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Search - local search algorithm - List
[
Industry research
]
Studies-on-Fuzzy-C-Means-Based-on-Ant-Colony-Algo
DL : 0
A fault identification with fuzzy C-Mean clustering algorithm based on improved ant colony algorithm (ACA) is presented to avoid local optimization in iterative process of fuzzy C-Mean (FCM) clustering algorithm and the difficulty in fault classification. In the algorithm, the problem of fault identification is translated to a constrained optimized clustering problem. Using heuristic search of colony can find good solutions. And according to the information content of cluster center, it could merger surrounding data together to cause clustering identification. The algorithm may identify fuzzy clustering numbers and initial clustering center. It can also prevent data classification from causing some errors. Thus, applying in fault diagnosis shows validity of computing and credibility of identification results.
Date
: 2026-01-02
Size
: 267kb
User
:
rishi
[
Industry research
]
swarm-optimization-algorithm-
DL : 0
子群优化算法,并把次算法用于求解旅行商问题.为了增强算法的局部搜索能力,在改进的算法中加入倒置,局部搜索等方法,同时利用遗传算法的全局搜索能力强的特点对求到的解再进行优化,同时,对于搜索全局最优路径方面,通过应用消除交叉路径的方法进行了优化.-Sub swarm optimization algorithm, and the second algorithm is used to solve the traveling salesman problem. In order to enhance the local search capability, adding inverted improved algorithm, local search and other methods, while taking advantage of genetic algorithm characteristics of strong global search capability to find the solution for further optimization, while the global optimal path for search terms through the application of the method to eliminate cross paths optimized.
Date
: 2026-01-02
Size
: 559kb
User
:
燕子
[
Industry research
]
LSset
DL : 0
10余种局部搜索算法,包含了大量近年来局部搜索算法的研究-10 kinds of local search algorithms, including a large number of studies in recent years, local search algorithm
Date
: 2026-01-02
Size
: 4.63mb
User
:
梁桉洋
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