Evolutionary Dynamic Multiobjective Optimisation Assisted by Inverse Regression Tree Predictor
ABSTRACT Dynamic multiobjective optimisation problems (DMOPs) are optimisation problems with multiple conflicting objectives that can change over time. Most dynamic multiobjective optimisation evolutionary algorithms (DMOEAs) attempt to estimate Pareto‐optimal sets (PS) directly in the decision space.
Kai Gao, Lihong Xu
wiley +1 more source
Optimized scheduling of integrated energy systems: a multi-dimensional electricity, hydrogen, ammonia, heat synergy approach using the LSDBO-WOA algorithm. [PDF]
Tu N, Yang J, Yan X, Fan Z.
europepmc +1 more source
A prescription-free, radiobiology-based framework for automated VMAT planning: A feasibility study in primary prostate cancer radiotherapy. [PDF]
Kuhn D +5 more
europepmc +1 more source
Neural Network Repair With Shapley‐Guided Search
ABSTRACT The deployment of deep neural networks (DNNs) in safety‐critical domains is critically hampered by their vulnerability to defects, which can arise from malicious attacks or low‐quality data. Therefore, precisely locating the network components responsible for these defects, and subsequently repairing them without compromising overall model ...
Xiaofu Du +4 more
wiley +1 more source
An improved multi-objective animated oat optimization algorithm for resource-constrained construction project organization design. [PDF]
Xue Q +5 more
europepmc +1 more source
Bi‐level capacity planning for park IES considering energy supply reliability
Abstract Carbon emissions and energy consumption of urban buildings represent a notable fraction of global energy utilization. In pursuit of the “carbon peaking and carbon neutrality” goals, urban park building integrated energy system (IES) energy saving technology is regarded as a key technology to achieve sustainable urban development.
Chenxi Wu +5 more
wiley +1 more source
Multi-Objective Task Scheduling for Vehicle-UAV Synchronous Cooperative Distribution Network Inspection. [PDF]
Liu X +5 more
europepmc +1 more source
Multi-objective macro-geometry optimization of a compound planetary geartrain for an electric tractor powertrain using NSGA-II. [PDF]
Baek SM +4 more
europepmc +1 more source
Pareto Optimal Weight Learning and Gradient Anisotropic Supervoxel Segmentation for Thermo-Geometric Point Clouds. [PDF]
Xutong T, Yin C, Huang X, Peng X, Liu J.
europepmc +1 more source
Decomposition-based interval multi-objective evolutionary algorithm for patrol robot path planning in chemical plants. [PDF]
Zhang E, Xu G, Yi Y, Wang W, Zong G.
europepmc +1 more source

