Fast Evaluation of the Caputo Fractional Derivative and Its Applications to Fractional Diffusion Equations
New Jersey Institute of Technology · Beijing Computational Science Research Center · +1 more institution
Abstract
Abstract The computational work and storage of numerically solving the time fractional PDEs are generally huge for the traditional direct methods since they require total memory and work, where N T and N S represent the total number of time steps and grid points in space, respectively. To overcome this difficulty, we present an efficient algorithm for the evaluation of the Caputo fractional derivative of order α ∈(0,1). The algorithm is based on an efficient sum-of-exponentials (SOE) approximation for the kernel t –1– α on the interval [Δ t , T ] with a uniform absolute error ε . We give the theoretical analysis to show that the number of exponentials N exp needed is of order for T ≫1 or for T H1 for fixed…
Citation impact
- FWCI
- 20.11
- Percentile
- 100%
- References
- 63
Authors
4Topics & keywords
- Fractional calculus
- Exponential function
- Mathematics
- Applied mathematics
- Interval (graph theory)
- Work (physics)
- Stability (learning theory)
- Order (exchange)