S., and Saridakis Y.G. Numer. Algorithms 33 1 (2003) 509
10. Stirling J.R., and Zakynthinaki M.S. Mathematical modeling in sport. Matematiques del segle XXI: dels fonaments a la tecnologia, III Cicle Ferran Sunyer i Balaguer (2003), Fundacio Caixa de Sabadell, Barcelona 73-97
11. Wilmore J.H., and Costill D.L. Physiology of Sport and Exercise. second ed. (1999), Human Kinetics
12. Martin D.E., and Coe P.N. Better Training for Distance Runners (1997), Human Kinetics
13. Brooks G.A., Fahey T.D., White T.P., and Baldwin K.M. Exercise Physiology: Human Bioenergetics and its Applications. third ed. (1999), McGraw-Hill
14. Burke E.R. Precision Heart Rate Training (1998), Human Kinetics
15. Edwards S. The Heart Rate Monitor Guidebook to Heart Zone Training (1999), Performance Matters Pty Ltd
16. Åstrand P.O., Rodahl K., Dahl H.A., and Strømme S.B. Textbook of Work Physiology-Physiological Bases of Exercise. fourth ed. (2003), Human Kinetics
17. Hitchen M., Brodie D.A., and Harness J.B. Ergonomics 23 (1980) 379
18. Daniels J. Daniels' Running Formula (1998), Human Kinetics
19. Maffetone P., and Mantell M.E. The High Perfomance Heart (1994), MBI Publishing Company
20. Noakes T. Lore of Running. Discover the Science and Spirit of Running (1991), Human Kinetics
21. Franklin B.A., Noakes T., and Brusis O.A. Active Cardiac Rehabilitation (2001), Polar Electro Oy
22. Rippe J. Target your Fitness and Weight Management Goals (2000), Polar Electro Oy
23. Kukkonen-Harjula K., and Laukkanen R. Precision Weight Management (1998), Polar Electro Oy
24. Wasserman K., Hansen J.E., Sue D.Y., Casaburi R., and Whipp B.J. Principles of Exercise Testing and Interpretation, Including Pathophysiology and Clinical Applications. third ed. (1999), Lippincott Williams and Wilkins
25. J.R. Stirling, M.S. Zakynthinaki, Bull. Math. Biol. (2006), submitted for publication
26. B. Saltin, The physiological and biochemical basis of aerobic and anaerobic capacities in man; effect of training and range of adaption, in: An Update in Sports Medicine, Proc. 2nd Scandinavian Conference in Sports Medicine, 1987, p. 16
27. Saltin B. Anaerobic capacity: Past, present and prospective. Biochemistry of Exercise VII (1990), Human Kinetics 387
28. Bangsbo J. Sports Med. 22 5 (1996) 299
29. Billat V.L., Wesfreid E., Cottin F., Kapfer C., Koralsztein J.-P., Bonneau S., and Meyer Y. Internat. J. Comp. Sci. in Sport 2 2 (2003) 16
30. Goldberger A.L., Amaral L.A.N., Hausdorff J.M., Ivanov P.C., Peng C.-K., and Stanley H.E. Proc. Natl. Acad. Sci. USA 99 1 (2002) 2466
31. Linnarsson D. Acta Physiol. Scand. 415 Suppl. (1974) 1
32. Polar, S625x Heart Rate Monitor, User Guide (2004), Polar Electro Oy
33. Polar, S810i Heart Rate Monitor, User Guide (2005), Polar Electro Oy
34. Borrani F.R., Canadau G.Y., Millet S., Perrey J., Fuchslocher J., and Rouillon J.D. J. Appl. Physiol. 90 (2001) 2212
35. Bearden S.E., and Moffatt R.J. J. Appl. Physiol. 88 (2000) 1407
36. Krogh A., and Lindhard J. J. Physiol. 47 (1913) 112
37. Poole D.C., Gaesser G.A., Hogan M.C., Knight D.R., and Wagner P.D. J. Appl. Physiol. 72 (1992) 805
38. Rossiter H.B., Ward S.A., Doyle V.L., Howe F.A., Griffiths J.R., and Whipp B.J. J. Physiol. 518 (1999) 921
39. Gaesser G.A., and Poole D.C. Exerc. Sport Sci. Rev. 24 (1996) 35
40. Poole D.C. Med. Sci. Sport Exerc. 26 11 (1994) 1335
41. Poole D.C., Barstow T.J., Gaesser G.A., Willis W.T., and Whipp B.J. Med. Sci. Sport Exerc. 26 11 (1994) 1354
42. Whipp B.J., Rossiter H.B., and Ward S.A. Biochem. Soc. Trans. 30 2 (2002) 237
43. Bearden S.E., Henning P.C., Bearden T.A., and Moffatt R.J. Eur. J. Appl. Physiol. 91 (2004) 586
44. J.R. Stirling, M.S. Zakynthinaki, V. Billat, Bull. Math. Biol. (2006), submitted for publication
45. Harth E. Biol. Cybern. 22 (1976) 169
46. Press W.H., Teukolsky S.A., Vetterling W.T., and Flannery B.P. Numerical Recipes, in C: The Art of Scientific Computing. second ed. (1993), Cambridge University Press
47. Mitra S.K. Digital Signal Processing: A Computer-Based Approach. third ed. (2006), McGraw-Hill
48. Proakis J.G., and Manolakis D.G. Digital Signal Processing: Principles, Algorithms and Applications. second ed. (1992), MacMillan Publishing Company
49. Garmin. Garmin Forerunner 201, Personal Trainer and Owner's Manual (2005), Garmin Ltd.
50. Karvonen J., and Chwalbinska-Moneta S. Phys. Sport Med. 12 6 (1984) 65
51. Seaward B., Sleamaker R., McAuliffe T., and Clapp J. Biomed. Instrum. Technol. 24 1 (1990) 37
52. Godsen R., Carroll T., and Stone S. Med. Sci. Sports Exerc. 23 4 (1991)
53. Lamarra I., Whipp B.J., Ward S.A., and Wasserman K. J. Appl. Physiol. 62 (1987) 2003
54. Özyener F., Rossiter H.B., Ward S.A., and Whipp B.J. J. Appl. Physiol. 53 3 (2001) 891
55. Rossiter H.B., Howe F.A., Ward S.A., Kowalchuk J.M., Griffiths J.R., and Whipp B.J. J. Physiol. 528 2 (2000) 359