• DocumentCode
    1365211
  • Title

    Visualization of Topological Structures in Area-Preserving Maps

  • Author

    Tricoche, Xavier ; Garth, Christoph ; Sanderson, Allen

  • Author_Institution
    Purdue Univ., West Lafayette, IN, USA
  • Volume
    17
  • Issue
    12
  • fYear
    2011
  • Firstpage
    1765
  • Lastpage
    1774
  • Abstract
    Area-preserving maps are found across a wide range of scientific and engineering problems. Their study is made challenging by the significant computational effort typically required for their inspection but more fundamentally by the fractal complexity of salient structures. The visual inspection of these maps reveals a remarkable topological picture consisting of fixed (or periodic) points embedded in so-called island chains, invariant manifolds, and regions of ergodic behavior. This paper is concerned with the effective visualization and precise topological analysis of area-preserving maps with two degrees of freedom from numerical or analytical data. Specifically, a method is presented for the automatic extraction and characterization of fixed points and the computation of their invariant manifolds, also known as separatrices, to yield a complete picture of the structures present within the scale and complexity bounds selected by the user. This general approach offers a significant improvement over the visual representations that are so far available for area-preserving maps. The technique is demonstrated on a numerical simulation of magnetic confinement in a fusion reactor.
  • Keywords
    Poincare mapping; computational complexity; data visualisation; ergonomics; feature extraction; fractals; fusion reactors; inspection; plasma toroidal confinement; topology; area-preserving map; automatic extraction; engineering problem; ergodic behavior; fractal complexity; fusion reactor; invariant manifold; island chain; numerical data; scientific problem; topological picture; topological structure visualization; visual inspection; visual representation; Chaos theory; Data visualization; Fusion reactors; Manifolds; Topology; Poincaré map; area-preserving maps; chaos; dynamical systems; invariant manifolds.; topology;
  • fLanguage
    English
  • Journal_Title
    Visualization and Computer Graphics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1077-2626
  • Type

    jour

  • DOI
    10.1109/TVCG.2011.254
  • Filename
    6064939