Solving the interval-valued optimization problems based on the concept of null set

IF 1.2 4区 工程技术 Q3 ENGINEERING, MULTIDISCIPLINARY
Hsien-Chung Wu
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引用次数: 7

Abstract

We introduce the concept of null set in the space of all bounded closed intervals. Based on this concept, we can define two partial orderings according to the substraction and Hukuhara difference between any two bounded closed intervals, which will be used to define the solution concepts of interval-valued optimization problems. On the other hand, we transform the interval-valued optimization problems into the conventional vector optimization problem. Under these settings, we can apply the technique of scalarization to solve this transformed vector optimization problem. Finally, we show that the optimal solution of the scalarized problem is also the optimal solution of the original interval-valued optimization problem.
基于空集概念的区间值优化问题求解
在所有有界闭区间空间中引入了零集的概念。基于这一概念,我们可以根据任意两个有界闭区间的相减和Hukuhara差定义两个偏序,并将其用于定义区间值优化问题的求解概念。另一方面,我们将区间值优化问题转化为常规的向量优化问题。在这些条件下,我们可以应用标量化技术来解决这个变换向量优化问题。最后,我们证明了标量化问题的最优解也是原区间值优化问题的最优解。
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来源期刊
CiteScore
2.50
自引率
15.40%
发文量
207
审稿时长
18 months
期刊介绍: JIMO is an international journal devoted to publishing peer-reviewed, high quality, original papers on the non-trivial interplay between numerical optimization methods and practically significant problems in industry or management so as to achieve superior design, planning and/or operation. Its objective is to promote collaboration between optimization specialists, industrial practitioners and management scientists so that important practical industrial and management problems can be addressed by the use of appropriate, recent advanced optimization techniques.
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