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NASA Scientific and Technical Aerospace Reports

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the movement, without the effects of aging of the culture, swimming behavior was analyzed in aliquots from a series of<br />

dilutions obtained from a stock culture. Results showed that at low concentrations cells swim r<strong>and</strong>omly. As the concentration<br />

increases, upswimming patterns overtake r<strong>and</strong>om swimming. Gradually, up <strong>and</strong> down movement patterns prevail,<br />

representative of bioconvection. This oriented swimming of P. carterae occurs in a wide range of concentrations, adding to the<br />

list of flexible requirements, in this case, cell concentration, to be used for spaceflight studies addressing cell motility <strong>and</strong><br />

bioconvection in a unicellular model of biologically directed mineralization.<br />

Author<br />

Calcification; Low Concentrations; Polarity; Dilution; Algae<br />

59<br />

MATHEMATICAL AND COMPUTER SCIENCES (GENERAL)<br />

Includes general topics <strong>and</strong> overviews related to mathematics <strong>and</strong> computer science. For specific topics in these areas see categories<br />

60 through 67.<br />

20040068169 <strong>NASA</strong> Ames Research Center, Moffett Field, CA, USA<br />

Three-Dimensional High-Order Spectral Volume Method for Solving Maxwell’s Equations on Unstructured Grids<br />

Liu, Yen; Vinokur, Marcel; Wang, Z. J.; January 15, 2004; 1 pp.; In English; 2004 International Conference on Spectral <strong>and</strong><br />

High Order Methods (ICOSAHOM), 21-25 Jun. 2004, Providence, RI, USA; No Copyright; Avail: CASI; A01, Hardcopy<br />

A three-dimensional, high-order, conservative, <strong>and</strong> efficient discontinuous spectral volume (SV) method for the solutions<br />

of Maxwell’s equations on unstructured grids is presented. The concept of discontinuous 2nd high-order loca1 representations<br />

to achieve conservation <strong>and</strong> high accuracy is utilized in a manner similar to the Discontinuous Galerkin (DG) method, but<br />

instead of using a Galerkin finite-element formulation, the SV method is based on a finite-volume approach to attain a simpler<br />

formulation. Conventional unstructured finite-volume methods require data reconstruction based on the least-squares<br />

formulation using neighboring cell data. Since each unknown employs a different stencil, one must repeat the least-squares<br />

inversion for every cell at each time step, or to store the inversion coefficients. In a high-order, three-dimensional computation,<br />

the former would involve impractically large CPU time, while for the latter the memory requirement becomes prohibitive. In<br />

the SV method, one starts with a relatively coarse grid of triangles or tetrahedra, called spectral volumes (SVs), <strong>and</strong> partition<br />

each SV into a number of structured subcells, called control volumes (CVs), that support a polynomial expansion of a desired<br />

degree of precision. The unknowns are cell averages over CVs. If all the SVs are partitioned in a geometrically similar manner,<br />

the reconstruction becomes universal as a weighted sum of unknowns, <strong>and</strong> only a few universal coefficients need to be stored<br />

for the surface integrals over CV faces. Since the solution is discontinuous across the SV boundaries, a Riemann solver is thus<br />

necessary to maintain conservation. In the paper, multi-parameter <strong>and</strong> symmetric SV partitions, up to quartic for triangle <strong>and</strong><br />

cubic for tetrahedron, are first presented. The corresponding weight coefficients for CV face integrals in terms of CV cell<br />

averages for each partition are analytically determined. These discretization formulas are then applied to the integral form of<br />

the Maxwell equations. All numerical procedures for outer boundary, material interface, zonal interface, <strong>and</strong> interior SV face<br />

are unified with a single characteristic formulation. The load balancing in a massive parallel computing environment is<br />

therefore easier to achieve. A parameter is introduced in the Riemann solver to control the strength of the smoothing term.<br />

Important aspects of the data structure <strong>and</strong> its effects to communication <strong>and</strong> the optimum use of cache memory are discussed.<br />

Results will be presented for plane TE <strong>and</strong> TM waves incident on a perfectly conducting cylinder for up to fifth order of<br />

accuracy, <strong>and</strong> a plane wave incident on a perfectly conducting sphere for up to fourth order of accuracy. Comparisons are made<br />

with exact solutions for these cases.<br />

Author<br />

Maxwell Equation; Unstructured Grids (Mathematics); Three Dimensional Models; Conservation Equations<br />

20040068179 <strong>NASA</strong> Ames Research Center, Moffett Field, CA, USA<br />

Unifying Temporal <strong>and</strong> Structural Credit Assignment Problems<br />

Agogino, Adrian K.; Tumer, Kagan; 2004; 8 pp.; In English; Autonomous Agents <strong>and</strong> Multi-Agent Systems Conference,<br />

19-23 Jul. 2004, New York, NY, USA; No Copyright; Avail: CASI; A02, Hardcopy<br />

Single-agent reinforcement learners in time-extended domains <strong>and</strong> multi-agent systems share a common dilemma known<br />

as the credit assignment problem. Multi-agent systems have the structural credit assignment problem of determining the<br />

contributions of a particular agent to a common task. Instead, time-extended single-agent systems have the temporal credit<br />

assignment problem of determining the contribution of a particular action to the quality of the full sequence of actions.<br />

Traditionally these two problems are considered different <strong>and</strong> are h<strong>and</strong>led in separate ways. In this article we show how these<br />

181

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