WEIGHTED GREY WOLF OPTIMIZER WITH IMPROVED CONVERGENCE RATE IN TRAINING MULTI-LAYER PERCEPTRON TO SOLVE CLASSIFICATION PROBLEMS

(Received: 18-May-2021, Revised: 2-Aug.-2021 , Accepted: 12-Aug.-2021)

Alok Kumar,Lekhraj,Anoj Kumar

#Meta-heuristic algorithms #Evolutionary algorithms #Nature-inspired algorithms #Swarm-based algorithms #Grey wolf optimizer #Neural network #Multi-layer perceptron

Abstract

INTRODUCING A NEW ROUTING ALGORITHM FOR WIRELESS NETWORKS ON CHIP USING REINFORCEMENT LEARNING

(Received: 16-Apr.-2021, Revised: 13-Jun.-2021 , Accepted: 3-Jul.-2021)

Zohreh Harati,Esmaeel Tahanian,Alireza Tajary,Mansoor Fateh

#Wireless network on chip (WNoC) #Q-learning algorithm #Reinforcement learning (RL) #Routing algorithm #Deadlock

Abstract

(Received: 9-Mar.-2021, Revised: 24-Apr.-2021 , Accepted: 5-May-2021)

Raed Alazaidah,Mohammed Amin Almaiah,Mo'ath Al-Luwaici

#Prediction #Machine learning #Multi-label classification #Associative classification #Learning strategies

Abstract

(Received: 26-Oct.-2020, Revised: 15-Dec.-2020 and 17-Jan.-2021 , Accepted: 2-Feb.-2021)

Suhaila Farhan Ahmad Abuowaida,Huah Yong Chan,Nawaf Farhan Funkur Alshdaifat,Laith Abualigah

#Deep learning #Multi-object detection #Recognition #Instance segmentation #Average position RoI layer

Abstract