GAECH: Genetic Algorithm Based Energy Efficient Clustering Hierarchy in Wireless Sensor Networks

Algorithm 1

GAECH algorithm.

(1) Generate Random initial population

(2) Evaluate the initial solutions using fitness function

(3) for (1) till the condition is true

    (a) Apply Elitism selection operator

    (b) Apply single point crossover,

    (c) Apply mutation with given probability,

(4) Update the population with new offspring

(5) end

(6) Select the best fit chromosome and form the cluster accordingly