Grey Wolf Essay

572 Words2 Pages

In this section, the algorithms and techniques used in the design of the proposed approach will be introduced. 2.1. Grey Wolf Optimizer Grey wolf optimizer (GWO) is an optimization algorithm simulating the hunting and leadership mechanism of gray wolves and it is introduced by Mirjalili et al.21. An overview about this algorithm is given below. Main concepts and inspiration . Grey wolves are considered as apex preda- tors, which they are at the top of the food chain. Grey wolves prefer to live in a group (pack), each group contains 5-12 members on average. All the members in the group have a very strict social dominant hierarchy. The social hierarchy consists of four levels as follow.  The rst level is called Alpha ( ) The alpha wolves are the leaders of the pack …show more content…

The alpha wolf is considered the dominant wolf in the pack and all his/her orders should be followed by the pack members.  The second level is called Beta ( ) The betas are subordinate wolves, which help the alpha in decision making. The beta wolf can e either male or female and it consider the best candidate to be the alpha when the alpha passes away or becomes very old. The beta reinforce the alpha's commands throughout the pack and gives the feedback to alpha.  The third level is called Delta () The delta wolves are not alpha or beta wolves and they are called subordinates. Delta wolves have to submit to the alpha and beta but they dominate the omega (the lowest level in wolves social hierarchy). There are di erent categories of delta as follows Scouts. The scout wolves are responsible for watching the bound- aries of the territory and warning the pack in case of any danger. Sentinels The sentinel wolves are responsible for protecting the pack. Elders The elder wolves are the experienced wolves who used to be alpha or beta. Hunters The hunters wolves are responsible for helping the alpha and beta wolves in hunting and providing food for the

More about Grey Wolf Essay

Open Document