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Description: 这是一个人工免疫算法的matlab工具箱。该工具箱可以根据不同的优化函数形式设置来用人工免疫算法来寻优-This is an artificial immune algorithm matlab toolbox. The toolkit is based on different settings to optimize the function of the form of artificial immune algorithm with excellent来寻
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Size: 683008 |
Author: 孙磊 |
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Description: 基于matlab的人工免疫算法，适用于故障诊断-Matlab-based artificial immune algorithm for fault diagnosis
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Size: 1024 |
Author: 汪峰 |
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Description: 人工免疫算法的练习算例，可以很好地研究人工免疫算法-Artificial immune algorithm examples of practice can be a very good study of artificial immune algorithm
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Size: 3072 |
Author: 赵学彧 |
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Description: 人工免疫算法中的遗传算法的matlab源程序-Artificial immune algorithm in the matlab genetic algorithm source code
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Size: 812032 |
Author: 董蓓 |
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Description: 人工免疫系统的基本理论应用及其基本算法仿真-The basic theory of artificial immune system applications and the basic algorithm simulation
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Size: 54272 |
Author: 无悔 |
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Description: 免疫算法的matlab程序，对读者很有用哦，希望对大家有很大帮助，-Immune algorithm matlab procedure, useful to readers Oh, I hope all of you helps a lot, huh, huh
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Size: 6144 |
Author: 赵娜娜 |
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Description: 人工免疫算法基于遗传MATLAB代码很有用哦-Artificial immune algorithm based on genetic code useful MATLAB Oh
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Size: 90112 |
Author: 123456 |
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Description: 免疫算法实现多峰、多极值函数平面曲面拟合-Immune algorithm to achieve multi-peak and multi-planar surface fitting extremal function
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Size: 75776 |
Author: changcheng |
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Description: 这是简单的人工免疫算法，介绍了人工免疫的基本原理。-It is a simple artificial immune algorithm, introduced the basic principles of artificial immune.
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Size: 1024 |
Author: 魏晓斌 |
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Description: this an immune program in matlab that show you how initial antibody population and other steps in immune algorithm-this is an immune program in matlab that show you how initial antibody population and other steps in immune algorithm
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Size: 1024 |
Author: maryam |
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Description: 免疫克隆算法，能更好的对其他智能算法进行优化-Immune Clonal Algorithm, can be better for other intelligent algorithm to optimize
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Size: 2048 |
Author: 苏书惠 |
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Description: Artificial Immune System
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Size: 1024 |
Author: techie |
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Description: 免疫算法在医学图像自动配准的matlab程序代码说明-Immune Algorithm
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Size: 3072 |
Author: 张瑜 |
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Description:
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Size: 7168 |
Author: WUYAN |
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Description: 人工免疫算法程序-故障检测matlab源码-Artificial immune algorithm programs- fault detection matlab source code
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Size: 8192 |
Author: 曾行 |
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Description: 改进的免疫克隆算法求解函数极值问题，用matlab实现-Improved Immune Clonal Algorithm function extremum problems, and use matlab to achieve
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Size: 2048 |
Author: WUYAN |
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Description: 基于人工免疫克隆选择算法的调度优化MATLAB源码-Based on Artificial Immune Clonal Selection Algorithm for Scheduling Optimization MATLAB source code
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Size: 27648 |
Author: 曾行 |
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Description: 免疫算法详细编程，有中文介绍，很好的资源-Immune algorithm detailed programming, a Chinese introduction, a good resource. . .
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Size: 31744 |
Author: 王玉勤 |
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Description: 基于生物免疫系统的自适应学习、免疫记忆、抗体多样性及动态平衡维持等功能,提出一种动态多目标免疫
优化算法处理动态多目标优化问题.算法设计中,依据自适应ζ邻域及抗体所处位置设计抗体的亲和力,基于Pa-
reto控制的概念,利用分层选择确定参与进化的抗体,经由克隆扩张及自适应高斯变异,提高群体的平均亲和力,利
用免疫记忆、动态维持和Average linkage聚类方法,设计环境识别规则和记忆池,借助3种不同类型的动态多目标
测试问题,通过与出众的动态环境优化算法比较,数值实验表明所提出算法解决复杂动态多目标优化问题具有较大
潜力.-:A dynamic multi-objective immune optimization algorithm suitable for dynamic multi-objective
optimization problems is proposed based on the functions of adaptive learning, immune memory, antibody
diversity and dynamic balance maintenance, etc. In the design of the algorithm, the scheme of antibody af-
finity was designed based on the locations of adaptive-neighborhood and antibody antibodies participating
in evolution were selected by Pareto dominance. In order to enhance the average affinity of the population,
clonal proliferation and adaptive Gaussian mutation were adopted to evolve excellent antibodies. Further-
more, the average linkage method and several functions of immune memory and dynamic balance mainte-
nance were used to design environmental recognition rules and the memory pool. The proposed algorithm
was compared against several popular multi-objective algorithms by means of three different kinds of dy-
namic multi-objective benchmark problems. Simulations show
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Size: 499712 |
Author: 王飞 |
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Description: 摘要:提出了一种新型的人工免疫算法用来解决多目标函数优化问题。基于自然免疫系统固有的优良特性对算法进行了设计和分析。
最后,算法对3个较复杂的多目标问题进行了优化,优化结果能很好地覆盖问题的Pareto最优面,并且把算法与某些混合遗传算法进行
了对比实验,表明人工免疫算法在解决多目标优化问题上具有可观的研究前景。
-Abstract:In order to effectively solve multiobjective optimization problems, a novel artificial immune algorithm is proposed. It is de
signed and analyzed based on excellent intrinsic features of nature immune systems. Additionally, the algorithm sensitivity to its tuning pa
rameters is briefly assessed. Finally, the algorithm is applied to solve three complex multiobjective optimization problems and the results ca
perfectly map the Pareto-optimal fronts. By comparing the algorithm with some genetic algorithms, it shows the good prospect to apply ar
tificial immune system to solve multiobjective optimization problems.
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Size: 90112 |
Author: 王飞 |
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