Processing math: 100%
Importance Sampling and Metropolis-Hastings' algorithm
Contents
Overview of week February 10-14, 2025
Reading suggestions
Importance sampling and overview of what needs to be coded, reminder from last week
Importance sampling
Importance sampling
Importance sampling
Importance sampling
Code example for the interacting case with importance sampling
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, Fokker-Planck and Langevin equations
Importance sampling, programming elements
Importance sampling, program elements
Importance sampling
Importance sampling
Importance sampling
Importance sampling
Importance sampling
Importance sampling
Importance sampling
Importance sampling
Importance sampling
Importance sampling
Importance sampling
Importance sampling
Importance sampling
But we have a simple form for the function, namely
Ψ
C
=
∏
i
<
j
exp
f
(
r
i
j
)
,
and it is easy to see that for particle
k
we have
∇
2
k
Ψ
C
Ψ
C
=
∑
i
j
≠
k
(
r
k
−
r
i
)
(
r
k
−
r
j
)
r
k
i
r
k
j
f
′
(
r
k
i
)
f
′
(
r
k
j
)
+
∑
j
≠
k
(
f
″
(
r
k
j
)
+
2
r
k
j
f
′
(
r
k
j
)
)
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1
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