Internet of vehiclesComputing offloadingCloud-edge collaborationMulti-objective optimization algorithmNSGA-IIIn the context of Mobile Edge Computing (MEC) for the Internet of Vehicles (IoV), vehicles can establish communication connections with other entities to access relevant IoV services. However, ...
2022. Test and validation of the surrogate-based, multi-objective GOMORS algorithm against the NSGA-II algorithm in structural shape optimization. Algorithms. 15(2):46. doi:10.3390/a15020046. (Open in a new window)Web of Science ®(Open in a new window)Google Scholar Witkowska A, Ś...
改进NSGAII 算法 的水 库多 目标 防洪调度 算法 ( Reservoir flood control algorithm based on improved NSGAII,RFC—I— NSGAII) 。本 文算 法采用 了下 泄流量 编码 方式 ,并针 对水库 防洪 调度 问题 的特 点提 出了一 种 Inver—over 变异 算子 对NSGAII 进 行改 进 。对典 型历史 洪水 ...
研究结果表明改进NSGA-II算法对多跑道进港飞机调度多目标优化问题具有较好的应用前景。 关键词启发式交叉算子;多目标优化;NSGA-II;Pareto最优;进港飞机调度 中图分类号V355文献标志码Adoi:10.3969/j.issn.1001-0548.2014.01.011 ImprovedNondominatedSortingGeneticAlgorithmIIfor Multi-ObjectiveOptimizationofSchedulingArrival...
An Improved NSGA-II Algorithm and Its ApplicationThe NSGA-II algorithm is widely used in multi-objective optimization problems, but the traditional NSGA-II algorithm has some shortcomings such as large computational cost and poor convergence in......
“Problem description and formulation”, the problem is formally described and the MILP is established. The subsequent section presents the problem-specific properties. and “Improved NSGA-II algorithm” introduces all the components of INSGA-II. In “Experiments and results”, numerical experiments ...
It proves the feasibility of the model and the effectiveness of the improved NSGA-Ⅱ algorithm in solving the multiobjective location decision-making problem. The model can provide a valid basis for the decision-makers to a certain extent. 展开 ...
time-optimal trajectory planning manipulator NSGA-II algorithm reinforcement learning VNS algorithm摘要 To address the issues of low efficiency and lengthy running time associated with trajectory planning for 6-degree-of-freedom manipulators, this paper introduces a novel solution that generates a time-...
Improved multi-objective genetic algorithm based on NSGA-II基于NSGA-II的改进多目标遗传算法多目标优化遗传算法排挤机制交叉算子初始种群Based on the study and analysis of NSGA-II algorithm, a new initial screening mechanism was designed, coefficient generating of crossover arithmetic operator was improved ...
Nondominated Sorting Genetic Algorithm III(NSGA-III) ✏前言 前面的文章有介紹了基因演算法 (GA) 衍伸出的非凌越排序基因演算法 (NSGA-II),而本文將要介紹的 NSGA-III 是從 NSGA-II 的基礎進行改良改良而來,因此該演算法的架構與 NSGA-II 相似,NSGA-III 由 Kalyanmoy Deb 與 Himanshu Jain 於 2014...