Genetic Algorithm-Based Task Scheduling in Cloud Computing Using MapReduce Framework

Algorithm 1

Creation of the initial population.

	Applying three different heuristic ranking strategies on the first three of the chromosomes.
	for i from 3 to PopSize-1 do
	for j from 0 to ChSize- 1 do
	produce at random a gene with the parameters that has not been
	generated in previous genes.
	In order to maintain a topological order that is reliable, transfer chromosome i from its
	current position on the left to its new position on the right in the queue.
	end for
	end for