Binary whale optimization

Author: hpep

August undefined, 2024

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 problems. For this purpose, two transfer functions (S-shaped and V-shaped) are presented to map a … WebBINARY WHALE OPTIMIZATION ALGORITHM, ITS APPLICATION FOR SOLUTION OF POWER LOSS REDUCTION AND DEMAND SIDE MANAGEMENT If you are looking for …

GitHub - docwza/woa: Python Whale Optimization Algorithm

WebBinary whale optimization. To address this feature section optimization issue for this BWOA model [50], the continuous whale position is converted into a binary form, where 1 and 0 denote the case in which the feature is selected and not selected, respectively [41]. WebOct 17, 2024 · In order to overcome this problem, two binary variants of the whale optimization algorithm (WOA) are proposed, called bWOA-S … popular tourist towns in mexico

New binary whale optimization algorithm for discrete …

WebOct 8, 2024 · BINARY WHALE OPTIMIZATION ALGORITHM, ITS APPLICATION FOR SOLUTION OF POWER LOSS REDUCTION AND DEMAND SIDE MANAGEMENT If you are looking for … 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. WebMay 10, 2024 · Whale optimization algorithm is one of the recent nature-inspired optimization technique based on the behavior of bubble-net hunting strategy. In this … shark shampoo machine

Embedded Learning Approaches in the Whale Optimizer to Solve …

BINARY WHALE OPTIMIZATION ALGORITHM-APPLICATION …

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 … WebApr 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 ... popular toy in 1998WebAug 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 … popular towns in washington state

"WebSep 27, 2024 · After cluster formation, the discrete binary whale optimization (BWOA) algorithm is used for cluster head selection with the optimization objectives of reduced energy consumption and load balancing, where the fitness function is defined based on parameters such as residual energy of UAV nodes, intra-cluster distance, inter-cluster … " - Binary whale optimization

Binary whale optimization

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 … 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 …

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WebMay 22, 2024 · The Whale Optimization Algorithm (WOA) is a new optimization technique for solving optimization problems. This algorithm includes three operators to simulate …

WebJan 1, 2024 · Binary whale optimization algorithm (BWOA) is a recently proposed metaheuristic optimization algorithm that has been efficiently applied in feature selection. WebJan 10, 2024 · Whale Optimization Algorithm for Feature Selection. Application of Whale Optimization Algorithm (WOA) in the feature selection tasks. This toolbox offers a …

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. WebEncouraged 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 ...

WebBinary Whale Optimization Algorithm (Kumar and Kumar 2024-Oct-16) is an algorithm that simulates the social behavior of humpback whales. This algorithm employs a binary …

WebThe basics of the whale optimization algorithm and its binary version are covered in Section 4 and Section 5 respectively. In Section 6, the details of the numerical experiments and comparisons are developed. Finally, conclusions and possible future lines of research are discussed in Section 7. 2. Set Covering Problem popular towns in mexicoWebJun 26, 2024 · The whale optimization algorithm (WOA) is an intelligence-based technique that simulates the hunting behaviour of humpback … popular towns in australiaWebThis article presents a metaheuristic approach, the binary whale optimization algorithm (BWOA), to solve complex, constrained, non-convex, binary-nature profit-based unit … popular town in alaskaWebAug 31, 2024 · An Improved Binary Whale Optimization Algorithm (IBWOA) is then proposed in order to achieve a better dimension reduction on the premise of ensuring accuracy for feature selection of intrusion detection. In the experimental stage, multiple data sets in the UCI database for machine learning were used for verification by comparing … popular toyota crosswordWebApr 12, 2024 · The binary version of the binary whale optimization algorithm (BWOA) algorithm is also provided based on a time-varying transfer function to solve feature selection problems (Chu and Tsai 2007). In this paper, a new time-varying V-shaped transfer function is employed to convert the continuous space to the binary space in the CSO … sharks hamptonsWebNov 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 … popular towny servers minecraftWebJan 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 … popular towns in mississippi