Evolving the Whale Optimization Algorithm: The Development and Analysis of MISWOA

Evolving the Whale Optimization Algorithm: The Development and Analysis of MISWOA

This paper introduces an enhanced Whale Optimization Algorithm, named the Multi-Swarm Improved Spiral Whale Optimization Algorithm (MISWOA), designed to address the shortcomings of the traditional Whale Optimization Algorithm (WOA) in terms of global search capability and convergence velocity. The M...

Full description

Saved in:

Bibliographic Details
Main Authors:	Chunfang Li, Yuqi Yao, Mingyi Jiang, Xinming Zhang, Linsen Song, Yiwen Zhang, Baoyan Zhao, Jingru Liu, Zhenglei Yu, Xinyang Du, Shouxin Ruan
Format:	Article
Language:	English
Published:	MDPI AG 2024-10-01
Series:	Biomimetics
Subjects:	Whale Optimization Algorithm Multi-Swarm Optimization adaptive spiral indentation strategy global search capability optimization algorithm robustness
Online Access:	https://www.mdpi.com/2313-7673/9/10/639
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Enhancing Multi-Objective Optimization: A Decomposition-Based Approach Using the Whale Optimization Algorithm
by: Jorge Ramos-Frutos, et al.
Published: (2025-02-01)

An Advanced Whale Optimization Algorithm for Grayscale Image Enhancement
by: Yibo Han, et al.
Published: (2024-12-01)

Recent advances in multi-objective whale optimization algorithm, its versions and applications
by: Sharif Naser Makhadmeh, et al.
Published: (2025-08-01)

Hybridization of Galactic Swarm and Evolution Whale Optimization for Global Search Problem
by: Binh Minh Nguyen, et al.
Published: (2020-01-01)

Optimization design of magnetorheological damper based on multi-objective whale algorithm
by: Yuliang Zhao, et al.
Published: (2025-05-01)

Cable Force Optimization in Cable-Stayed Bridges Using Gaussian Process Regression and an Enhanced Whale Optimization Algorithm
by: Bing Tu, et al.
Published: (2025-07-01)

Penyelesaian Container Stowage Problem untuk Kontainer Ukuran 20 Feet menggunakan Whale Optimization Algorithm
by: Quinn Nathania PJY, et al.
Published: (2021-10-01)

Comparative study of whale optimization algorithm and flower pollination algorithm to solve workers assignment problem
by: Huthaifa Al-Khazraji
Published: (2022-01-01)

Application of Improved Whale Algorithm to Optimize Dephosphorization Process Parameters in Converter Steelmaking
by: Congrui Wu, et al.
Published: (2025-04-01)

Enhancing curve smoothness with whale optimization algorithm in positivity and monotonicity-preserving interpolation
by: Salwa Syazwani Mahzir, et al.
Published: (2025-03-01)

Interline Power Flow Controller Allocation for Active Power Losses Enhancement Using Whale Optimization Algorithm
by: Ahmed M. Alshannaq, et al.
Published: (2024-12-01)

Predicting the Recurrence of Differentiated Thyroid Cancer Using Whale Optimization-Based XGBoost Algorithm
by: Keshika Shrestha, et al.
Published: (2025-07-01)

An Improved Whale Optimization Algorithm via Angle Penalized Distance for Automatic Train Operation
by: Longda Wang, et al.
Published: (2025-06-01)

An Operation Optimization Strategy of the Combined Power Generation System with Wind Power & Pumped Storage Based on Improved Whale Algorithm
by: LI Kecheng, et al.
Published: (2022-12-01)

A Hybrid Whale Optimization Approach for Fast-Convergence Global Optimization
by: Athanasios Koulianos, et al.
Published: (2025-06-01)

Multi-Timescale Nested Hydropower Station Optimization Scheduling Based on the Migrating Particle Whale Optimization Algorithm
by: Mi Zhang, et al.
Published: (2025-04-01)

Design of a Novel Fractional Whale Optimization-Enhanced Support Vector Regression (FWOA-SVR) Model for Accurate Solar Energy Forecasting
by: Abdul Wadood, et al.
Published: (2025-01-01)

Optimizing performance of WPCN based on whale optimization algorithm
by: Lina Yuan, et al.
Published: (2025-05-01)

Multipopulation Whale Optimization-Based Feature Selection Algorithm and Its Application in Human Fall Detection Using Inertial Measurement Unit Sensors
by: Haolin Cao, et al.
Published: (2024-12-01)

Inversion of Bubble Size Distribution Based on Whale Optimization Algorithm
by: Zhenzhong Lu, et al.
Published: (2024-01-01)

A hybrid deep learning and differential evolution approach for accurate fake news detection
by: Shailendra Pratap Singh, et al.
Published: (2025-12-01)

Research on Interference Resource Optimization Based on Improved Whale Optimization Algorithm
by: Xuyi Chen, et al.
Published: (2025-01-01)

An Author Gender Detection Method Using Whale Optimization Algorithm and Artificial Neural Network
by: Fatemeh Safara, et al.
Published: (2020-01-01)

AMBWO: An Augmented Multi-Strategy Beluga Whale Optimization for Numerical Optimization Problems
by: Guoping You, et al.
Published: (2024-11-01)

Design of efficient generalized digital fractional order differentiators using an improved whale optimization algorithm
by: Mohammed Ali Mohammed Moqbel, et al.
Published: (2025-07-01)

Multi-Strategy Improved Whale Optimization Algorithm and Its Engineering Applications
by: Yu Zhou, et al.
Published: (2025-01-01)

PERFORMANCE ANALYSIS OF TASK SCHEDULING USING HYBRID GENETIC MODIFIED WHALE OPTIMIZATION ALGORITHM IN CLOUD COMPUTING
by: S. Kavitha, et al.
Published: (2024-08-01)

Parameter Tuning of A Binary Pareto Whale Optimization Algorithm Using Taguchi Grey Relational Analysis
by: Haleel Aseel Jameel, et al.
Published: (2025-03-01)

Network reconfiguration and optimal distributed generations allocation with whale optimizer algorithm
by: Ahmadreza Abdollahi Chirani
Published: (2025-03-01)

Power System State Estimation through Optimal PMU Placement and Neural Network using Whale Algorithm
by: SeyedHamed MirMohammadAli Roudaki, et al.
Published: (2023-12-01)

Rainfall Forecasting Using a BiLSTM Model Optimized by an Improved Whale Migration Algorithm and Variational Mode Decomposition
by: Yueqiao Yang, et al.
Published: (2025-08-01)

Vibration control in buildings under seismic excitation using optimized tuned mass dampers
by: Francisco da Silva Brandão, et al.
Published: (2020-09-01)

Optimization Design of Low Drag Torque Parameters of High-speed Wet Clutches
by: Wang Yuxi, et al.
Published: (2024-03-01)

An Evolutionary Learning Whale Optimization Algorithm for Disassembly and Assembly Hybrid Line Balancing Problems
by: Xinshuo Cui, et al.
Published: (2025-01-01)

Energy Management Design of Dual-Motor System for Electric Vehicles Using Whale Optimization Algorithm
by: Chien-Hsun Wu, et al.
Published: (2025-07-01)

Automated Generation of Hybrid Metaheuristics Using Learning-to-Rank
by: Xinru Xue, et al.
Published: (2025-05-01)

Optimization of Analog Circuit Parameters Using Bidirectional Long Short-Term Memory Coupled with an Enhanced Whale Optimization Algorithm
by: Hengfei Yang, et al.
Published: (2024-12-01)

Parameter Optimization of MALDI-TOF MS Based on Improved Whale Optimization Algorithm
by: Yu-peng ZHANG, et al.
Published: (2025-05-01)

Multi-objective Path Planning for AUVs Based on Improved Whale Optimization Algorithms and Fluid Disturbance Algorithms
by: Yuhong MA, et al.
Published: (2025-06-01)

Research on Early Diagnosis Methods for Broiler Chicken Diseases Based on Swarm Intelligence Optimization Algorithms and Random Forest
by: X Peng, et al.
Published: (2025-06-01)