A New "Intersection" Method for Multi-Objective Optimization in Material Selection

Till now the previous methods for multi-objective optimization adopt the "additive" algorithm for the normalized evaluation indexes, which has the inherent shortcoming of taking the form of "union" in the viewpoint of set theory. In fact, "simultaneous optimization of multip...

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Permalink: http://skupnikatalog.nsk.hr/Record/nsk.NSK01001163042/Details
Matična publikacija: Tehnički glasnik (Online)
15 (2021), 4 ; str. 562-568
Glavni autori: Zheng, Maosheng (Author), Wang, Yi, Teng, Haipeng
Vrsta građe: e-članak
Jezik: eng
Online pristup: https://doi.org/10.31803/tg-20210901142449
Elektronička verzija članka
Elektronička verzija članka
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024 7 |2 doi  |a 10.31803/tg-20210901142449 
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080 1 |2 2011 
100 1 |a Zheng, Maosheng  |4 aut  |9 HR-ZaNSK 
245 1 0 |a A New "Intersection" Method for Multi-Objective Optimization in Material Selection  |h [Elektronička građa]  |c Maosheng Zheng, Yi Wang, Haipeng Teng. 
300 |b Ilustr. 
504 |a Bibliografija: 
504 |a Summary. 
520 |a Till now the previous methods for multi-objective optimization adopt the "additive" algorithm for the normalized evaluation indexes, which has the inherent shortcoming of taking the form of "union" in the viewpoint of set theory. In fact, "simultaneous optimization of multiple indexes" should be more appropriate to take the form of "intersection" for the normalized evaluation indexes in the respects of set theory and "joint probability" in probability theory. In this paper, a new concept of favorable probability is proposed to reflect the favorable degree of the candidate material in the selection; All material property indicators are divided into beneficial or unbeneficial types to the material selection; Each material property indicator correlates to a partial favorable probability quantitatively, and the total favorable probability of a candidate material is the product of all partial favorable probabilities in the viewpoints of "intersection" of set theory and "joint probability" in probability theory, which is the sole decisive index in the competitive selection process. Results of the application examples indicate the validity of the new method. 
700 1 |a Wang, Yi  |4 aut  |9 HR-ZaNSK 
700 1 |a Teng, Haipeng  |4 aut  |9 HR-ZaNSK 
773 0 |t Tehnički glasnik (Online)  |x 1848-5588  |g 15 (2021), 4 ; str. 562-568  |w nsk.(HR-ZaNSK)000810940 
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856 4 0 |u https://doi.org/10.31803/tg-20210901142449 
856 4 0 |u https://hrcak.srce.hr/265009  |y Elektronička verzija članka 
856 4 0 |u https://hrcak.srce.hr/file/384702  |y Elektronička verzija članka 
856 4 1 |y Digitalna.nsk.hr