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适应度函数的算法
排课问题是一个有约束的、多目标的组合优化问题,并且已经被证明是一个NP完全问题。
遗传算法借鉴生物界自然选择和自然遗传机制,使用群体搜索技术,尤其是用于处理传统搜索方法难以解决的复杂的和非线性的问题。经过近40年的发展,遗传算法在理论研究和实际应用中取得了巨大的成功,本文将遗传算法用于排课问题的求解,首先讨论了排课问题中的影响因素、主要约束条件、求解目标和难点,并用数学模型完整地描述了排课问题。其次对多个模糊排课目标进行了定量分析,建立了排课优化目标空间。针对排课问题研究了染色体编码方式以及遗传算子的设计,提出了适应度函数的计算方法。最后对排课问题进行了实验。实验结果表明,其过程的目标值跟踪显示,算法稳健趋优,所得结果令人满意。(Course Scheduling problem is a constrained, multi-objective optimization problem, and has proven to be a NP complete problem.
Genetic algorithms reference biosphere and the natural genetic mechanism of natural selection, using the group search technology, particularly the traditional search methods for handling complex and difficult to solve nonlinear problems. After nearly 40 years of development, the genetic algorithm in the theoretical study and practical application was a great success, this paper genetic algorithm for solving the course timetabling problem, first discussed the impact of factors in the course arrangement, the main constraints, to solve goals and difficulties, and a complete mathematical model to describe the course arrangement. Arranging multiple fuzzy goals followed by a quantitative analysis, the optimal target Arranging space. Arranging for the Study of the chromosome coding and genetic operators design, proposed fitness function is calculated. Finally, the co)
- 2010-05-13 11:49:12下载
- 积分:1
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DCSK
利用TENT混沌信号进行调制的混沌通信DCSK,调制与解调系统(TENT chaotic signal is modulated chaotic communication DCSK, modulation and demodulation system)
- 2020-11-24 22:19:32下载
- 积分:1
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改进的人工势场法Python
用Python语言编写的改进的人工势场法代码。解决了目标不可达问题。(The improved artificial potential field code written in Python language. The problem of inaccessibility of goals has been solved.)
- 2021-02-04 10:59:58下载
- 积分:1
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多实例学习
资源描述这是一个不错的多示例学习算法包,里面包含dd knn 等很多的算法 值得好好去研究一下 是图像处理相关领域科研人员必备的 也是机器视觉和机器学习领域的人所必须的
- 2022-05-31 12:04:36下载
- 积分:1
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axes
Axes defining related document and technique.
- 2010-03-17 01:49:37下载
- 积分:1
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FBGFPI
计算啁啾,均匀,取样光栅透射谱。可以改变周期,占空比,长度等各种参数(Calculated chirp, evenly sampled grating transmission spectrum. Can change the various parameters of the period, duty cycle, length, etc.)
- 2012-10-02 15:41:58下载
- 积分:1
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Untitled4
MATLAB robot toolbox 工具箱中的机械臂轨迹规划(Manipulator trajectory planning in a toolbox)
- 2021-03-02 09:09:34下载
- 积分:1
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完整的线性调频脉冲压缩matlab编程
滤波求和方式实现宽带波束形成,自写曲率计算函数 ,基于matlab GUI界面设计,是小学期课程设计的题目,isodata 迭代自组织的数据分析,独立成分分析算法降低原始数据噪声。
- 2022-08-15 17:35:13下载
- 积分:1
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cell_model_a
cell model solar using in photovoltaics system
- 2012-01-14 05:27:55下载
- 积分:1
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确定性矩阵
压缩感知,确定性测量矩阵构造,matlab语言编程(Compressed sensing, construction of deterministic measurement matrix)
- 2020-06-23 05:40:02下载
- 积分:1