Commit 3db27198 authored by Jochen Schulz's avatar Jochen Schulz
Browse files

updated newton to repa in examples

parent ff87a474
......@@ -33,6 +33,7 @@ A lecture to teach Haskell in a 2 weeks block lab course.
* [27 inverse](http://nbviewer.jupyter.org/urls/gitlab.gwdg.de/jschulz1/haskell_labcourse/raw/master/lecture/27 inverse.ipynb)
* [28 minsurf](http://nbviewer.jupyter.org/urls/gitlab.gwdg.de/jschulz1/haskell_labcourse/raw/master/lecture/28 minsurf.ipynb)
* [Untitled](http://nbviewer.jupyter.org/urls/gitlab.gwdg.de/jschulz1/haskell_labcourse/raw/master/lecture/Untitled.ipynb)
* [Untitled1](http://nbviewer.jupyter.org/urls/gitlab.gwdg.de/jschulz1/haskell_labcourse/raw/master/lecture/Untitled1.ipynb)
* [shortest path](http://nbviewer.jupyter.org/urls/gitlab.gwdg.de/jschulz1/haskell_labcourse/raw/master/lecture/shortest path.ipynb)
## viewing of the notebooks
......
# vim:ft=todo
TODO 2016-03-17 notebook-convertierungen ! lhs <-> ipynb
LECTURE:
26 continous optimization (minimierung: russel? siam -probleme )
TODO 2016-03-18 26 continous optimization (minimierung: russel? siam -probleme )
projektionsverfahren (russell) sudoku-solver (bfgs fertig machen
erklaerungen fuer die verfahren
algorithm formel-technisch und heuristisch erklaeren die ich auch vorstelle
exercise 26
exercise inverse
xx diskrete optimierung (lintim) shortest path implementation !
TODO 2016-03-18 xx diskrete optimierung (lintim) shortest path implementation !
und smith waterman
volterra intergralgleichungen (numeric differentiation)
DONE 2016-03-18 rewrite newton example with repa
CLOSED: 2016-03-20 23:06:21
:LOGBOOK:
DONE: 2016-03-20 23:06:21
WAITING: 2016-03-20 23:06:21
TODO 2014-09-04 Musterloesungen erstellen
13, 14 missing some code
rewrite rsa in 17
19 needs Musterloesungen
loesung problem 22.2
loesung 21.4
loesung 23.1 23.3
loesung 24.2
loesung 25.3
ex19 parallel arrays: rsa neu erstellen
ex20p5 jacobi solver
ex21p3 centralized differences + noise
ex22p4 auf cg umstellen (siam problem 20000)
ex24p3 solution missing
ex24 mandelbrot-irgendwas
ex24 change to endtime?
ex26p2 fehlt?
ex27 inverse: weitere aufgaben?
(-fft cg) aufgabe erstellen
-exercise 24: mandelbrot-irgendwas
TODO 2015-08-14 change <img> to ihaskell-builtin types (because nb-viewer isnt working with this)
TODO 2015-08-27 evtl. recursion reduzieren (bzw. performance diskussion spaeter)
TODO 2016-03-17 lecture 13,14 some possible rewrites
TODO erklärung zu performance und polymorphie
ALLGEMEIN:
algorithm formel-technisch und heuristisch erklaeren die ich auch vorstelle
14: erklaerung fuer fmap = bind mathematisch genau hinschreiben
ORGANISATION:
TODO 2014-09-04 evtl. eigenes Modul erstellen? oder noch andere mit implementieren?
TODO 2014-08-07 edgar onea kontaktieren https://sites.google.com/site/edgaroneagerman/
TODO 2015-08-25 make exercise 5 indepentend from map
higher order functions und higher order tools vor rekursion machen
IDEEN:
WAITING 2015-07-23 parallel and concurrent, cloudhaskell
:LOGBOOK:
WAITING: 2015-07-23 11:08:18
xx lube: finite elements (schwache formulierung) heat equation (hmatrix)
xx+1 *differentialgeometrie -> henrik (laplace weak implementieren) (hmatrix)
......@@ -48,36 +56,14 @@ xx+1 *differentialgeometrie -> henrik (laplace weak implementieren) (hmatrix)
xx *inverse probleme: intergralgleichungen,
xx *gerlind plonka waveleti bildverarbeitung
volterra intergralgleichungen (numeric differentiation) (schon in ex27?)
?? pde> meshless methods (heat equation, euler equation?
TODO 2015-09-01 data analysis testen (fehlen auf jeden fall pakete)
TODO 2015-08-05 allgemein: interpolation/fitting
TODO 2014-08-21 immutable/mutable
WAITING 2015-07-23 diagrams
:LOGBOOK:
WAITING: 2015-07-23 11:08:17
WAITING 2015-07-23 parallel and concurrent
:LOGBOOK:
WAITING: 2015-07-23 11:08:18
CANCELLED 2015-07-23 cloudhaskell
CLOSED: 2015-09-04 19:00:20
:LOGBOOK:
CANCELLED: 2015-09-04 19:00:20
DONE: 2015-09-04 19:00:15
WAITING: 2015-07-23 11:08:19
mehr heuristische erklaerungen warum und wie etwas funktioniert.
---
TODO erklärung zu performance und polymorphie
WAITING 2014-08-08 algebraische typen detaillierter
:LOGBOOK:
WAITING: 2015-07-02 17:28:15
......@@ -86,11 +72,6 @@ WAITING 2014-09-01 (spline-interpolation? , (siehe auch mapy))
:LOGBOOK:
WAITING: 2015-07-02 17:28:14
WAITING 2014-08-08 Beweise ?
:LOGBOOK:
WAITING: 2015-07-02 17:28:13
(zum Beispiel Korrektheitsbeweis, Beweise über Programmeigenschaften) sind dank mathematischer Basis (unter anderem Lambda-Kalkül) uneingeschränkt durchführbar.
WAITING 2014-08-15 primitiv Rekursiv einfuehren?
:LOGBOOK:
WAITING: 2015-06-12 12:28:24
......@@ -98,17 +79,15 @@ WAITING 2014-08-15 primitiv Rekursiv einfuehren?
WAITING 2014-07-29 headmay : http://hackage.haskell.org/package/safe-0.3/docs/Safe.html
:LOGBOOK:
WAITING: 2015-06-12 12:28:11
WAITING 2014-08-05 (Lambda Kalkuel einfuehren)
:LOGBOOK:
WAITING: 2015-06-12 12:28:12
WAITING 2014-08-08 (Kategorientheorie?)
:LOGBOOK:
WAITING: 2015-06-12 12:28:13
ORGANISATION:
TODO 2014-09-04 evtl. eigenes Modul erstellen? oder noch andere mit implementieren?
TODO 2014-08-07 edgar onea kontaktieren https://sites.google.com/site/edgaroneagerman/
WAITING 2014-08-08 Beweise ?
:LOGBOOK:
WAITING: 2015-07-02 17:28:13
(zum Beispiel Korrektheitsbeweis, Beweise über Programmeigenschaften) sind dank mathematischer Basis (unter anderem Lambda-Kalkül) uneingeschränkt durchführbar.
......@@ -225,3 +225,51 @@ DONE 2015-06-26 install profiling libraries
DONE: 2015-08-27 19:56:38
WAITING: 2015-08-25 20:25:23
DONE 2015-08-14 change <img> to ihaskell-builtin types (because nb-viewer isnt working with this)
CLOSED: 2016-03-17 12:18:08
:LOGBOOK:
DONE: 2016-03-17 12:18:08
WAITING: 2016-03-17 12:18:07
DONE 2015-08-27 evtl. recursion reduzieren (bzw. performance diskussion spaeter)
CLOSED: 2016-03-17 12:18:15
:LOGBOOK:
DONE: 2016-03-17 12:18:15
WAITING: 2016-03-17 12:18:14
14: erklaerung fuer fmap = bind mathematisch genau hinschreiben
DONE 2015-07-23 diagrams
CLOSED: 2016-03-17 13:15:51
:LOGBOOK:
DONE: 2016-03-17 13:15:51
WAITING: 2015-07-23 11:08:17
CANCELLED 2015-07-23 cloudhaskell
CLOSED: 2015-09-04 19:00:20
:LOGBOOK:
CANCELLED: 2015-09-04 19:00:20
DONE: 2015-09-04 19:00:15
WAITING: 2015-07-23 11:08:19
DONE 2016-03-17 18 saving charts kaputt?
CLOSED: 2016-03-18 15:40:31
:LOGBOOK:
DONE: 2016-03-18 15:40:31
WAITING: 2016-03-18 15:40:31
DONE 2016-03-18 19: threadscope und geschwindigkeit?
CLOSED: 2016-03-18 14:35:47
:LOGBOOK:
DONE: 2016-03-18 14:35:47
WAITING: 2016-03-18 14:35:47
DONE 2015-08-25 make exercise 5 indepentend from map
CLOSED: 2016-03-18 15:08:55
:LOGBOOK:
DONE: 2016-03-18 15:08:55
WAITING: 2016-03-18 15:08:55
......@@ -3,14 +3,10 @@ compile with
ghc -Odph -rtsopts -threaded -fno-liberate-case -funfolding-use-threshold1000 -funfolding-keeness-factor1000 -fllvm -optlo-O3 -eventlog newton.hs
run with (N is the number of threa2015-08-12)
run with (N is the number of threads)
./newton +RTS -s -N2 -l
visualize
../../vis.py -x xmat.txt -y ymat.txt -z zmat.txt -t image
and show what the threads are doing
threadscope newton.eventlog
......@@ -18,11 +14,14 @@ and show what the threads are doing
\begin{code}
{-# Language BangPatterns #-}
import Numeric.Container
import Data.Complex
import Data.Array.Repa as R
import Data.List (genericLength)
import Data.Packed.Repa
import Numeric.LinearAlgebra.Helpers
import Data.Array.Repa.IO.BMP (writeImageToBMP)
import Data.Array.Repa.Algorithms.ColorRamp
import Data.Array.Repa.Algorithms.Pixel
import Control.Monad.Identity (runIdentity)
newton :: (Complex Double -> Complex Double) -> Complex Double-> [(Complex Double,Complex Double)]
newton f xn = (f xn,xn) : newton f (fn xn)
......@@ -36,7 +35,7 @@ nm !g = ((\x -> (phase . last $ x, genericLength x) ) . snd . unzip . takeWhile
n = 1000 -- size of the domain
coord = linspace n (-0.9,0.9::Double) --coordinates in one dimension
-- get complex values in a grid
m = fromFunction (Z :. n :. n) (\(Z :. x :. y) -> coord @> x :+ coord @> y )
m = fromFunction (Z :. n :. n) (\(Z :. x :. y) -> coord ! (ix1 x) :+ coord ! (ix1 y) )
main = do
......@@ -44,17 +43,20 @@ main = do
let coordm = computeUnboxedS m
-- solution of newton iteration for every startvalue
let nv = R.map (nm) coordm
let nv = R.map nm coordm
solm <- computeUnboxedP nv
let phasem = R.map fst solm
saveMatrix "zmatphase.txt" "%f" (repaToMatrix $ copyS $ phasem)
-- number of iterations for every startvalue
let numitm = R.map snd solm
saveMatrix "zmat.txt" "%f" (repaToMatrix $ copyS $ numitm)
let xmat = copyS $ R.map (realPart) coordm
let ymat = copyS $ R.map (imagPart) coordm
saveMatrix "xmat.txt" "%f" (repaToMatrix xmat)
saveMatrix "ymat.txt" "%f" (repaToMatrix ymat)
(writeImageToBMP "../../images/newton_konvergenz2.bmp" . runIdentity . computeP)
$ R.map ( rgb8OfDouble. rampColorHotToCold 0 5 . (+2.5) ) phasem
(writeImageToBMP "../../images/newton_conv_sol2.bmp" . runIdentity . computeP)
$ R.map ( rgb8OfDouble. rampColorHotToCold 0 100) numitm
print "finish"
\end{code}
This image diff could not be displayed because it is too large. You can view the blob instead.
%% Cell type:markdown id: tags:
## Minimization
%% Cell type:code id: tags:
``` haskell
import Numeric.LinearAlgebra.Helpers
```
%% Cell type:markdown id: tags:
**minimize** <br /> Simplex algorithm (does not need a derivative).
```haskell
minimize
:: MinimizeMethod -- minimize method
-> Double -- desired precision of the solution (size test)
-> Int -- maximum number of iterations allowed
-> [Double] -- sizes of the initial search box
-> ([Double] -> Double) -- function to minimize
-> [Double] -- starting point
-> ([Double], Mat Double) -- solution vector and optimization path
```
```haskell
data MinimizeMethod = NMSimplex
| NMSimplex2
```
%% Cell type:code id: tags:
``` haskell
f [x,y] = 10*(x-1)^2 + 20*(y-2)^2 + 30
minimize NMSimplex2 1E-2 30 [1,1] f [5,7]
```
%%%% Output: display_data
%% Cell type:markdown id: tags:
Andere Verfahren wie Broyden-Fletcher-Goldfarb-Shanno (BFGS) in `minimizeD` (mit Ableitung)
other algorithms e.g. Broyden-Fletcher-Goldfarb-Shanno (BFGS) can be found in `minimizeD` (uses derivative)
## Finding roots
%% Cell type:markdown id: tags:
**root** <br /> non-linear, multidimensional root finding (no derivative needed).
```haskell
root
:: RootMethod -- Methode
-> Double -- maximum residual
-> Int -- maximum number of iterations allowed
-> ([Double] -> [Double]) -- function to minimize
-> [Double] -- starting point
-> ([Double], Mat Double) -- solution vector and optimization path
```
```haskell
data RootMethod = Hybrids
| Hybrid
| DNewton
| Broyden
```
%% Cell type:code id: tags:
``` haskell
(sol,path) = root Hybrid 1E-7 30 (\[x] -> [x^2 -1]) [-10]
path
sol
```
%%%% Output: display_data
%%%% Output: display_data
%% Cell type:markdown id: tags:
## Newton-method
%% Cell type:code id: tags:
``` haskell
newton :: (Fractional a, Floating a ) => (a -> a) -> a -> [(a,a)]
newton f xn = (f xn,xn) : newton f (fn xn)
where fn xn = let h = 1e-11 in xn - f xn/((f (xn+h) - f xn)/h)
```
%% Cell type:code id: tags:
``` haskell
unzip $ takeWhile (\(y,_) -> abs y >1e-16) $ newton cos (1::Double)
import Graphics.Rendering.Chart.Easy hiding (Matrix, Vector, scale)
import Graphics.Rendering.Chart.Backend.Cairo
(f,_) = unzip $ take 10 $ newton cos (1::Double)
toRenderable $ do
layout_title .= "Solution"
setColors [opaque blue, opaque red]
plot ( line "f" [ zip [0..] (map LogValue f) ] )
plot ( points "points" ( zip [0..] (map LogValue f) ) )
```
%%%% Output: display_data
%%%% Output: display_data
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%% Cell type:code id: tags:
``` haskell
{-# LANGUAGE FlexibleContexts #-}
import Data.Complex
import Data.Array.Repa hiding (map)
import qualified Data.Array.Repa as Repa
n = 200 -- size of the domain
-- create matrix of the mesh (and newton iteration start values)
coord = linspace n (-0.9,0.9::Double)
m = computeS $ fromFunction (ix2 n n) f :: Mat (Complex Double)
where f (Z :. i :. j) = coord ! (ix1 i) :+ coord ! (ix1 j)
```
%% Cell type:code id: tags:
``` haskell
f x = x**3 - 1
nm = snd . unzip . takeWhile (\(y,_) -> magnitude y >1e-13) . newton f
-- solution of newton iteration for every startvalue
solm = Repa.map (last . nm ) m
phasem = computeS $ Repa.map phase solm :: Mat Double
-- number of iterations for every startvalue
numitm = computeS $ Repa.map (fromIntegral . length . nm ) m :: Mat Double
```
%% Cell type:code id: tags:
``` haskell
import Data.Array.Repa.IO.BMP (writeImageToBMP)
import Data.Array.Repa.Algorithms.ColorRamp
import Data.Array.Repa.Algorithms.Pixel
(writeImageToBMP "../images/newton_konvergenz2.bmp" . runIdentity . computeP)
$ Repa.map ( rgb8OfDouble. rampColorHotToCold 0 5 . (+2.5) ) phasem
(writeImageToBMP "../images/newton_conv_sol2.bmp" . runIdentity . computeP)
$ Repa.map ( rgb8OfDouble. rampColorHotToCold 0 100) numitm
```
%%%% Output: display_data
%% Cell type:markdown id: tags:
<img src="../images/newton_konvergenz2.bmp" width="300px"></img>
<img src="../images/newton_conv_sol2.bmp" width="300px"></img>
%% Cell type:code id: tags:
``` haskell
```
......
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