Binary whale optimization

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August undefined, 2024

WebIn this paper, a new wrapper feature selection binary formula is intended based upon the Sine Cosine Algorithm (SCA) and a modified Whale Optimization Algorithm (MWOA). This algorithm (Binary SC-MWOA) was associated with obtaining unassociated characteristics and selecting the optimum features. WebThis article presents a metaheuristic approach, the binary whale optimization algorithm (BWOA), to solve complex, constrained, non-convex, binary-nature profit-based unit …

A binary Sine Cosine-Modified Whale Optimization Algorithm …

WebApr 10, 2024 · From the results obtained, the U-shaped transfer function was able to improve the BPSO’s performance greatly. Nadimi-Shahraki et al. [27] proposed an improved whale optimization algorithm called E-WOA. The study was applied to solve continuous optimization problems with robust search mechanisms and pooling strategies. WebNov 28, 2024 · The BWOA designs two mechanisms to imitate the bubble net behavior of humpback whales. The first mechanism is to achieve the contraction and surround … how to reset your samsung smart tv

(PDF) New binary whale optimization algorithm for

WebOct 8, 2024 · BINARY WHALE OPTIMIZATION ALGORITHM, ITS APPLICATION FOR SOLUTION OF POWER LOSS REDUCTION AND DEMAND SIDE MANAGEMENT If you are looking for … WebJan 1, 2024 · Binary whale optimization algorithm (BWOA) is a recently proposed metaheuristic optimization algorithm that has been efficiently applied in feature selection. WebJan 8, 2024 · “A binary whale optimization algorithm with hyperbolic tangent fitness function for feature selection.” 2024 Eighth International Conference on Intelligent Computing and Information Systems (ICICIS). IEEE, 2024. 5. Hussien Abdelazim G., et al. “S-shaped binary whale optimization algorithm for feature selection.” Recent trends in … north course sun city az

Whale Optimization Algorithm for Feature Selection

A self-adaptive binary cat swarm optimization using new time

WebSep 27, 2024 · Since the whale optimization algorithm has the advantages of simple operation, few parameters to adjust, and a strong ability to jump out of the local optimum, … WebNov 24, 2024 · The binary whale optimization algorithm with the S-shaped (BWOA-S) variant of BWOA is used to search over the adaptive feature space to select the best features. The features with a value of 1 are considered appropriate, while those with a value of 0 are deemed inappropriate. Using this algorithm, the higher accuracy with a smaller … north county window tinting vista caWebThis article presents a metaheuristic approach, the binary whale optimization algorithm (BWOA), to solve complex, constrained, non-convex, binary-nature profit-based unit commitment (PBUC) optimization problems of a price-taking generation company (GenCo) in the electricity market. To simulate the binary-nature PBUC problem, the continuous ... north county yamaha san marcos

"WebDec 26, 2024 · The results show that BGWOPSO significantly outperformed the binary GWO (BGWO), the binary PSO, the binary genetic algorithm, and the whale optimization algorithm with simulated annealing when using several performance measures including accuracy, selecting the best optimal features, and the computational time. " - Binary whale optimization

Binary whale optimization

WebAbstract: To overcome the curse of dimensionality problem, a binary variant of the whale optimization algorithm (bWOA) with V-shaped is proposed. A hyperbolic tangent function is employed as a fitness function for mapping the continuous values to binary ones. Feature selection (FS) has attracted much attention in recent years and played a critical role in … WebNov 23, 2024 · Binary Whale Optimization Algorithm \insertCiteKumar2024FSinR is an algorithm that simulates the social behavior of humpback whales. This algorithm employs a binary version of the bubble-net hunting strategy. The algorithm starts with an initial population of individuals, and in each iteration updates the individuals according to …

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WebApr 26, 2024 · Python implementation of the Whale Optimization Algorithm. Description. Python implementation of the Whale Optimization Algorithm. Additional information can be found at the algorithm's webpage. Installation Dependancies. Python 3.6; SciPy 2.2.4; Running the code. python run.py will run the WOA with default arguments. WebNov 8, 2024 · An Improved Binary Whale Optimization Algorithm for Feature Selection of Network Intrusion Detection. Abstract: As for network intrusion detection, the time and …

WebThe whale optimization algorithm (WOA) is an intelligence-based technique that simulates the hunting behaviour of humpback whales in nature. In this article, an adaptation of the original version of the WOA is made for handling binary optimization … WebAug 4, 2024 · 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 …

WebOct 16, 2024 · Whale optimization algorithm is a novel metaheuristic algorithm that imitates the social behavior of humpback whales. In this algorithm, the bubble-net hunting … WebThe whale optimization algorithm (WOA) is a prominent problem solver which is broadly applied to solve NP-hard problems such as feature selection. However, it and most of its variants suffer from low population diversity and poor search strategy. Introducing efficient strategies is highly demanded to mitigate these core drawbacks of WOA ...

WebJan 10, 2024 · Whale Optimization Algorithm for Feature Selection. Application of Whale Optimization Algorithm (WOA) in the feature selection tasks. This toolbox offers a …

WebA binary whale optimization algorithm with hyperbolic tangent fitness function for feature selection Abstract: To overcome the curse of dimensionality problem, a binary variant of … north county yamaha san marcos caWebOct 17, 2024 · In order to overcome this problem, two binary variants of the whale optimization algorithm (WOA) are proposed, called bWOA-S … northcourt avenue readingWebSep 1, 2024 · The whale optimization algorithm (WOA) is a prominent problem solver which is broadly applied to solve NP-hard problems such as feature selection. However, it and most of its variants suffer from low population diversity and poor search strategy. Introducing efficient strategies is highly demanded to mitigate these core drawbacks of … how to reset your school passwordWebOct 17, 2024 · Binary Whale Optimization Algorithm for Dimensionality Reduction. Feature selection (FS) was regarded as a global combinatorial optimization problem. FS is used to simplify and enhance the quality of high-dimensional datasets by selecting prominent features and removing irrelevant and redundant data to provide good classification results. how to reset your quest 2WebEncouraged by the prodigious performance of the nature-inspired algorithm, the binary whale optimization approach has been eventuated to get to grips with the VMA issue with the focus on minimizing the resource waste and volume of servers working actively. The deliberate approach's accomplishment is assessed against the literature's well-known ... how to reset your samsung account passwordWebApr 11, 2024 · The performance of RF is improved further using a dimensionality reduction method called binary whale optimization algorithm (BWOA) to eliminate the irrelevant/redundant features. Finally, the ... north courseWebAug 1, 2024 · Constraints (6) and (7) declare binary variables. 3. Whale Optimization Algorithm. The whale optimization algorithm (WOA) is inspired by the foraging behavior of humpback whales . The whales hunt the prey by swimming around them in a spiral way, emitting bubbles in a circle shape. In the WOA, there are two searching phases for … northcourt