QoS Analysis for Cloud-Based IoT Data Using Multicriteria-Based Optimization Approach

Algorithm 1

Basic genetic algorithm.

	//P: the population of current generation
	//n: the number of individuals
	//m: the number of groups
	//t: the number of current generations
	//T: the maximum number of generations
	Begin
	Initialize P(n)
	t = 0
	While (t ≤ T) do
	Calculate Fitness for P(n) using equation (1)
	If no Feasible (P), then
	Calculate Fitness for P(n) using equation (2)
	end if
	Sort P(n)
	for i = 1 to n/m
	Select P(i)
	Crossover P(i)
	Mutation P(i)
	end for
	for i = (n/m) + 1 to (n/m)2
	Select P(i)
	Crossover P(i)
	Mutation P(i)
	end for
	…
	for i = n − (m − 1)(n/m) to n
	Select P(i)
	Crossover P(i)
	Mutation P(i)
	end
	for t = t + 1
	end while
	end