Compound strategy based binary willow catkin optimization for feature selection

Cluster Computing, Journal Year: 2025, Volume and Issue: 28(3)

Published: Jan. 21, 2025

Language: Английский

---

Hybrid strategy collaborative enhancement of white shark optimization algorithm

The Journal of Supercomputing, Journal Year: 2025, Volume and Issue: 81(5)

Published: March 26, 2025

Language: Английский

---

A Binary Chaotic White Shark Optimizer

Mathematics, Journal Year: 2024, Volume and Issue: 12(20), P. 3171 - 3171

Published: Oct. 10, 2024

This research presents a novel hybrid approach, which combines the White Shark Optimizer (WSO) metaheuristic algorithm with chaotic maps integrated into binarization process. Inspired by predatory behavior of white sharks, WSO has shown great potential to navigate complex search spaces for optimization tasks. On other hand, are nonlinear dynamical systems that generate pseudo-random sequences, allowing better solution diversification and avoiding local optima. By hybridizing through adaptive rules, complementary strengths both approaches leveraged obtain high-quality solutions. We have solved Set Covering Problem (SCP), well-known NP-hard combinatorial challenge real-world applications in several domains, experimental results indicate LOG TENT after statistical testing. approach could practical telecommunication network optimization, transportation route planning, resource-constrained allocation.

Language: Английский

---

Feature Selection Based on Improved White Shark Optimizer

Journal of Bionic Engineering, Journal Year: 2024, Volume and Issue: unknown

Published: Sept. 26, 2024

Language: Английский

---

WS-BiTM: Integrating White Shark Optimization with Bi-LSTM for Enhanced Autism Spectrum Disorder Diagnosis

Journal of Neuroscience Methods, Journal Year: 2024, Volume and Issue: 413, P. 110319 - 110319

Published: Nov. 8, 2024

Language: Английский

---