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* http://www.zytrax.com/tech/lang/ruby/ | |||
=Dijkstra’s Algorithm in Ruby= | |||
http://blog.linkedin.com/2008/09/19/implementing-di/ | |||
<pre> | |||
require 'pqueue' | |||
class Algorithm | |||
INFINITY = 1 << 32 | |||
def self.dijkstra(source, edges, weights, n) | |||
visited = Array.new(n, false) | |||
shortest_distances = Array.new(n, INFINITY) | |||
previous = Array.new(n, nil) | |||
pq = PQueue.new(proc {|x,y| shortest_distances[x] < shortest_distances[y]}) | |||
pq.push(source) | |||
visited = true | |||
shortest_distances = 0 | |||
while pq.size != 0 | |||
v = pq.pop | |||
visited[v] = true | |||
if edges[v] | |||
edges[v].each do |w| | |||
if !visited[w] and shortest_distances[w] > shortest_distances[v] + weights[v][w] | |||
shortest_distances[w] = shortest_distances[v] + weights[v][w] | |||
previous[w] = v | |||
pq.push(w) | |||
end | |||
end | |||
end | |||
end | |||
return [shortest_distances, previous] | |||
end | |||
end | |||
</pre> | |||
=pqueue= | |||
http://www.math.kobe-u.ac.jp/~kodama/tips-ruby-pqueue.html | |||
<pre> | |||
# Priority queue with array based heap. | |||
# | |||
# This is distributed freely in the sence of | |||
# GPL(GNU General Public License). | |||
# | |||
# K.Kodama 2005/09/01. push_array, pop_array | |||
# Rick Bradley 2003/02/02. patch for Ruby 1.6.5. Thank you! | |||
# K.Kodama 2001/03/10. 1st version | |||
class PQueue | |||
attr_accessor :qarray # format: [nil, e1, e2, ..., en] | |||
attr_reader :size # number of elements | |||
attr_reader :gt # compareProc | |||
def initialize(compareProc=lambda{|x,y| x>y}) | |||
# By default, retrieves maximal elements first. | |||
@qarray=[nil]; @size=0; @gt=compareProc; make_legal | |||
end | |||
private :initialize | |||
def upheap(k) | |||
k2=k.div(2); v=@qarray[k]; | |||
while ((k2>0)and(@gt[v,@qarray[k2]])); | |||
@qarray[k]=@qarray[k2]; k=k2; k2=k2.div(2) | |||
end; | |||
@qarray[k]=v; | |||
end | |||
private :upheap | |||
def downheap(k) | |||
v=@qarray[k]; q2=@size.div(2) | |||
loop{ | |||
if (k>q2); break; end; | |||
j=k+k; if ((j<@size)and(@gt[@qarray[j+1],@qarray[j]])); j=j+1; end; | |||
if @gt[v,@qarray[j]]; break; end; | |||
@qarray[k]=@qarray[j]; k=j; | |||
} | |||
@qarray[k]=v; | |||
end; | |||
private :downheap | |||
def make_legal | |||
for k in 2..@size do; upheap(k); end; | |||
end; | |||
def empty? | |||
return (0==@size) | |||
end | |||
def clear | |||
@qarray.replace([nil]); @size=0; | |||
end; | |||
def replace_array(arr=[]) | |||
# Use push_array. | |||
@qarray.replace([nil]+arr); @size=arr.size; make_legal | |||
end; | |||
def clone | |||
q=new; q.qarray=@qarray.clone; q.size=@size; q.gt=@gt; return q; | |||
end; | |||
def push(v) | |||
@size=@size+1; @qarray[@size]=v; upheap(@size); | |||
end; | |||
def push_array(arr=[]) | |||
@qarray[@size+1,arr.size]=arr; arr.size.times{@size+=1; upheap(@size)} | |||
end; | |||
def pop | |||
# return top element. nil if queue is empty. | |||
if @size>0; | |||
res=@qarray[1]; @qarray[1]=@qarray[@size]; @size=@size-1; | |||
downheap(1); | |||
return res; | |||
else return nil | |||
end; | |||
end; | |||
def pop_array(n=@size) | |||
# return top n-element as an sorted array. (i.e. The obtaining array is decreasing order.) | |||
# See also to_a. | |||
a=[] | |||
n.times{a.push(pop)} | |||
return a | |||
end; | |||
def to_a | |||
# array sorted as increasing order. | |||
# See also pop_array. | |||
res=@qarray[1..@size]; | |||
res.sort!{|x,y| if @gt[x,y]; 1;elsif @gt[y,x]; -1; else 0; end;} | |||
return res | |||
end | |||
def top | |||
# top element. not destructive. | |||
if @size>0; return @qarray[1]; else return nil; end; | |||
end; | |||
def replace_top_low(v) | |||
# replace top element if v<top element. | |||
if @size>0; @qarray[0]=v; downheap(0); return @qarray[0]; | |||
else @qarray[1]=v; return nil; | |||
end; | |||
end; | |||
def replace_top(v) | |||
# replace top element | |||
if @size>0; res=@qarray[1]; @qarray[1]=v; downheap(1); return res; | |||
else @qarray[1]=v; return nil; | |||
end; | |||
end; | |||
def each_pop | |||
# iterate pop. destructive. Use as self.each_pop{|x| ... }. | |||
while(@size>0); yield self.pop; end; | |||
end; | |||
def each_with_index | |||
# Not ordered. Use as self.each_with_index{|e,i| ... }. | |||
for i in 1..@size do; yield @qarray[i],i; end; | |||
end | |||
end # class pqueue | |||
if $0 == __FILE__ | |||
pq=PQueue.new(proc{|x,y| x>y}) | |||
pq.push(2) | |||
pq.push(3) | |||
pq.push(4) | |||
pq.push(3) | |||
pq.push(2) | |||
pq.push(4) | |||
pq.push_array([3,5,4]) | |||
print "size: "+pq.size.to_s+"\n" | |||
print "heap: "; pq.each_with_index{|x,y| print x.to_s+" "}; print "\n" | |||
print "to_a: "+pq.to_a.to_s+"\n" | |||
# a=pq.pop_array; p a.to_s | |||
print "pop : ";pq.each_pop{|x| print x.to_s+" "}; print "\n" | |||
end; | |||
</pre> | |||
=Ruby Archives= | |||
* http://raa.ruby-lang.org/ | |||
[[Category:Ruby]] | [[Category:Ruby]] |
Latest revision as of 12:10, 18 March 2010
Dijkstra’s Algorithm in Ruby
http://blog.linkedin.com/2008/09/19/implementing-di/
require 'pqueue' class Algorithm INFINITY = 1 << 32 def self.dijkstra(source, edges, weights, n) visited = Array.new(n, false) shortest_distances = Array.new(n, INFINITY) previous = Array.new(n, nil) pq = PQueue.new(proc {|x,y| shortest_distances[x] < shortest_distances[y]}) pq.push(source) visited = true shortest_distances = 0 while pq.size != 0 v = pq.pop visited[v] = true if edges[v] edges[v].each do |w| if !visited[w] and shortest_distances[w] > shortest_distances[v] + weights[v][w] shortest_distances[w] = shortest_distances[v] + weights[v][w] previous[w] = v pq.push(w) end end end end return [shortest_distances, previous] end end
pqueue
http://www.math.kobe-u.ac.jp/~kodama/tips-ruby-pqueue.html
# Priority queue with array based heap. # # This is distributed freely in the sence of # GPL(GNU General Public License). # # K.Kodama 2005/09/01. push_array, pop_array # Rick Bradley 2003/02/02. patch for Ruby 1.6.5. Thank you! # K.Kodama 2001/03/10. 1st version class PQueue attr_accessor :qarray # format: [nil, e1, e2, ..., en] attr_reader :size # number of elements attr_reader :gt # compareProc def initialize(compareProc=lambda{|x,y| x>y}) # By default, retrieves maximal elements first. @qarray=[nil]; @size=0; @gt=compareProc; make_legal end private :initialize def upheap(k) k2=k.div(2); v=@qarray[k]; while ((k2>0)and(@gt[v,@qarray[k2]])); @qarray[k]=@qarray[k2]; k=k2; k2=k2.div(2) end; @qarray[k]=v; end private :upheap def downheap(k) v=@qarray[k]; q2=@size.div(2) loop{ if (k>q2); break; end; j=k+k; if ((j<@size)and(@gt[@qarray[j+1],@qarray[j]])); j=j+1; end; if @gt[v,@qarray[j]]; break; end; @qarray[k]=@qarray[j]; k=j; } @qarray[k]=v; end; private :downheap def make_legal for k in 2..@size do; upheap(k); end; end; def empty? return (0==@size) end def clear @qarray.replace([nil]); @size=0; end; def replace_array(arr=[]) # Use push_array. @qarray.replace([nil]+arr); @size=arr.size; make_legal end; def clone q=new; q.qarray=@qarray.clone; q.size=@size; q.gt=@gt; return q; end; def push(v) @size=@size+1; @qarray[@size]=v; upheap(@size); end; def push_array(arr=[]) @qarray[@size+1,arr.size]=arr; arr.size.times{@size+=1; upheap(@size)} end; def pop # return top element. nil if queue is empty. if @size>0; res=@qarray[1]; @qarray[1]=@qarray[@size]; @size=@size-1; downheap(1); return res; else return nil end; end; def pop_array(n=@size) # return top n-element as an sorted array. (i.e. The obtaining array is decreasing order.) # See also to_a. a=[] n.times{a.push(pop)} return a end; def to_a # array sorted as increasing order. # See also pop_array. res=@qarray[1..@size]; res.sort!{|x,y| if @gt[x,y]; 1;elsif @gt[y,x]; -1; else 0; end;} return res end def top # top element. not destructive. if @size>0; return @qarray[1]; else return nil; end; end; def replace_top_low(v) # replace top element if v<top element. if @size>0; @qarray[0]=v; downheap(0); return @qarray[0]; else @qarray[1]=v; return nil; end; end; def replace_top(v) # replace top element if @size>0; res=@qarray[1]; @qarray[1]=v; downheap(1); return res; else @qarray[1]=v; return nil; end; end; def each_pop # iterate pop. destructive. Use as self.each_pop{|x| ... }. while(@size>0); yield self.pop; end; end; def each_with_index # Not ordered. Use as self.each_with_index{|e,i| ... }. for i in 1..@size do; yield @qarray[i],i; end; end end # class pqueue if $0 == __FILE__ pq=PQueue.new(proc{|x,y| x>y}) pq.push(2) pq.push(3) pq.push(4) pq.push(3) pq.push(2) pq.push(4) pq.push_array([3,5,4]) print "size: "+pq.size.to_s+"\n" print "heap: "; pq.each_with_index{|x,y| print x.to_s+" "}; print "\n" print "to_a: "+pq.to_a.to_s+"\n" # a=pq.pop_array; p a.to_s print "pop : ";pq.each_pop{|x| print x.to_s+" "}; print "\n" end;