An Efficient Polarity Optimization Approach for Fixed Polarity Reed-Muller Logic Circuits Based on Novel Binary Differential Evolution Algorithm

2017 ◽  
pp. 118-121
Author(s):  
Zhenxue He ◽  
Guangjun Qin ◽  
Limin Xiao ◽  
Fei Gu ◽  
Zhisheng Huo ◽  
...  
Keyword(s):  
Differential Evolution ◽  
Differential Evolution Algorithm ◽  
Logic Circuits ◽  
Optimization Approach ◽  
Evolution Algorithm ◽  
Binary Differential Evolution

scholarly journals An Improved Differential Evolution Algorithm for Data Stream Clustering

2019 ◽  
Vol 9 (4) ◽  
pp. 2659
Author(s):  
Bhaskar Adepu ◽  
Jayadev Gyani ◽  
G. Narsimha
Keyword(s):  
Differential Evolution ◽  
Data Stream ◽  
Concept Drift ◽  
Differential Evolution Algorithm ◽  
Optimization Approach ◽  
Stream Clustering ◽  
Data Stream Clustering ◽  
Evolution Algorithm ◽  
Improved Differential Evolution Algorithm ◽  
Measure Estimate

A Few algorithms were actualized by the analysts for performing clustering of data streams. Most of these algorithms require that the number of clusters (K) has to be fixed by the customer based on input data and it can be kept settled all through the clustering process. Stream clustering has faced few difficulties in picking up K. In this paper, we propose an efficient approach for data stream clustering by embracing an Improved Differential Evolution (IDE) algorithm. The IDE algorithm is one of the quick, powerful and productive global optimization approach for programmed clustering. In our proposed approach, we additionally apply an entropy based method for distinguishing the concept drift in the data stream and in this way updating the clustering procedure online. We demonstrated that our proposed method is contrasted with Genetic Algorithm and identified as proficient optimization algorithm. The performance of our proposed technique is assessed and cr eates the accuracy of 92.29%, the precision is 86.96%, recall is 90.30% and F-measure estimate is 88.60%.

A binary differential evolution algorithm for airline revenue management: a case study

2020 ◽  
Vol 24 (18) ◽  
pp. 14221-14234
Author(s):  
Amir Karbassi Yazdi ◽  
Mohamad Amin Kaviani ◽  
Thomas Hanne ◽  
Andres Ramos
Keyword(s):  
Differential Evolution ◽  
Revenue Management ◽  
Differential Evolution Algorithm ◽  
Airline Revenue Management ◽  
Evolution Algorithm ◽  
Binary Differential Evolution

Automated Functional Test Generation for Digital Systems Through a Compact Binary Differential Evolution Algorithm

2015 ◽  
Vol 31 (4) ◽  
pp. 361-380 ◽  
Author(s):  
Alfonso Martinez Cruz ◽  
Ricardo Barrón Fernández ◽  
Herón Molina Lozano ◽  
Marco Antonio Ramírez Salinas ◽  
Luis Alfonso Villa Vargas
Keyword(s):  
Differential Evolution ◽  
Test Generation ◽  
Differential Evolution Algorithm ◽  
Digital Systems ◽  
Functional Test ◽  
Compact Binary ◽  
Evolution Algorithm ◽  
Binary Differential Evolution
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