Diamond Square Algorithm in VBA (to run in excel) - vba

I've written a script in VBA to create random terrain generation in excel, based on this following matlab script (http://knight.temple.edu/~lakamper/courses/cis350_2004/sources/matlabFractal/createFractalTerrain.m)
After compiling my script I found no bugs, but upon running in excel only cell A1 is assigned a value of zero, and then the script ends.
Now, I wondered if anyone had the time to look through my VBA script and see if they have any idea what's going wrong. I think maybe perhaps I mess around with an array called TR quite a bit when I could perhaps refer to the Cells directly from the get go.
Now, the code is bit long so I have provided a link to the text file that here, and so if nobody has the time I completely understand
https://www.dropbox.com/sh/c2l2ha0awirlowb/AAARGVpidQGP7I9Yu0XRN8yaa?dl=0
Also, here is the code indented.
Public TR(1 To 129, 1 To 129) As Double
Sub DiamondSquare()
Dim tsize As Long: tsize = 129
Dim StartRangRange As Double: startRandRange = 64.5
Dim H As Double: H = 0.9
Call createFractalTerrain(tsize, startRandRange, H)
End Sub
Function createFractalTerrain(ByVal tsize As Long, ByVal startRandRange As Double, ByVal H As Double) As Variant
'Function creates fractal terrain by midpoint displacement (diamond square algorithm)
'Output should be a tsize by tsize matrix
'tSize must be a (power of 2) + 1 ie 129
'startRandRange defines the overall elevation; size/2 gives natural images
'Roughness H (between 0 and 1); 0.9 is a natural value
'H=0 is max roughness
'Initiate Terrain
Dim i As Long
Dim j As Long
Dim ii As Long
Dim jj As Long
For i = 1 To tsize
For j = 1 To tsize
TR(i, j) = 10000
Next
Next
TR(1, 1) = 0
TR(1, tsize) = 0
TR(tsize, 1) = 0
TR(tsize, tsize) = 0
tsize = tsize - 1
randRange = startRandRange
'Main Loop
While tsize > 1
Call diamondStep(tsize, randRange)
Call squareStep(tsize, randRange)
tsize = tsize / 2
randRange = randRange * (1 / (2 ^ H))
Wend
For ii = 1 To tsize
For jj = 1 To tsize
Cells(ii, jj).Value = TR(ii, jj)
Next
Next
End Function
Sub diamondStep(ByVal tsize As Integer, ByVal randRange As Double)
sh = tsize / 2
maxIndex = UBound(TR, 1)
RowVal = 1 + sh
ColVal = 1 + sh
While RowVal < maxIndex
While ColVal < maxIndex
'Average height value of 4 cornerpoints
ValueH = TR(RowVal - sh, ColVal - sh) + TR(RowVal - sh, ColVal + sh) + TR(RowVal + sh, ColVal - sh) + TR(RowVal + sh, ColVal + sh)
ValueH = ValueH / 4
'Displacement
displacement = Int((1 - 0 + 1) * Rnd + 0) * randRange - randRange / 2
ValueH = ValueH + displacement
'Set diamond point
If TR(RowVal, ColVal) = 10000 Then TR(RowVal, ColVal) = ValueH
'Next square in same row
ColVal = ColVal + tsize
Wend
'Next row
ColVal = 1 + sh
RowVal = RowVal + tsize
Wend
End Sub
Sub squareStep(ByVal tsize As Integer, ByVal randRange As Double)
sh = tsize / 2
maxIndex = UBound(TR, 1)
colStart = 1 + sh
RowVal = 1
ColVal = colStart
While (RowVal <= maxIndex)
While (ColVal <= maxIndex)
ValueH = 0
nop = 4 'number of points
'the following cases handle the boundary points,
'i.e. the incomplete diamonds
'north
If RowVal > 1 Then
ValueH = ValueH + TR(RowVal - sh, ColVal)
Else
nop = nop - 1
End If
'east
If ColVal < maxIndex Then
ValueH = ValueH + TR(RowVal, ColVal + sh)
Else
nop = nop - 1
End If
'south
If RowVal < maxIndex Then
ValueH = ValueH + TR(RowVal + sh, ColVal)
Else
nop = nop - 1
End If
'west
If ColVal > 1 Then
ValueH = ValueH + TR(RowVal, ColVal - sh)
Else
nop = nop - 1
End If
'displacement
displacement = Int((1 - 0 + 1) * Rnd + 0) * randRange - randRange / 2
ValueH = ValueH / nop + displacement
'set square point (if not predefined)
If TR(RowVal, ColVal) = 10000 Then TR(RowVal, ColVal) = ValueH
'next diamond in same row
ColVal = ColVal + sh
Wend
'next row
'the starting column alternates between 1 and sh
If colStart = 1 Then
colStart = sh + 1
Else
colStart = 1
End If
ColVal = colStart
RowVal = RowVal + sh
Wend
End Sub

I think the issue you are experiencing is from not iterating over the array you created as you are resetting the tsize variable to 1.
Changing your code to something like this:
For ii = 1 To 129
For jj = 1 To 129
Cells(ii, jj).Value = TR(ii, jj)
Next
Next
Produces a grid of 129 Rows and 129 columns with numeric values. Alternatively you could use the LBound(TR) and UBound(TR) to achieve the same result as manually typing 1 to 129 in each of the For...Loop. I played around with this, and used a conditional format to color the cells based on their relative size either black or white. Here is the result, I think this is the type of output you are expecting.

Related

vba array element removal

j = LBound(arrayTime)
Do Until j = UBound(arrayTime)
j = j + 1
b = b + 1
cnc = b + r
MsgBox cnc
If cnc > 7 Then
b = 0
r = 0
cnc = b + r
End If
numMins = Sheet5.Cells(cnc + 3, 2) - arrayTime(j)
If numMins < 0 Then
g = g + 1
ReArrangeArray arrayTime, j
'ReDim Preserve arrayTime(numrows - 1 + g)
'arrayTime(numrows - 1 + g) = arrayTime(j)
'MsgBox (arrayTime(numrows - 1 + g))
Else
Sheet5.Cells(cnc + 3, 2) = numMins
End If
Loop
If the if statement is true I want to be able to put the array value at the end of the array and remove that value from its current spot. As the code is, it just adds it to the end and increases the size of the array from 12 to 13. How can I get the array to remain size 12 and still place the value at the end of the array and then remove it from its original position? I do not want to touch the array values in front. Just want to take that value and move it to the end.
For instance
array(1,2,3,4,5)
If statement
j on third loop.
array(j)=3
end array should be
array(1,2,4,5,3)
You could use a helper Sub like this one:
Sub ReArrangeArray(inputArray as Variant, indexToSwap as long)
Dim I As Long
Dim tempVal As Variant
If indexToSwap >= LBound(inputArray) And indexToSwap < UBound(inputArray) Then
tempVal = inputArray(indexToSwap)
For I = indexToSwap To UBound(inputArray) - 1
inputArray(i) = inputArray(i + 1)
Next I
InputArray(UBound(inputArray)) = tempVal
End If
End Sub
To be called by your main Sub as follows:
ReArrangeArray arrayTime, j

Increment decimal place by 0.05 in Word VBA

I'll start off by saying i have jut started teaching myself VBA about a week ago, so I may not be asking the right question, but...
I am attempting to write a loop in Word VBA that will increment a number calculated partially from text retrieved from bookmarks. I want it to round up to the nearest .05, so .87 becomes .90 and .21 becomes .25.
The module that I have written follows:
A = ActiveDocument.Bookmarks("SRebateIncome").Range.Text
B = ActiveDocument.Bookmarks("RebateDefault").Range.Text
C = ((A - 6000) * 0.15)
D = B - C
E = B + D
F = (18200 + ((445 + E) / 0.19)) + 1
G = (0.19 * 18200) + 445 + E + (37000 * (0.015 + 0.325 - 0.19))
H = (G / (0.015 + 0.325)) + 1
I = ActiveDocument.Bookmarks("TRebateIncome").Range.Text
If F < 37000 = True Then
J = (0.125 * (I - F))
Else
J = (0.125 * (I - H))
End If
K = E - J
K = Format(Round(K, 2), "###,##0.00")
'round K up to the nearest .00 or .05
If K <> "###,###.#0" = False or K <> "###,###.#5") = False Then
Do
K = K + 0.01
Loop Until K = "###,###.#0" = True or K <> "###,###.#5") = True
End If
Set RebateOutput = ActiveDocument.Bookmarks("RebateOutput").Range
RebateOutput.Text = K
Now assuming that the value input for bookmarks "SRebateIncome", "RebateDefault" and "TRebateIncome" are 10175, 1602 and 43046 respectively, I expected the output to be 1460.80, but instead "K" is returned as 1460.78.
At this stage I don't know anything about using Excel within word (except copy/paste a spreadsheet into a document and I don't want to do that with this).
Any help would be appreciated
Thanks!
You can do it with an excel object and the Ceiling function
Option Explicit
Sub RoundText()
Dim dblSRebateIncome As Double
Dim dblRebateDefault As Double
Dim dblTRebateIncome As Double
Dim dblFinal As Double
Dim rngOutput As Range
Dim oExcel As Object
' Load the variables
Set oExcel = CreateObject("Excel.Application")
Set rngOutput = ActiveDocument.Bookmarks("RebateOutput").Range
dblSRebateIncome = CDbl(ActiveDocument.Bookmarks("SRebateIncome").Range.Text)
dblRebateDefault = CDbl(ActiveDocument.Bookmarks("RebateDefault").Range.Text)
dblSRebateIncome = CDbl(ActiveDocument.Bookmarks("TRebateIncome").Range.Text)
dblFinal = GetCalculatedValue(dblSRebateIncome, dblRebateDefault, dblTRebateIncome)
dblFinal = oExcel.worksheetfunction.Ceiling(dblFinal, 0.05)
rngOutput.Text = Format$(dblFinal, "###,##0.00")
End Sub
Function GetCalculatedValue(ByVal dblSIncome As Double, _
ByVal dblDefault As Double, _
ByVal dblTIncome) As Double
' Declare all the intermediate variables.
Dim c As Double, d As Double, e As Double
Dim f As Double, g As Double, h As Double
Dim j As Double, ret As Double
' Perform the complicated calculation
c = ((dblSIncome - 6000) * 0.15)
d = dblDefault - c
e = dblDefault + d
f = (18200 + ((445 + e) / 0.19)) + 1
g = (0.19 * 18200) + 445 + e + (37000 * (0.015 + 0.325 - 0.19))
h = (g / (0.015 + 0.325)) + 1
If f < 37000 Then
j = (0.125 * (dblTIncome - f))
Else
j = (0.125 * (dblTIncome - h))
End If
ret = e - j
' Return the value of the fucntion
GetCalculatedValue = ret
End Function
Hope this helps. :)
Dim x As Double
x = 1.111 'E.g.
Debug.Print Round(x * 20, 0)/20 '>> 1.10

Create BMP image with VBA

I tried to create a macro which converts value of cells into BMP file.
Code is based on existing topic, found here:
VBA manually create BMP
Type typHEADER
strType As String * 2 ' Signature of file = "BM"
lngSize As Long ' File size
intRes1 As Integer ' reserved = 0
intRes2 As Integer ' reserved = 0
lngOffset As Long ' offset to the bitmap data (bits)
End Type
Type typINFOHEADER
lngSize As Long ' Size
lngWidth As Long ' Height
lngHeight As Long ' Length
intPlanes As Integer ' Number of image planes in file
intBits As Integer ' Number of bits per pixel
lngCompression As Long ' Compression type (set to zero)
lngImageSize As Long ' Image size (bytes, set to zero)
lngxResolution As Long ' Device resolution (set to zero)
lngyResolution As Long ' Device resolution (set to zero)
lngColorCount As Long ' Number of colors (set to zero for 24 bits)
lngImportantColors As Long ' "Important" colors (set to zero)
End Type
Type typPIXEL
bytB As Byte ' Blue
bytG As Byte ' Green
bytR As Byte ' Red
End Type
Type typBITMAPFILE
bmfh As typHEADER
bmfi As typINFOHEADER
bmbits() As Byte
End Type
Sub testowy()
Dim bmpFile As typBITMAPFILE
Dim lngRowSize As Long
Dim lngPixelArraySize As Long
Dim lngFileSize As Long
Dim j, k, l, x As Integer
Dim bytRed, bytGreen, bytBlue As Integer
Dim lngRGBColoer() As Long
Dim strBMP As String
With bmpFile
With .bmfh
.strType = "BM"
.lngSize = 0
.intRes1 = 0
.intRes2 = 0
.lngOffset = 54
End With
With .bmfi
.lngSize = 40
.lngWidth = 21
.lngHeight = 21
.intPlanes = 1
.intBits = 24
.lngCompression = 0
.lngImageSize = 0
.lngxResolution = 0
.lngyResolution = 0
.lngColorCount = 0
.lngImportantColors = 0
End With
lngRowSize = Round(.bmfi.intBits * .bmfi.lngWidth / 32) * 4
lngPixelArraySize = lngRowSize * .bmfi.lngHeight
ReDim .bmbits(lngPixelArraySize)
ReDim lngRGBColor(21, 21)
For j = 1 To 21 ' For each row, starting at the bottom and working up...
'each column starting at the left
For x = 1 To 21
If Cells(j, x).Value = 1 Then
k = k + 1
.bmbits(k) = 0
k = k + 1
.bmbits(k) = 0
k = k + 1
.bmbits(k) = 0
Else
k = k + 1
.bmbits(k) = 255
k = k + 1
.bmbits(k) = 255
k = k + 1
.bmbits(k) = 255
End If
Next x
Next j
.bmfh.lngSize = 14 + 40 + lngPixelArraySize
End With ' Defining bmpFile
strBMP = "C:\Lab\xxx.BMP"
Open strBMP For Binary Access Write As 1 Len = 1
Put 1, 1, bmpFile.bmfh
Put 1, , bmpFile.bmfi
Put 1, , bmpFile.bmbits
Close
End Sub
The output differs significantly from my expectations (left - actual output, right - expected output).
There is a small error in code.
Colors at BMP file are saved as: [B,G,R] 1st pixel [B,G,R] 2nd pixel [0,0] padding (gap) for 4 byte alignment. To mirror the image the first loop should be reversed. The correct code (including loops) should be like:
k = -1
For j = 21 To 1 Step -1
' For each row, starting at the bottom and working up...
'each column starting at the left
For x = 1 To 21
If Cells(j, x).Value = 1 Then
k = k + 1
.bmbits(k) = 0
k = k + 1
.bmbits(k) = 0
k = k + 1
.bmbits(k) = 0
Else
k = k + 1
.bmbits(k) = 255
k = k + 1
.bmbits(k) = 255
k = k + 1
.bmbits(k) = 255
End If
Next x
If (21 * .bmfi.intBits / 8 < lngRowSize) Then ' Add padding if required
For l = 21 * .bmfi.intBits / 8 + 1 To lngRowSize
k = k + 1
.bmbits(k) = 0
Next l
End If
Next j

Excel XY Chart (Scatter plot) Data Label No Overlap

So I've been working on this for the past week. Although it can't do miracles, I can say I've got a pretty good result:
I just wanted to put this code out there for all the poor souls like me that are looking for some kind of vba macro that helps them avoid label overlaps in a scatter plot, because while doing my research on the subject, I wasn't able to find anything helpful.
Const PIXEL_TO_POINT_RATIO As Double = 0.72 '1 Pixel = 72/96*1 Point
Const tStep As Double = 0.1
Const rStep As Double = 0.1
Dim pCount As Integer
Sub ExampleMain()
RearrangeScatterLabels Sheet5
RearrangeScatterLabels Sheet25
End Sub
Sub RearrangeScatterLabels(sht As Worksheet)
Dim plot As Chart
Dim sCollection As SeriesCollection
Dim dLabels() As DataLabel
Dim dPoints() As Point
Dim xArr(), yArr(), stDevX, stDevY As Double
Dim x0, x1, y0, y1 As Double
Dim temp() As Double
Dim theta As Double
Dim r As Double
Dim isOverlapped As Boolean
Dim safetyNet, validEntry, currentPoint As Integer
Set plot = sht.ChartObjects(1).Chart 'XY chart (scatter plot)
Set sCollection = plot.SeriesCollection 'All points and labels
safetyNet = 1
pCount = (sCollection.Count - 1)
ReDim dLabels(1 To 1)
ReDim dPoints(1 To 1)
ReDim xArr(1 To 1)
ReDim yArr(1 To 1)
For pt = 1 To sCollection(1).Points.Count
For i = 1 To pCount
If sCollection(i).Points.Count <> 0 Then
'Dynamically expand the arrays
validEntry = validEntry + 1
If validEntry <> 1 Then
ReDim Preserve dLabels(1 To UBound(dLabels) + 1)
ReDim Preserve dPoints(1 To UBound(dPoints) + 1)
ReDim Preserve xArr(1 To UBound(xArr) + 1)
ReDim Preserve yArr(1 To UBound(yArr) + 1)
End If
Set dLabels(i) = sCollection(i).Points(pt).DataLabel 'Store all label objects
Set dPoints(i) = sCollection(i).Points(pt) 'Store all point objects
temp = getElementDimensions(, dPoints(i))
xArr(i) = temp(0) 'Store all points x values
yArr(i) = temp(2) 'Store all points y values
End If
Next
Next
If UBound(dLabels) < 2 Then Exit Sub
pCount = UBound(dLabels)
stDevX = Application.WorksheetFunction.StDev(xArr) 'Get standard deviation for x
stDevY = Application.WorksheetFunction.StDev(yArr) 'Get standard deviation for y
If stDevX = 0 Then stDevX = 1
If stDevY = 0 Then stDevY = 1
r = 0
For currentPoint = 1 To pCount
theta = Rnd * 2 * Application.WorksheetFunction.Pi()
x0 = xArr(currentPoint)
y0 = yArr(currentPoint)
x1 = xArr(currentPoint)
y1 = yArr(currentPoint)
isOverlapped = True
Do Until Not isOverlapped
safetyNet = safetyNet + 1
If safetyNet < 500 Then
If Not checkForOverlap(dLabels(currentPoint), dLabels, dPoints, plot) Then
'No label is within bounds and not overlapping
isOverlapped = False
r = 0
theta = Rnd * 2 * Application.WorksheetFunction.Pi()
safetyNet = 1
Else
'Move label so it does not overlap
theta = theta + tStep
r = r + rStep * tStep / (2 * Application.WorksheetFunction.Pi())
x1 = x0 + stDevX * r * Cos(theta)
y1 = y0 + stDevY * r * Sin(theta)
dLabels(currentPoint).Left = x1
dLabels(currentPoint).Top = y1
End If
Else
safetyNet = 1
Exit Do
End If
Loop
Next
End Sub
Function checkForOverlap(ByRef dLabel As DataLabel, ByRef dLabels() As DataLabel, ByRef dPoints() As Point, ByRef dChart As Chart) As Boolean
checkForOverlap = False 'Return false by default
'Detect label going over chart area
If detectOverlap(dLabel, , , dChart) Then
checkForOverlap = True
Exit Function
End If
'Detect labels overlap
For i = 1 To pCount
If Not dLabel.Left = dLabels(i).Left Then
If detectOverlap(dLabel, dLabels(i)) Then
checkForOverlap = True
Exit Function
End If
End If
Next
'Detect label overlap with point
For i = 1 To pCount
If detectOverlap(dLabel, , dPoints(i)) Then
checkForOverlap = True
Exit Function
End If
Next
End Function
Function getElementDimensions(Optional dLabel As DataLabel, Optional dPoint As Point, Optional dChart As Chart) As Double()
'Get element dimensions and compensate slack
Dim eDimensions(3) As Double
'Working in IV quadrant
If dPoint Is Nothing And dChart Is Nothing Then
'Get label dimensions and compensate padding
eDimensions(0) = dLabel.Left + PIXEL_TO_POINT_RATIO * 3 'Left
eDimensions(1) = dLabel.Left + dLabel.Width - PIXEL_TO_POINT_RATIO * 3 'Right
eDimensions(2) = dLabel.Top + PIXEL_TO_POINT_RATIO * 6 'Top
eDimensions(3) = dLabel.Top + dLabel.Height - PIXEL_TO_POINT_RATIO * 3 'Bottom
End If
If dLabel Is Nothing And dChart Is Nothing Then
'Get point dimensions
eDimensions(0) = dPoint.Left - PIXEL_TO_POINT_RATIO * 5 'Left
eDimensions(1) = dPoint.Left + PIXEL_TO_POINT_RATIO * 5 'Right
eDimensions(2) = dPoint.Top - PIXEL_TO_POINT_RATIO * 5 'Top
eDimensions(3) = dPoint.Top + PIXEL_TO_POINT_RATIO * 5 'Bottom
End If
If dPoint Is Nothing And dLabel Is Nothing Then
'Get chart dimensions
eDimensions(0) = dChart.PlotArea.Left + PIXEL_TO_POINT_RATIO * 22 'Left
eDimensions(1) = dChart.PlotArea.Left + dChart.PlotArea.Width - PIXEL_TO_POINT_RATIO * 22 'Right
eDimensions(2) = dChart.PlotArea.Top - PIXEL_TO_POINT_RATIO * 4 'Top
eDimensions(3) = dChart.PlotArea.Top + dChart.PlotArea.Height - PIXEL_TO_POINT_RATIO * 4 'Bottom
End If
getElementDimensions = eDimensions 'Return dimensions array in Points
End Function
Function detectOverlap(ByVal dLabel1 As DataLabel, Optional ByVal dLabel2 As DataLabel, Optional ByVal dPoint As Point, Optional ByVal dChart As Chart) As Boolean
'Left, Right, Top, Bottom
Dim AxL, AxR, AyT, AyB As Double 'First label coordinates
Dim BxL, BxR, ByT, ByB As Double 'Second label coordinates
Dim eDimensions() As Double 'Element dimensions
eDimensions = getElementDimensions(dLabel1)
AxL = eDimensions(0)
AxR = eDimensions(1)
AyT = eDimensions(2)
AyB = eDimensions(3)
If dPoint Is Nothing And dChart Is Nothing Then
'Compare with another label
eDimensions = getElementDimensions(dLabel2)
End If
If dLabel2 Is Nothing And dChart Is Nothing Then
'Compare with a point
eDimensions = getElementDimensions(, dPoint)
End If
If dPoint Is Nothing And dLabel2 Is Nothing Then
'Compare with chart area
eDimensions = getElementDimensions(, , dChart)
End If
BxL = eDimensions(0)
BxR = eDimensions(1)
ByT = eDimensions(2)
ByB = eDimensions(3)
If dChart Is Nothing Then
detectOverlap = (AxL <= BxR And AxR >= BxL And AyT <= ByB And AyB >= ByT) 'Reverse De Morgan's Law
Else
detectOverlap = Not (AxL >= BxL And AxR <= BxR And AyT >= ByT And AyB <= ByB) 'Is in chart bounds (working in IV quadrant)
End If
End Function
I realize the code is kinda rough and not optimized, but I can't spend more time on this project. I've left quite a few notes around to help read it, should anyone choose to continue this project. Hope this helps.
Best wishes, Schadenfreude.
Building on your function, I made a routine to randomly reposition the labels, assigning a score according to how much overlap it would cause, and thusly optimize. The results aren't great for my own data set, but I think it can be tuned easily for most usages.
There are some issues with the borders and the axis labels which maybe I'll account for later.
Option Explicit
Sub ExampleUsage()
RearrangeScatterLabels ActiveSheet.ChartObjects(1).Chart, 3
End Sub
Sub RearrangeScatterLabels(plot As Chart, Optional timelimit As Double = 5)
Dim sCollection As SeriesCollection
Set sCollection = plot.SeriesCollection
Dim pCount As Integer
pCount = sCollection(1).Points.Count
If pCount < 2 Then Exit Sub
Dim dPoints() As Point
Dim xArr() As Double ' Label center position X
Dim yArr() As Double ' Label center position Y
Dim wArr() As Double ' Label width
Dim hArr() As Double ' Label height
Dim pArr() As Double ' Marker position X
Dim qArr() As Double ' Marker position Y
Dim mArr() As Double ' Markersize
ReDim dPoints(1 To pCount)
ReDim xArr(1 To pCount)
ReDim yArr(1 To pCount)
ReDim wArr(1 To pCount)
ReDim hArr(1 To pCount)
ReDim pArr(1 To pCount)
ReDim qArr(1 To pCount)
ReDim mArr(1 To pCount)
Dim theta As Double
Dim i As Integer
Dim j As Integer
Dim dblStart As Double
' Loop through all points to get their handles and coordinates
For i = 1 To pCount
' Store all point objects
Set dPoints(i) = sCollection(1).Points(i)
' Extract their coordinates and size
pArr(i) = dPoints(i).Left
qArr(i) = dPoints(i).Top
mArr(i) = dPoints(i).MarkerSize
' Store the size of the corresponding labels
wArr(i) = dPoints(i).DataLabel.Width
hArr(i) = dPoints(i).DataLabel.Height
' Starting position (center of label) is middle below
xArr(i) = pArr(i)
yArr(i) = qArr(i) + mArr(i)
Next
Dim newX As Double
Dim newY As Double
Dim dE As Double
Dim wgtOverlap As Double
Dim wgtDistance As Double
Dim wgtClose As Double
wgtOverlap = 10000 ' Extra penalty for overlapping
wgtDistance = 10000 ' Penalty for being nearby other labels
wgtClose = 10 ' Penalty for being further from marker
' Limit the function by time
dblStart = Timer
Do Until TimerDiff(dblStart, Timer) > timelimit
' Pick a random label to move around
i = Int(Rnd * pCount + 1)
' Pick a new random position by angle
theta = Rnd * 2 * Application.WorksheetFunction.Pi()
' Determine the position it would shift to
If Abs(Sin(theta) * wArr(i)) > Abs(hArr(i) * Cos(theta)) Then
' above or below
If Sin(theta) > 0 Then
' above
newX = pArr(i) + wArr(i) * Cos(theta) / 2
newY = qArr(i) - hArr(i) / 2 - mArr(i) / 2
Else
' below
newX = pArr(i) + wArr(i) * Cos(theta) / 2
newY = qArr(i) + hArr(i) / 2 + mArr(i) / 2
End If
Else
' left or right side
If Cos(theta) < 0 Then
' left
newX = pArr(i) - wArr(i) / 2 - mArr(i) / 2
newY = qArr(i) - hArr(i) * Sin(theta) / 2
Else
' right
newX = pArr(i) + wArr(i) / 2 + mArr(i) / 2
newY = qArr(i) - hArr(i) * Sin(theta) / 2
End If
End If
' Determine increase in energy caused by this shift
dE = 0
For j = 1 To pCount
If i <> j Then
' Current overlap with labels
If 2 * Abs(xArr(i) - xArr(j)) < wArr(i) + wArr(j) _
And 2 * Abs(yArr(i) - yArr(j)) < hArr(i) + hArr(j) Then
dE = dE - Abs(xArr(i) - xArr(j) + (wArr(i) + wArr(j)) / 2) _
* Abs(yArr(i) - yArr(j) + (hArr(i) + hArr(j)) / 2)
dE = dE - wgtOverlap
End If
' New overlap with labels
If 2 * Abs(newX - xArr(j)) < wArr(i) + wArr(j) _
And 2 * Abs(newY - yArr(j)) < hArr(i) + hArr(j) Then
dE = dE + Abs(newX - xArr(j) + (wArr(i) + wArr(j)) / 2) _
* Abs(newY - yArr(j) + (hArr(i) + hArr(j)) / 2)
dE = dE + wgtOverlap
End If
' Current overlap with labels
If Abs(xArr(i) - pArr(j)) < wArr(i) / 2 + mArr(j) _
And Abs(yArr(i) - qArr(j)) < hArr(i) / 2 + mArr(j) Then
dE = dE - wgtOverlap
End If
' New overlap with points
If Abs(newX - pArr(j)) < wArr(i) / 2 + mArr(j) _
And Abs(newY - qArr(j)) < hArr(i) / 2 + mArr(j) Then
dE = dE + wgtOverlap
End If
' We like the neighbours to be far away
dE = dE - wgtDistance / ((xArr(i) - xArr(j)) ^ 2 + (yArr(i) - yArr(j)) ^ 2)
dE = dE + wgtDistance / ((newX - xArr(j)) ^ 2 + (newY - yArr(j)) ^ 2)
End If
' We like the offsets to be low
dE = dE - wgtClose * (Abs(xArr(i) - pArr(i)) + Abs(yArr(i) - qArr(i)))
dE = dE + wgtClose * (Abs(newX - pArr(i)) + Abs(newY - qArr(i)))
Next
' If it didn't get worse, adjust to new position
If dE <= 0 Then
xArr(i) = newX
yArr(i) = newY
End If
Loop
' Actually adjust the labels
For i = 1 To pCount
dPoints(i).DataLabel.Left = xArr(i) - wArr(i) / 2
dPoints(i).DataLabel.Top = yArr(i) - hArr(i) / 2
Next
End Sub
' Timer function from Peter Albert
' http://stackoverflow.com/questions/15634623
Function TimerDiff(dblTimerStart As Double, dblTimerEnd As Double)
Dim dblTemp As Double
dblTemp = dblTimerEnd - dblTimerStart
If dblTemp < -43200 Then
dblTemp = dblTemp + 86400
End If
TimerDiff = dblTemp
End Function

Normal Distributed Random Number in VB.NET

Is there anybody know how to make normal distributed random number in vb.net?
thank you
From this forum post :
Usage:
GaussNumDist(Mean, Standard Deviation, Sample Size)
Code example below, which will populate GaussNumArray() with the sample of numbers, whose distribution will have the mean and standard deviation specified:
Imports System.Math
Module Module1
Friend GaussNumArray() As Double
Friend intICell As Long
Friend Function GaussNumDist(ByVal Mean As Double, ByVal StdDev As Double, ByVal SampleSize As Integer)
intICell = 1 'Loop variable
ReDim GaussNumArray(SampleSize)
Do While (intICell < (SampleSize + 1))
Call NumDist(Mean, StdDev)
Application.DoEvents()
Loop
End Function
Sub NumDist(ByVal meanin As Double, ByVal sdin As Double)
'---------------------------------------------------------------------------------
'Converts uniform random numbers over the region 0 to 1 into Gaussian distributed
'random numbers using Box-Muller algorithm.
'Adapted from Numerical Recipes in C
'---------------------------------------------------------------------------------
'Defining variables
Dim dblR1 As Double
Dim dblR2 As Double
Dim mean As Double
Dim var As Double
Dim circ As Double
Dim trans As Double
Dim dblY1 As Double
Dim dblY2 As Double
Dim Pi As Double
Pi = 4 * Atan(1)
'Get two random numbers
dblR1 = (2 * UniformRandomNumber()) - 1
dblR2 = (2 * UniformRandomNumber()) - 1
circ = (dblR1 ^ 2) + (dblR2 ^ 2) 'Radius of circle
If circ >= 1 Then 'If outside unit circle, then reject number
Call NumDist(meanin, sdin)
Exit Sub
End If
'Transform to Gaussian
trans = Sqrt(-2 * Log(circ) / circ)
dblY1 = (trans * dblR1 * sdin) + meanin
dblY2 = (trans * dblR2 * sdin) + meanin
GaussNumArray(intICell) = dblY1 'First number
'Increase intICell for next random number
intICell = (intICell + 1)
GaussNumArray(intICell) = dblY2 'Second number
'Increase intICell again ready for next call of ConvertNumberDistribution
intICell = (intICell + 1)
End Sub
Friend Function UniformRandomNumber() As Double
'-----------------------------------------------------------------------------------
'Outputs random numbers with a period of > 2x10^18 in the range 0 to 1 (exclusive)
'Implements a L'Ecuyer generator with Bays-Durham shuffle
'Adapted from Numerical Recipes in C
'-----------------------------------------------------------------------------------
'Defining constants
Const IM1 As Double = 2147483563
Const IM2 As Double = 2147483399
Const AM As Double = (1.0# / IM1)
Const IMM1 As Double = (IM1 - 1.0#)
Const IA1 As Double = 40014
Const IA2 As Double = 40692
Const IQ1 As Double = 53668
Const IQ2 As Double = 52774
Const IR1 As Double = 12211
Const IR2 As Double = 3791
Const NTAB As Double = 32
Const NDIV As Double = (1.0# + IM1 / NTAB)
Const ESP As Double = 0.00000012
Const RNMX As Double = (1.0# - ESP)
Dim iCell As Integer
Dim idum As Double
Dim j As Integer
Dim k As Long
Dim temp As Double
Static idum2 As Long
Static iy As Long
Static iv(NTAB) As Long
idum2 = 123456789
iy = 0
'Seed value required is a negative integer (idum)
Randomize()
idum = (-Rnd() * 1000)
'For loop to generate a sequence of random numbers based on idum
For iCell = 1 To 10
'Initialize generator
If (idum <= 0) Then
'Prevent idum = 0
If (-(idum) < 1) Then
idum = 1
Else
idum = -(idum)
End If
idum2 = idum
For j = (NTAB + 7) To 0
k = ((idum) / IQ1)
idum = ((IA1 * (idum - (k * IQ1))) - (k * IR1))
If (idum < 0) Then
idum = (idum + IM1)
End If
If (j < NTAB) Then
iv(j) = idum
End If
Next j
iy = iv(0)
End If
'Start here when not initializing
k = (idum / IQ1)
idum = ((IA1 * (idum - (k * IQ1))) - (k * IR1))
If (idum < 0) Then
idum = (idum + IM1)
End If
k = (idum2 / IQ2)
idum2 = ((IA2 * (idum2 - (k * IQ2))) - (k * IR2))
If (idum2 < 0) Then
idum2 = idum2 + IM2
End If
j = (iy / NDIV)
iy = (iv(j) - idum2)
iv(j) = idum
If (iy < 1) Then
iy = (iy + IMM1)
End If
temp = AM * iy
If (temp <= RNMX) Then
'Return the value of the random number
UniformRandomNumber = temp
End If
Next iCell
End Function
End Module
You can use following line
Dim x1 as Double = MathNet.Numerics.Distributions.Normal.Sample(MEAN, STDEV)
Math.Net Numeric package can be installed using following NuGet command
Install-Package MathNet.Numerics -Version 4.9.0
You can found more information on NuGet site