A5027133964- Neural Networks and Applications
- Evolutionary Algorithms and Applications
- Reinforcement Learning in Robotics
- Advanced Memory and Neural Computing
- Metaheuristic Optimization Algorithms Research
- Smart Agriculture and AI
- Vehicle Routing Optimization Methods
- Water Quality Monitoring Technologies
- Artificial Immune Systems Applications
- Advanced Neural Network Applications
University of Chinese Academy of Sciences
2024
Dalian Maritime University
2023
You Only Look Once (YOLO), as a state-of-the-art computer vision model, is able to realize real-time white shrimp biomass assessment in recirculating aquaculture system if it could be optimized for the computation-limiting environment. In this paper, we propose NeuroEvolution method automatically generate lightweight YOLO detection. Our begins with initialization of population minimal YOLOs from unique two-level search space, which restricts overall structure and assigns available building...
Neuroevolution has greatly promoted Deep Neural Network (DNN) architecture design and its applications, while there is a lack of methods available across different DNN types concerning both their scale performance. In this study, we propose self-adaptive neuroevolution (SANE) approach to automatically construct various lightweight architectures for tasks. One the key settings in SANE search space defined by cells organs self-adapted types. Based on space, constructive evolution strategy with...