A Legendre-based computational method for solving a class of Itô stochastic delay differential equations

This paper provides a numerical method for solving a class of Itô stochastic delay differential equations (SDDEs). The method’s novelty is its use of the spectral collocation approach using Legendre polynomials for solving SDDEs. We prove that the method is strongly convergent in L2 and proceed to demonstrate its computational efficiency and superior accuracy.

[1]  Stefano Serra Capizzano,et al.  Higher order derivative-free iterative methods with and without memory for systems of nonlinear equations , 2017, Appl. Math. Comput..

[2]  F. Klebaner Introduction To Stochastic Calculus With Applications , 1999 .

[3]  Fazlollah Soleymani,et al.  A new solution method for stochastic differential equations via collocation approach , 2016, Int. J. Comput. Math..

[4]  Edmund Taylor Whittaker,et al.  A Course of Modern Analysis , 2021 .

[5]  A nonlinear Kolmogorov equation for stochastic functional delay differential equations with jumps , 2016, 1602.03851.

[6]  Anja Walter,et al.  Introduction To Stochastic Calculus With Applications , 2016 .

[7]  T. McMillen Simulation and Inference for Stochastic Differential Equations: With R Examples , 2008 .

[8]  G. Milstein Numerical Integration of Stochastic Differential Equations , 1994 .

[9]  Khosrow Maleknejad,et al.  Numerical solution of nonlinear stochastic integral equation by stochastic operational matrix based on Bernstein polynomials , 2014 .

[10]  Siqing Gan,et al.  The split-step backward Euler method for linear stochastic delay differential equations , 2009 .

[11]  Andreas Neuenkirch,et al.  First order strong approximations of scalar SDEs defined in a domain , 2014, Numerische Mathematik.

[12]  J. Lamperti Semi-stable stochastic processes , 1962 .

[13]  Robert M. Corless,et al.  A Graduate Introduction to Numerical Methods , 2013 .

[14]  Evelyn Buckwar,et al.  NUMERICAL ANALYSIS OF EXPLICIT ONE-STEP METHODS FOR STOCHASTIC DELAY DIFFERENTIAL EQUATIONS , 1975 .

[15]  Zhongqing Wang,et al.  A LEGENDRE-GAUSS COLLOCATION METHOD FOR NONLINEAR DELAY DIFFERENTIAL EQUATIONS , 2010 .

[16]  Chengming Huang,et al.  Double-implicit and split two-step Milstein schemes for stochastic differential equations , 2016, Int. J. Comput. Math..

[17]  Evelyn Buckwar,et al.  Introduction to the numerical analysis of stochastic delay differential equations , 2000 .

[18]  S. Basov Simulation and Inference for Stochastic Differential Equations: With R Examples , 2010 .

[19]  A. Longtin Stochastic Delay-Differential Equations , 2009 .

[20]  Bengt Fornberg,et al.  A practical guide to pseudospectral methods: Introduction , 1996 .

[22]  Robert M. Corless,et al.  A Graduate Introduction to Numerical Methods: From the Viewpoint of Backward Error Analysis , 2013 .

[23]  Ihor Lubashevsky,et al.  Physics of Stochastic Processes , 2008 .

[24]  L. Shampine,et al.  Numerical Solution of Ordinary Differential Equations. , 1995 .

[25]  A stochastic Gronwall inequality and its applications , 2005 .

[26]  B. Øksendal Stochastic differential equations : an introduction with applications , 1987 .

[27]  Xuerong Mao,et al.  The truncated Euler–Maruyama method for stochastic differential delay equations , 2017, Numerical Algorithms.

[28]  Rene F. Swarttouw,et al.  Orthogonal polynomials , 2020, NIST Handbook of Mathematical Functions.

[29]  Yaozhong Hu,et al.  A Delayed Black and Scholes Formula , 2006, math/0604640.

[30]  M. Carletti,et al.  On the effects of environmental fluctuations in a simple model of bacteria bacteriophage interaction , 2000 .

[31]  Xuerong Mao,et al.  Exponential stability of equidistant Euler-Maruyama approximations of stochastic differential delay equations , 2007 .

[32]  S. Gan,et al.  Chebyshev spectral collocation method for stochastic delay differential equations , 2015 .

[33]  D. Brigo,et al.  Interest Rate Models , 2001 .

[34]  A. Longtin,et al.  Small delay approximation of stochastic delay differential equations , 1999 .

[35]  HAIYONG WANG,et al.  On the convergence rates of Legendre approximation , 2011, Math. Comput..