Asset Details
MbrlCatalogueTitleDetail
Do you wish to reserve the book?
A New Chaotic Whale Optimization Algorithm for Features Selection
by
Hassanien, Aboul Ella
, Darwish, Ashraf
, Gehad Ismail Sayed
in
Accuracy
/ Algorithms
/ Chaos theory
/ Classification
/ Convergence
/ Datasets
/ Entrapment
/ Evolutionary algorithms
/ Experiments
/ Feature selection
/ Genetic algorithms
/ Mutation
/ Operators
/ Optimization
/ Optimization algorithms
/ Performance enhancement
/ Whales & whaling
2018
Hey, we have placed the reservation for you!
By the way, why not check out events that you can attend while you pick your title.
You are currently in the queue to collect this book. You will be notified once it is your turn to collect the book.
Oops! Something went wrong.
Looks like we were not able to place the reservation. Kindly try again later.
Are you sure you want to remove the book from the shelf?
A New Chaotic Whale Optimization Algorithm for Features Selection
by
Hassanien, Aboul Ella
, Darwish, Ashraf
, Gehad Ismail Sayed
in
Accuracy
/ Algorithms
/ Chaos theory
/ Classification
/ Convergence
/ Datasets
/ Entrapment
/ Evolutionary algorithms
/ Experiments
/ Feature selection
/ Genetic algorithms
/ Mutation
/ Operators
/ Optimization
/ Optimization algorithms
/ Performance enhancement
/ Whales & whaling
2018
Oops! Something went wrong.
While trying to remove the title from your shelf something went wrong :( Kindly try again later!
Do you wish to request the book?
A New Chaotic Whale Optimization Algorithm for Features Selection
by
Hassanien, Aboul Ella
, Darwish, Ashraf
, Gehad Ismail Sayed
in
Accuracy
/ Algorithms
/ Chaos theory
/ Classification
/ Convergence
/ Datasets
/ Entrapment
/ Evolutionary algorithms
/ Experiments
/ Feature selection
/ Genetic algorithms
/ Mutation
/ Operators
/ Optimization
/ Optimization algorithms
/ Performance enhancement
/ Whales & whaling
2018
Please be aware that the book you have requested cannot be checked out. If you would like to checkout this book, you can reserve another copy
We have requested the book for you!
Your request is successful and it will be processed during the Library working hours. Please check the status of your request in My Requests.
Oops! Something went wrong.
Looks like we were not able to place your request. Kindly try again later.
A New Chaotic Whale Optimization Algorithm for Features Selection
Journal Article
A New Chaotic Whale Optimization Algorithm for Features Selection
2018
Request Book From Autostore
and Choose the Collection Method
Overview
The whale optimization algorithm (WOA) is a novel evolutionary algorithm inspired by the behavior of whales. Similar to other evolutionary algorithms, entrapment in local optima and slow convergence speed are two probable problems it encounters in solving challenging real applications. This paper presents a novel chaotic whale optimization algorithm (CWOA) to overcome these problems where chaotic search is embedded in the searching iterations of WOA. Ten chaotic maps are considered to improve the performance of WOA. Experiments on ten benchmark datasets show the novel CWOA is effective for selecting relevant features with a high classification performance and a small number of features. Additionally the performance of CWOA is compared with WOA and ten other optimization algorithms. The experimental results show that circle chaotic map is the best chaotic map to significantly boost the performance of WOA. Moreover, chaotic with modifications of exploration operators outperform the highest performance.
Publisher
Springer Nature B.V
This website uses cookies to ensure you get the best experience on our website.