Automated legal consulting in construction procurement using metaheuristically optimized large language models

CY Liu, JS Chou - Automation in Construction, 2025 - Elsevier
This paper introduces a hybrid optimization algorithm, Pilgrimage Walk Optimization-
Differential Evolution (PWO-DE), inspired by Taiwan's cultural traditions, to fine-tune large …

Daily streamflow interval predictions up to 30 days ahead based on multi-timescale nested strategy and multi-objective walrus optimizer

Q Zhu, P Chang, T Zhu, J Shi, A Saeed, C Li - Journal of Hydrology, 2025 - Elsevier
Accurate streamflow prediction with sufficient lead-time is important for water resources
planning and management, and optimal scheduling of reservoirs and power stations. This …

[HTML][HTML] An improved binary walrus optimizer with golden sine disturbance and population regeneration mechanism to solve feature selection problems

Y Geng, Y Li, C Deng - Biomimetics, 2024 - mdpi.com
Feature selection (FS) is a significant dimensionality reduction technique in machine
learning and data mining that is adept at managing high-dimensional data efficiently and …

[HTML][HTML] Growth Optimizer Algorithm for Economic Load Dispatch Problem: Analysis and Evaluation

AE Shaban, AAK Ismaeel, A Farhan, M Said… - Processes, 2024 - mdpi.com
The Growth Optimizer algorithm (GO) is a novel metaheuristic that draws inspiration from
people's learning and introspection processes as they progress through society. Economic …

Research on Economic Load Dispatch Problem of Microgrid Based on an Improved Pelican Optimization Algorithm

Y Zhang, H Li - Biomimetics, 2024 - mdpi.com
This paper presents an improved pelican optimization algorithm (IPOA) to solve the
economic load dispatch problem. The vertical crossover operator in the crisscross …

Enhancing Natural Language Processing Using Walrus Optimizer With Self-Attention Deep Learning Model In Applied Linguistics

AQA Hassan, A Alshammari, B Zaqaibeh… - FRACTALS …, 2024 - ideas.repec.org
Sentiment analysis (SA) is the popular natural language processing (NLP) problem utilized
for analyzing texts, including uploaded reviews and user posts on e-commerce portals …

[PDF][PDF] Application of Walrus Optimizer for Power Quality Improvement in Radial Distribution System

A Lakum, H Karkar, S Kaila, S Patel - ijeer.forexjournal.co.in
░ ABSTRACT-To increase power quality (PQ) in radial distribution systems (RDS) by
utilizing active power filters (APFs), this research discusses the application of walrus …