OWA Operators in the Assignment Process: The Case of the Hungarian Algorithm

机译：分配过程中的OWA运算符：匈牙利算法的情况

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We develop a new assignment algorithm by using a wide range of aggregation operators in the Hungarian algorithm. We introduce a new process based on the use of the ordered weighted averaging distance (OWAD) operator in the Hungarian algorithm. We refer to it as the Hungarian algorithm with the OWAD operator (HAOWAD). The main advantage of this approach is that we can provide a parameterized family of aggregation operators between the minimum and the maximum. Thus, we can represent the information in a more complete way. Furthermore, we also present a general framework by using generalized and quasi-arithmetic means. We end the paper with a practical application of the new approach in a financial decision making problem regarding the assignment of investments.

机译：我们通过在匈牙利算法中使用各种聚合运算符来开发一种新的分配算法。我们在匈牙利算法中引入了基于有序加权平均距离（OWAD）运算符的新过程。我们将其称为OWAD运算符（HAOWAD）的匈牙利算法。这种方法的主要优点是，我们可以在最小值和最大值之间提供参数化的聚合运算符族。因此，我们可以更完整地表示信息。此外，我们还通过使用广义算术和准算术手段提供了一个通用框架。本文以新方法在涉及投资分配的财务决策问题中的实际应用结束。

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《Modeling and simulation in engineering, economics, and management》|2012年|p.166-177|共12页
会议地点 New Rochelle NY(US);New Rochelle NY(US)
作者
Emili Vizuete Luciano; Jose M. Merigo; Anna M. Gil-Lafuente; Sefa Boria Reverte;
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作者单位

Department of Business Administration, University of Barcelona,Av. Diagonal 690,08034 Barcelona, Spain;

Department of Business Administration, University of Barcelona,Av. Diagonal 690,08034 Barcelona, Spain;

Department of Business Administration, University of Barcelona,Av. Diagonal 690,08034 Barcelona, Spain;

Department of Business Administration, University of Barcelona,Av. Diagonal 690,08034 Barcelona, Spain;

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原文格式 PDF
正文语种 eng
中图分类电子贸易、网上贸易;
关键词
uncertainty modelling; ordered weighted average; hungarian algorithm; assignment theory; distance measure;

机译：不确定性建模；有序加权平均；匈牙利算法；作业理论距离量度;

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1. DECISION MAKING IN THE ASSIGNMENT PROCESS BY USING THE HUNGARIAN ALGORITHM WITH OWA OPERATORS [J] . Vizuete-Luciano Emili, Merigo Jose M., Gil-Lafuente Anna M., Technological and Economic Development of Economy . 2015,第5期

机译：通过使用OWA算子的匈牙利算法在分配过程中做出决策
2. BeeOWA: A novel approach based on ABC algorithm and induced OWA operators for constructing one-class classifier ensembles [J] . Parhizkar Elham, Abadi Mandi Neurocomputing . 2015,第octa20期

机译：BeeOWA：一种基于ABC算法和诱导的OWA运算符的新颖方法，用于构造一类分类器集成
3. Empirical Assessment Of A Collaborative Filtering Algorithm Based On Owa Operators [J] . Miguel-Angel Sicilia, Elena Garcia-Barriocanal, Salvador Sanchez-Alonso International journal of entelligent systems . 2008,第12期

机译：基于Owa算子的协同过滤算法的实证评估。
4. OWA Operators in the Assignment Process: The Case of the Hungarian Algorithm [C] . Emili Vizuete Luciano, Jose M. Merigo, Anna M. Gil-Lafuente, International conference on modeling and simulation in engineering, economics, and management . 2012

机译：在分配过程中的OWA运营商：匈牙利算法的情况
5. Analysis and implementation of Room Assignment problem and Cannon's algorithm on general purpose programmable graphical processing units with CUDA. [D] . Dwivedi, Harsh Vardhan. 2011

机译：在具有CUDA的通用可编程图形处理单元上分析和实施房间分配问题和Cannon算法。
6. The Algorithm of a Game-Based System in the Relation between an Operator and a Technical Object in Management of E-Commerce Logistics Processes with the Use of Machine Learning [O] . Ryszard K. Miler, Andrzej Kuriata, Anna Brzozowska, 2021

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7. DECISION MAKING IN THE ASSIGNMENT PROCESS BY USING THE HUNGARIAN ALGORITHM WITH OWA OPERATORS [O] . Emili VIZUETE-LUCIANO, José M. MERIGÓ, Anna M. GIL-LAFUENTE, 2015

机译：通过使用匈牙利算法与OWA运算符中的匈牙利算法做出决策
8. Development of Advanced WTA (Weapon Target Assignment) Algorithms for Parallel Processing. [R] . Castanon, D. A. 1989

机译：并行处理的高级WTa（武器目标分配）算法的开发。

OWA Operators in the Assignment Process: The Case of the Hungarian Algorithm

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