An Adaptive Image Enhancement Technique by Combining Cuckoo Search and Particle Swarm Optimization Algorithm

Pseudocode 1

Pseudocode of cuckoo search via Levy flights.

Begin

Objective function ,

Generate initial population of

    host nests

While ( < MaxGeneration) or (Stop Criterion)

Get a cuckoo randomly by Levy flights

Evaluate its quality/fitness

Choose a nest among (say, ) randomly

If ( > )

Replace by the new solution

End

A fraction () of worse nests

   are abandoned and new ones are built

Keep the best solutions

    (or nests with quality solutions)

Rank the solutions and find the current best

End while

Post process results and visualization

End