Equitable and Fair Performance Evaluation of Whale Optimization Algorithm

no code implementations • 4 Sep 2023 • Bryar A. Hassan, Tarik A. Rashid, Aram Ahmed, Shko M. Qader, Jaffer Majidpour, Mohmad Hussein Abdalla, Noor Tayfor, Hozan K. Hamarashid, Haval Sidqi, Kaniaw A. Noori

It is essential that all algorithms are exhaustively, somewhat, and intelligently evaluated.

Balancing exploration and exploitation phases in whale optimization algorithm: an insightful and empirical analysis

no code implementations • 3 Sep 2023 • Aram M. Ahmed, Tarik A. Rashid, Bryar A. Hassan, Jaffer Majidpour, Kaniaw A. Noori, Chnoor Maheadeen Rahman, Mohmad Hussein Abdalla, Shko M. Qader, Noor Tayfor, Naufel B Mohammed

Obtaining robust results in any algorithm is strongly dependent on how to balance between these two modes.

An Improved Deep Convolutional Neural Network by Using Hybrid Optimization Algorithms to Detect and Classify Brain Tumor Using Augmented MRI Images

1 code implementation • 8 Jun 2022 • Shko M. Qader, Bryar A. Hassan, Tarik A. Rashid

In this paper, an improvement in deep convolutional learning is ensured by adopting enhanced optimization algorithms, Thus, Deep Convolutional Neural Network (DCNN) based on improved Harris Hawks Optimization (HHO), called G-HHO has been considered.

Medical Diagnosis