scholarly journals Evolutionary Design of Adjustable Six-Linkage Bar Manufacturing Mechanisms Using Niche Genetic Algorithms

IEEE Access ◽  
2016 ◽  
Vol 4 ◽  
pp. 4809-4822
Author(s):  
Chiu-Hung Chen ◽  
Jyh-Horng Chou
Keyword(s):  
Genetic Algorithms ◽  
Evolutionary Design ◽  
Niche Genetic Algorithms

Optimized Analysis of the Hollow Floor Based on the Niche Genetic Algorithms

2013 ◽  
Vol 421 ◽  
pp. 751-755
Author(s):  
Chuan Teng Huang ◽  
Zhi Jun Wang
Keyword(s):  
Genetic Algorithms ◽  
Optimal Solution ◽  
Threshold Value ◽  
Geometric Parameters ◽  
Optimization Analysis ◽  
Global Optimal Solution ◽  
Excellent Mechanical Property ◽  
Section Design ◽  
Global Optimal ◽  
Niche Genetic Algorithms

Nowadays, the hollow floor is widely used due to its excellent mechanical property and economic benefit.However, its related specification is absence of evaluation in geometric parameters. The optimized analysis aimed at the hollow floor under vertical load, the total cost of the hollow floor is considered as a objective function, the maximum deflection and the threshold value of the geometric parameters are considered as constrain conditions. The program, which introduces the section design and compiled by the python script, based on the niche genetic algorithms is used to analyze the optimization of a hollow floor. Comparing to the global optimal solution, the program achieves good results. It indicates that the niche genetic algorithms is efficient and suited for the optimization analysis of hollow floor. The above mentioned conclusions will be conducive to engineering design and further research in this field.

Evolutionary Design of Nickel-Based Superalloys Using Data-Driven Genetic Algorithms and Related Strategies

2014 ◽  
Vol 30 (4) ◽  
pp. 488-510 ◽  
Author(s):  
R. Jha ◽  
F. Pettersson ◽  
G. S. Dulikravich ◽  
H. Saxen ◽  
N. Chakraborti
Keyword(s):  
Genetic Algorithms ◽  
Data Driven ◽  
Evolutionary Design ◽  
Using Data
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