IEEE

Leveraging Transfer Learning in Deep Reinforcement Learning for Solving Combinatorial Optimization Problems Under Uncertainty

Abstract: In recent years, addressing the inherent uncertainties within Combinatorial Optimization Problems (COPs) reveals the limitations of traditional optimization methods. Although these methods ...
IEEE

Energy-Efficient Routing Optimization for IoT-Based Multilevel Heterogeneous Wireless Sensor Networks using Firefly Algorithm and Hybrid Clustering

Abstract: Based on the Internet of Things (IoT) the heterogeneous wireless sensor networks (HWSN) have gained popularity and are crucial for developing a variety of human-centered applications. The ...