Sparrow Search Algorithm Step-by-Step with Example ~xRay Pixy
Sparrow Search Algorithm is inspired by the foraging behaviors of Sparrows. 2 Types of Sparrow according to their roles in foraging: Producers (they collect food from different sources) and Scroungers ( obtain food discovered by producers ).
How initial Population is generated in Sparrow Search Algorithm?
Using Random Method. The Sparrow population is initialized using randomization.
Sparrow foraging technique: When any sparrow sees a predator, one or more individuals will give a chirp, and the entire group flies away.
How to Update Scrounger Location in the search space?
For the Scroungers: Foraging strategy is determined by their Energy Level [High / Low].
Sparrow Search Optimization Steps:
1.) Initialize Sparrows population Randomly.
2.) Calculate Fitness value for each search Agent.
3.) Update Sparrow location in the search space.
4.) If New Location is better than before Update it.
5.) Return Best Position and Fitness Values.
Sparrow Search Optimization Output
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