Created
February 28, 2011 03:09
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Simple program to approximate y if have dy/dt
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def eulers_method(range, h, t, y, &block) | |
calculations = [] | |
calculations << [t, y] | |
while t <= range.last | |
slope = yield(t, y) | |
yn = y + (slope * h) | |
y = yn | |
t += h | |
calculations << [t, yn] | |
end | |
calculations | |
end | |
def gather_values(approximations, points) | |
values = [] | |
points.each do |point| | |
approximations.each_with_index do |approx, i| | |
if approx[0] >= point | |
values << approximations[i] | |
break | |
end | |
end | |
end | |
values | |
end | |
def print_table(data, sample_points, step_sizes) | |
data = data.transpose | |
cols = step_sizes.unshift("t").map(&:to_s) | |
horiz_border = "-"*((cols.length + 1) + (cols.length*9)) | |
puts horiz_border | |
cols.each do |col| | |
print "| " | |
print col.to_s.ljust(8, " ") | |
end | |
puts "|" | |
puts horiz_border | |
sample_points.each_with_index do |t, i| | |
print "| " | |
print t.to_s.ljust(8, " ") | |
data[i].each do |val| | |
print "| " | |
print val.to_s[0, 6].ljust(8, " ") | |
end | |
puts "|" | |
end | |
puts horiz_border | |
end | |
if __FILE__ == $PROGRAM_NAME | |
sample_points = [1.0, 1.5, 2, 2.5, 3.0] | |
step_sizes = [0.1, 0.05, 0.025, 0.01, 0.001, 0.00001] | |
data = step_sizes.inject([]) do |accum, step| | |
result = eulers_method(1..3, step, 1, 2) { |t, y| | |
((y**2)+(2*t*y))/(3+t**2) | |
} | |
accum << gather_values(result, sample_points).map { |pair| pair[1] } | |
end | |
print_table(data, sample_points, step_sizes) | |
end | |
# ----------------------------------------------------------------------- | |
# | t | 0.1 | 0.05 | 0.025 | 0.01 | 0.001 | 1.0e-05 | | |
# ----------------------------------------------------------------------- | |
# | 1.0 | 2 | 2 | 2 | 2 | 2 | 2 | | |
# | 1.5 | 3.3489 | 3.4188 | 3.5641 | 3.4827 | 3.5025 | 3.4999 | | |
# | 2 | 6.1636 | 6.5287 | 7.0069 | 6.8947 | 7.0001 | 6.9998 | | |
# | 2.5 | 13.019 | 16.676 | 17.463 | 18.048 | 18.452 | 18.499 | | |
# | 3.0 | 38.670 | 84.760 | 140.78 | 287.01 | 1948.1 | 107106 | | |
# ----------------------------------------------------------------------- | |
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