Using Evolutionary technique like Genetic Algorithm, it's been seen that the Genetic Algorithm could be improved by further incorporation of repair strategies, and is readily scalable to the complete timetabling problem. In this paper, we generate the timetable with the help of the encoding ...
With the tremendous success of machine learning (ML), concerns about their black-box nature have grown. The issue of interpretability affects trust in ML s
In bioinformatics, since the DNA alphabet consists of four letters, i.e.,\(\Sigma =\{\texttt {A}, \texttt {C}, \texttt {G}, \texttt {T}\}\), many off-the-shelf algorithms for processing DNA data use a two-bits-per-base encoding to compactly represent the DNA alphabet (\(\text...
A membership function describes the degree of membership of a value in a fuzzy set. Fuzzy logic in our Current Work Fuzzification Retrieve the matched cases from the case base.Convert the case weight numerical value into the crisp value.This phase generates a fuzzy input set. Build the ...
encoding decision-outcomes. Consistent with a role in regulating alertness and switching behaviours, an early system is activated only by negative outcomes and engages arousal-related and motor-preparatory brain structures. Consistent with a role in reward-based learning, a later system differentially ...
We conducted gene co-expression analysis to explore the relationship between TRIB3 expression and the expression of genes encoding MHC, immunostimulator, immunoinhibitor, chemokines, and chemokine receptor proteins. Our findings indicate that TRIB3 is significantly correlated with most immunostimulator genes...
We report that long non-coding RNA PSG8-AS1 has an oligodendrocyte-specific expression pattern and is co-expressed with genes encoding key myelin constituents. PSG8-AS1 exhibits two peaks of expression during human brain development coinciding with the most active periods of oligodendrogenesis and ...
17.A Research of Genetic K-Means Algorithm Based on Variable Length Encoding;一种基于变长编码的遗传K均值算法研究 18.Application of improved k-means clustering algorithm in intrusion detection;改进k均值算法在网络入侵检测中的应用研究 相关短句/例句 ...
A hybrid genetic algorithm based on multi-encoding method for the optimization of wavelet neural networks (WNN) is put forward. 采用多值编码方式构造染色体结构,对小波神经网络的结构和参数进行编码,可以同时确定小波神经网络结构和优化网络参数,简化了问题的求解过程。 3. A hybrid genetic algorithm is pres...
Encoding of pictures using the singular value decomposition (SVD) and 1-D discrete cosine transform (DCT) In this paper we propose a new encoding algorithm for pictures which decomposes the picture matrix A to singular values and eigen vectors of AA^T and A^TA ... T Minami,H Sakamoto,A ...