Course Outline:
Solution of nonlinear equations
Methods for Solving Systems of Linear
Equations
Approximation
Numerical Differentiation and Integration
Integration using Monte Carlo techniques
Numerical methods for Ordinary Differential
Equations (ODE)
Numerical methods for Stochastic Differential
equations (SDE)
TENTATIVE SYLLABUS)
Week 1 Chapter 1 (1.1,1.2; 2.2,2.3; 3.1)
Week 2 Chapter 3 (3.2, 3.3, 3.4, 3.6, 4.1 )
Week 3 Chapter 4 (4.2,4.3, 4.4)
Week 4 Chapter 4 (4.6, 4.7)
Week 5 Chapter 5 and 6 (5.1, 5.2, 5.3, 6.1)
Week 6 Chapter 6 (6.1., 6.2, 6.3., 6.4, 6.8)
Week 7 Chapter 6 (6.8, 6.12, 6.13 ) and 7 (7.1, 7.2)
Week 8 Chapter 7
Week 9 Chapter 7 and Monte Carlo quadrature (material will be distributed)
Week 10 Monte Carlo quadrature (material will be distributed), Chapter 8
Week 11 Chapter 8
Week 12 Chapter 8
Week 13 Numerical simulation of stochastic differential equations (material will be distributed)
Week 14 Numerical simulation of stochastic differential equations (material will be distributed)
Week 15