skip to main content
Lingue:

A nonlinear model for the characterization and optimization of athletic training and performance

Turner James D ; Mazzoleni Michael J ; Little Jared A ; Sequeira Dane ; Mann Brian P

Biomedical human kinetics, 01 February 2017, Vol.9(1), pp.82-93 [Rivista Peer Reviewed]

Fulltext disponibile

Vedi tutte le versioni
Citazioni Citato da
  • Titolo:
    A nonlinear model for the characterization and optimization of athletic training and performance
  • Autore: Turner James D ; Mazzoleni Michael J ; Little Jared A ; Sequeira Dane ; Mann Brian P
  • Note di contenuto: Study aim: Mathematical models of the relationship between training and performance facilitate the design of training protocols to achieve performance goals. However, current linear models do not account for nonlinear physiological effects such as saturation and over-training. This severely limits their practical applicability, especially for optimizing training strategies. This study describes, analyzes, and applies a new nonlinear model to account for these physiological effects. Material and methods: This study considers the equilibria and step response of the nonlinear differential equation model to show its characteristics and trends, optimizes training protocols using genetic algorithms to maximize performance by applying the model under various realistic constraints, and presents a case study fitting the model to human performance data. Results: The nonlinear model captures the saturation and over-training effects; produces realistic training protocols with training progression,...
  • Fa parte di: Biomedical human kinetics, 01 February 2017, Vol.9(1), pp.82-93
  • Soggetti: Training - Fitness - Fatigue - Dynamical Systems - Optimization ; Anatomy & Physiology
  • Lingua: Inglese
  • Tipo: Articolo
  • Identificativo: E-ISSN: 2080-2234 ; DOI: 10.1515/bhk-2017-0013
  • Fonte: Directory of Open Access Journals (DOAJ)

Ricerca in corso nelle risorse remote ...