Surrogate assisted optimization of decentralized wastewater facilities in severe cold regions. [PDF]
Sci RepSu Y, Gao X, Zheng Z.
europepmc +1 more source
Baselining Large Language Model Performance in Systems Engineering Using SysEngBench
Systems Engineering, EarlyView.ABSTRACT In the rapidly evolving field of artificial intelligence (AI), large language model s (LLMs) have demonstrated impressive capabilities in generating natural language. However, their proficiency in specialized domains, particularly in the field of systems engineering (SE), remains less explored and unquantified.
Ryan Bell +3 more
wiley +1 more source
Multi-Objective Optimization Design of Doherty Power Amplifier Circuits Based on Non-Dominated Sorting Genetic Algorithm-II. [PDF]
Micromachines (Basel)Qu H, Zhang X, Gao S, Yan S.
europepmc +1 more source
IEEJ Transactions on Electrical and Electronic Engineering, EarlyView.Most countries, including Japan, are focused on achieving net‐zero greenhouse gas (GHG) emissions by 2050, which requires quick action. Despite the increasing level of renewable power generation in power grids, fossil fuel power plants still have a significant role in producing GHG emissions, causing serious environmental issues.
Kadyrbek Kozhobekov +4 more
wiley +1 more source
A novelty mode decomposition method and its application in dynamic characteristic identification of bridge GNSS monitoring data. [PDF]
Sci ProgWang X, Luo L, Liu J.
europepmc +1 more source
NeuroAction: a neuroevolutionary approach to reinforcement learning for autonomous vehicles. [PDF]
Sci RepAboyeji E +3 more
europepmc +1 more source
Combining kernelised autoencoding and centroid prediction for dynamic multi‐objective optimisation
CAAI Transactions on Intelligence Technology, EarlyView.Abstract Evolutionary algorithms face significant challenges when dealing with dynamic multi‐objective optimisation because Pareto optimal solutions and/or Pareto optimal fronts change. The authors propose a unified paradigm, which combines the kernelised autoncoding evolutionary search and the centroid‐based prediction (denoted by KAEP), for solving ...
Zhanglu Hou +4 more
wiley +1 more source
Adaptive Policy Switching for Multi-Agent ASVs in Multi-Objective Aquatic Cleaning Environments. [PDF]
Sensors (Basel)Seck D +4 more
europepmc +1 more source
CAAI Transactions on Intelligence Technology, EarlyView.Abstract In a multi‐row facility layout problem (MRFLP), facilities are arranged in more than one row under the limited layout area. Considering different layout factors, various extensions of MRFLP have been modelled. However, the orientation of input/output (I/O) point in a facility, as a key factor that plays a direct impact on flow cost, is seldom ...
Yinan Guo +5 more
wiley +1 more source
Development and multi-objective optimization of an automatic filtration system with pressure-based preventive control for efficient irrigation water management. [PDF]
Sci RepRazkeh NA, Mohebbi A, Mardani A.
europepmc +1 more source