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| An Improved Genetic Algorithm for Fast Configuration Design of Large-scale Container Cranes |
| Yongsheng Yang, Bowei Xu, Junjun Li |
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Abstract According to the design characteristics of large-scale container
cranes, requirement and anti-requirement are analyzed. A
requirement-driven gene evolution model is established for a hybrid
configuration design of instantiated products. The data structure of
the virtual chromosomes of the case-template-based products is
disclosed. Through comprehensive consideration of partial similarity
between case template and customer requirements, compatibility among
sub-parts, a mathematical model for hybrid configuration design of
instantiated products is designed. By referring to the principles
and methods in biological gene-engineering and the `hybrid
excellence' principles of breeding methodologies, a fast
configuration design algorithm is proposed based on the genetic
algorithm, which supports innovative and detailed design of
instantiated products. Excellent features of products are configured
and optimal configuration designs are implemented by choosing
parents, polymerization hybridization, uniform mutation
and horizontal cross. An example of designing the cart mechanism is
provided, and the results show that optimal convergence and customer
satisfaction are also achieved.
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| DOI:10.12733/jics20106268 |
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| [1] |
Anuwat Dechvijankit;Hiroshi Nagahashi;Kota Aoki. An Enhanced Way to Create Disk Topology Patch For Bounded-Parameterization[J]. JOURNAL OF INFORMATION &COMPUTATIONAL SCIENCE, 2016, 13(1): 1-11. |
| [2] |
You Lu;Chang Liu. The Explicit Piecewise Polynomials of Locally Supported Box Spline[J]. JOURNAL OF INFORMATION &COMPUTATIONAL SCIENCE, 2016, 13(1): 13-27. |
| [3] |
Demin Wei;Shuo Yao;Zhuangning Xie. Directional wind Pressure of Cladding Structure[J]. JOURNAL OF INFORMATION &COMPUTATIONAL SCIENCE, 2016, 13(1): 29-41. |
| [4] |
Xinghua Huo;Yafeng Yao;Zhao Chen. Implementation of a Direct Rotation CORDIC Algorithm with High Speed and Low Resource Consumption[J]. JOURNAL OF INFORMATION &COMPUTATIONAL SCIENCE, 2016, 13(1): 43-50. |
| [5] |
Hui Zhi;Yanjun Hu;Jun Zhu;Quan Yuan;Mengmeng He. Cross-Layer Power Allocation Scheme for Two-Way Relaying System[J]. JOURNAL OF INFORMATION &COMPUTATIONAL SCIENCE, 2016, 13(1): 51-58. |
| [6] |
Zhaolei Wei;Chunliang Chen;Ying Shen;Jiulin Luo. Research on Quality Evaluation of the Requirement Scheme for Equipment System[J]. JOURNAL OF INFORMATION &COMPUTATIONAL SCIENCE, 2016, 13(1): 59-67. |
| [7] |
. Table of Contents - JICS Vol 13 No 1[J]. JOURNAL OF INFORMATION &COMPUTATIONAL SCIENCE, 2016, 13(1): 1000-1000. |
| [8] |
. JICS Vol 13 No 1 Cover[J]. JOURNAL OF INFORMATION &COMPUTATIONAL SCIENCE, 2016, 13(1): 1001-1001. |
| [9] |
Xiang Feng;Wanggen Wan;Xiaoqiang Zhu;Yanlu Yin;Jing Wang. A Method for Physics-based Dynamic Deformation with St. Venant Kirchhoff Elasticity and Implicit Newmark Integrator[J]. , 2015, 12(9): 3333-3343. |
| [10] |
Jin Li;Weiqun Cao;Yin Cui. Research and Implementation of Parametric Modeling Method of Tree Knots[J]. , 2015, 12(9): 3345-3356. |
| [11] |
Bin Li;Desheng Wen;Zongxi Song;Chao Shen;Mengjie Wu;Feipeng Li. Research of Vehicle Detection Algorithm in Infrared Thermal Imaging Videos[J]. , 2015, 12(9): 3357-3363. |
| [12] |
Hao Zhang;Xiangen Bai;Yingjie Xiao. Location Estimation Approach of Multiple Sensor Nodes Using Received Signal Strength Measurements[J]. , 2015, 12(9): 3365-3372. |
| [13] |
Jinlong Yan;Wenjuan Lu;Chunyu Peng. An Effective Modeling of Power Consumption and Time Delay for SRAM Compiler[J]. , 2015, 12(9): 3373-3382. |
| [14] |
Chenxiao Wang;Hanshi Wang;Lizhen Liu;Wei Song;Mudan Yuan. Learning Bayesian Network Structure Based on Topological Potential[J]. , 2015, 12(9): 3383-3393. |
| [15] |
Na Lin;Yanan Zheng;Jianming Li. Path Planning Method Based on Taxi Trajectory Data[J]. , 2015, 12(9): 3395-3403. |
|
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