An efficient multi-objective parrot optimizer for global and engineering optimization problems

MR Saad, MM Emam, EH Houssein - Scientific Reports, 2025 - nature.com
Abstract The Parrot Optimizer (PO) has recently emerged as a powerful algorithm for single-
objective optimization, known for its strong global search capabilities. This study extends PO …

Forward-Escape Algorithm: A New Metaheuristic and Its Utilization to Handle Optimization Problem in Crab Precision Farming.

M Akbar, PD Kusuma, SA Putra… - … Journal of Intelligent …, 2025 - search.ebscohost.com
There are a lot of optimization studies in the precision farming system including the farming
process and the logistics process in the back front and the harvesting management in the …

Narrowing Step Optimization and Its Implementation to Solve Multi-objective Economic Dispatch Problem with Various Demands and Weights.

PD Kusuma - … Journal of Intelligent Engineering & Systems, 2024 - search.ebscohost.com
Optimization problems can be found in many studies, especially in engineering sectors.
Some of them are single-objective problems while others are multi-objective ones …

Attention-Boundary Algorithm: A New Metaheuristic and Its Application in Handling Engineering Design Problem.

PD Kusuma - … Journal of Intelligent Engineering & Systems, 2024 - search.ebscohost.com
This work introduces a new metaheuristic called attention-boundary algorithm (ABA). It offers
a new approach in exploiting the boundaries of the space. The boundaries have 50 percent …

Whale Optimization Algorithm with Machine Learning for Microwave Imaging

CC Chiu, CL Li, PH Chen, C Hung-Ming, H Jiang - Electronics, 2024 - search.proquest.com
This paper introduces a novel approach for reconstructing microwave imaging by combining
the Whale Optimization Algorithm (WOA) with deep learning techniques. In it …

Hippopotamus Optimization Algorithm with Long Short-Term Memory for Music Genre Classification.

G Indiravathi, D Rajesh - International Journal of Intelligent …, 2025 - search.ebscohost.com
Music genre is a traditional method of categorizing music, playing a crucial role in music
information retrieval. Music genre classification encompasses various types like Disco, Pop …

Di-Strategy Based Beluga Whale Optimization Algorithm for Feature Selection in Cloud Network Traffic Prediction.

M Kariyappa, HS Annapurna - International Journal of …, 2025 - search.ebscohost.com
Through the rapid advancement of network technology, Network Intrusion Detection
Systems (IDS) have become a vital constituent of network security. However, many existing …