The design and optimization of the analyzed systems have been performed by using a multi objective genetic algorithm with constraints, coupled to the process simulator Aspen Plus. Due to the characteristics of the search space, conventional derivativebased optimization methodologies may present considerable...
"Multi-objective genetic algorithms: A way to improve the convergence rate". Engineering Applica- tions of Artificial Intelligence, 19(5), Aug., pp. 501- 510.O. B. Augusto, S. Rabeau, Ph. Depince, and F. Bennis, "Multi-objective genetic algorithms: A way to improve the convergence ...
Neural network (NN) has been tentatively combined into multi-objective genetic algorithms (MOGAs) to solve the optimization problems in physics. However, the computationally complex physical evaluations and limited computing resources always cause the unsatisfied size of training set, which further results...
Multi-objective genetic algorithm for task assignment on heterogeneous nodes - Notario, Baert, et al. () Citation Context ...blems such as scheduling and the traveling salesman problem. Many works have used this technique to solve coalition formation (or task assignment or resource allocation) ...
In this paper, we suggest a nondominated sorting-based multiobjective EA (MOEA), called nondominated sorting genetic algorithm II (NSGA-II), which alleviates all the above three difficulties. Specifically, a fast nondominated sorting approach with O(MN2) computational complexity is presented. Also...
论文:A Multiobjective Genetic Algorithm to Find Communities in Complex Networks GitHub: IEEE 2012的论文。 中文翻译参考:https://wenku.baidu.com/view/ca76d69033687e21ae45a915.html# 上计算智能课的英文汇报,周二晚上汇报的,这学期接下来的课就可以不用汇报了,舒服。
The spread measure of the Pareto front was: 0.169494 References [1] Kalyanmoy Deb, "Multi-Objective Optimization using Evolutionary Algorithms", John Wiley & Sons ISBN 047187339. See Also Topics Genetic Algorithm Options Hybrid Scheme in the Genetic Algorithm ...
多目标遗传算法求解复杂网络中的社区《A Multiobjective Genetic Algorithm to Find Communities in Complex Networks》(遗传算法、多目标优化算法、帕累托最优), 首先是论文链接:https://ieeexplore.ieee.org/document/6045331中文翻译参考:https://wenku.baidu.com/vi
fast elitist multiobjective genetic algorithm之nsga一种快速精英多目标遗传算法ii.pdf,A FAS ITIST MULTIOBJECTIVE G IC ALGORITHM: NSGA-II ARAVIND SESHADRI 1. Multi-Objective Optimization Using NSGA-II NSGA ( [5]) is a popular non-domination based g ic algor
Multi-objective Genetic Algorithm for Real-World Mobile Robot Scheduling Problem Quang-Vinh Dang, Izabela Nielsen, and Kenn Steger-Jensen Department of Mechanical and Manufacturing Engineering, Aalborg University, Fibigerstræde 16, 9220 Aalborg, Denmark {vinhise,izabela,kenn}@m-tech.aau.dk ...