# optimization-wolf-search-algorithm
Wolf Search Algorithm, An Optimization algorithm based on Swarm Intelligence to find global minima
In optimization search for global minima is crucial, while escaping local minima.
And a good optimization requires balance between exploration(escape from local minima) and exploitation(approach towards minima).
There is no one perfect algorithm for optimization to find global minima, so here we are taking inpiraton from billions of years of evolution, and trying to mimic from nature to derive a swarm intelligence based optimization.
## Wolf Search Algorithm
This algorithm mimics group characteristic of wolves to find and capture the prey, like ...
• Social predators, hunt in pack
• Commute as a nuclear family
• Semi-cooperative, move in group in loosely coupled formation
• When hunting, simultaneously search for prey
• Hunting individually, or in a group
• If sign of prey found, howl and call other wolf
• If sign of threats like hunter, run away to a far position
For Details Check [The Presentation](Swarm_Intelligence.pdf)
## DEMO
The demo and effectiveness of wolf search algorithm is given on Schaffer’s F6 cost function.
* Schaffer’s F6 cost function
* ![Alt text](wsa_schafferF6.png?raw=true "Schaffer's F6 Cost")
* Wolves hunting path in the Demo
* ![Alt text](wolves_path.png?raw=true "Schaffer's F6 Cost")
* Wolves final position, one of the wolf has reached global minima.
* ![Alt text](wolves_position.png?raw=true "Schaffer's F6 Cost")
没有合适的资源?快使用搜索试试~ 我知道了~
资源推荐
资源详情
资源评论
收起资源包目录
1088706.zip (23个子文件)
狼群算法
22狼群算法函数寻优求解TSP问题-视频讲解.rar 131.75MB
好例子网_WPATSP.zip 26KB
optimization-wolf-search-algorithm-master
wsaRandImproveWalk.m 380B
wsaEscape.m 200B
DschafferF6.m 411B
schafferF6.m 102B
schafferF6PlotData.mat 221KB
wsaSupportPeer.m 657B
Swarm_Intelligence.pptx 307KB
wsa_schafferF6.png 863KB
wolves_position.png 84KB
Wstart.mat 521B
README.md 1KB
wolf_search_algo.m 617B
costFunctionPlot.m 252B
wsaPlot.m 307B
Swarm_Intelligence.pdf 347KB
wsaParameters.m 765B
wolves_path.png 109KB
wsaSimulate.m 2KB
WPA算法,好例子网下载
objfunc.m 232B
WPA.m 4KB
22狼群算法函数寻优求解TSP问题-视频讲解
22狼群算法函数寻优求解TSP问题-视频讲解.avi 667.04MB
新建文件夹
共 23 条
- 1
资源评论
- 彪3642022-05-08用户下载后在一定时间内未进行评价,系统默认好评。
qq_41934573
- 粉丝: 157
- 资源: 459
下载权益
C知道特权
VIP文章
课程特权
开通VIP
上传资源 快速赚钱
- 我的内容管理 展开
- 我的资源 快来上传第一个资源
- 我的收益 登录查看自己的收益
- 我的积分 登录查看自己的积分
- 我的C币 登录后查看C币余额
- 我的收藏
- 我的下载
- 下载帮助
安全验证
文档复制为VIP权益,开通VIP直接复制
信息提交成功