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
Link To Document :
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