DocumentCode
468113
Title
Improved Fuzzy Inference Network and Its Applications in Multi-targets Optimization of the High-Rise Structure Form Selection
Author
Zhang, Shihai ; Liu, Shujun ; Ou, Jinping ; Wang, Guangyuan
Author_Institution
Harbin Inst. of Technol., Harbin
Volume
1
fYear
2007
fDate
24-27 Aug. 2007
Firstpage
173
Lastpage
179
Abstract
Firstly, two kinds of improved weighted fuzzy inference networks were established, namely the multi output multi input (MIMO) one and the multi input single output (MISO) one. The newly built networks share common merits with the weighted fuzzy evaluation method, the fuzzy inference method and the traditional fuzzy inference method, laying foundation for highly and effectively expressing, memorizing and utilizing the domain experts´ knowledge and strategies used in form selection. Then, two kinds of multi-target high-rise structure form selection optimization methods were established based on the improved fuzzy inference network and the fuzzy comprehensive evaluation model; and a comparison of characteristics was made between the two kinds of multi-targets optimization models: Both of them can directly and effectively solve the form selection optimization problem for the multi-target and multi layer structures. Moreover, the reasoning process of the first model can produce clearer and more concrete results, and the reasoning process of the second model is simpler. And it has been proven that the results of the models have the same conclusion. Finally, a project example was given, which proved that the methods can meet the needs and the optimization process better resembles people´s habits, experience and strategies in form selection.
Keywords
MIMO systems; fuzzy set theory; inference mechanisms; optimisation; MIMO; MISO; form selection optimization problem; fuzzy comprehensive evaluation model; fuzzy inference network; high-rise structure form selection; multi input single output; multi layer structures; multi output multi input; multitargets optimization; Algorithm design and analysis; Civil engineering; Concrete; Fuzzy neural networks; Fuzzy systems; Hybrid intelligent systems; MIMO; Neural networks; Optimization methods; Topology;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
Conference_Location
Haikou
Print_ISBN
978-0-7695-2874-8
Type
conf
DOI
10.1109/FSKD.2007.356
Filename
4405912
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