multi-Agent genetic algorithmTraveling Salesman Problem (TSP) 智能体遗传算法多智能体遗传算法旅行商问题多智能体遗传算法是基于智能体对环境感知与反作用的能力提出的一种新的函数优化方法,具有很快的收敛速度,尤其是在优化超高维函数时更显示出了它的优越性.针对这一特点对该算法进行了适当的改进,在邻域正交交叉...
Multi—Agent,InteractiveGeneticAlgorithm,UserFatigue,FashionDesign 1 引 言 遗传算法(GeneticAlgorithm,GA)是求解数 值(组合)优化问题的重要方法,在许多领域得到广 泛应用.GA的一个重要特征是适应值函数是可自 动计算的,然而有时事物的优劣却无法用一个具体 ...
With the emerging of ChatGPT, the multiple model predictive control in the edge-cloud computing become considerably important. Correspondingly, the research landscape has recently been enriched by an increased focus on multi-agent systems (MAS). This burgeoning interest is especially pronounced in agent...
coevolutlonarymulti-agentgeneticalgorithm - 一 一 一 PENGZhi.hong(彭志红)一,WUJin_ping(吴金平)一,CHENJie(陈杰),。 1.SchoolofAutomation,BeijingInstituteofTechnology,Beijing100081,China; 2.KeyLaboratoryofComplexSystemIntelligentControlandDecisionofMinistryofEducation, BeijingInstituteofTechnology,Beijing100081,...
Since the neighbors changed dynamically, and the number of neighbors that an agent need to compete or Jing Liu, Senior Member, IEEE, Yaxiong Chi and Chen Zhu A Dynamic Multi-agent Genetic Algorithm for Gene Regulatory Network Reconstruction based on Fuzzy Cognitive Maps ...
Multi-agent genetic algorithm (MAGA) is a good algorithm for global numerical optimization. It exploited the known characteristics of some benchmark functions to achieve outstanding results. But for some novel composition functions, the performance of the MAGA significantly deteriorates when the relative...
Zhong W, Liu J, Xue M, Jiao L. A multiagent genetic algorithm for global numerical optimization. IEEE Trans. on Systems, Man,and Cybernetics B, 2004,34(2):1128-1141. [doi: 10.1109/TSMCB.2003.821456]. Google Scholar [15] Xu XL, Ying SY, Wang WL A fuzzy flexible job-shop scheduling...
The paper proposed an interactive multi-agent genetic algorithm for the travel itinerary planning problem,which combined the multi-agent technology with the interactive genetic algorithm.The algorithm made agents fixed on a lattice evolve and compete in order to search the satisfactory itinerary.In every...
Experiments are conducted on Amazon mechanical turk (AMT) to identify the behaviors of online workers, forming a multi-agent system (MAS) as a testbed for evaluating and optimizing task design using an enhanced genetic algorithm. We also show how the MAS can create tasks that meet specified ...
3) orthogonal genetic algorithm 正交遗传算法 1. For this purpose,it presents a simulation optimization approach for system-of-systems based onorthogonal genetic algorithmand sensitivity analysis. 鉴于此,提出了一种基于正交遗传算法和灵敏度分析的体系仿真优化方法。