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An overview on the applications of the hesitant fuzzy sets in group decision-making: Theory, support

Zeshui XU, Shen ZHANG

Frontiers of Engineering Management 2019, Volume 6, Issue 2,   Pages 163-182 doi: 10.1007/s42524-019-0017-4

Abstract: Due to the characteristics of hesitant fuzzy sets (HFSs), one hesitant fuzzy element (HFE), which isthe basic component of HFSs, can express the evaluation values of multiple decision makers (DMs) on theThus, the HFS has its unique advantages in group decision making (GDM).support for a complete decision-making process.different decision-making conditions.

Keywords： hesitant fuzzy set     hesitant fuzzy preference relation     group decision-making    

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A consensus model for group decision making under interval type-2 fuzzy environment

Xiao-xiong ZHANG,Bing-feng GE,Yue-jin TAN

Frontiers of Information Technology & Electronic Engineering 2016, Volume 17, Issue 3,   Pages 237-249 doi: 10.1631/FITEE.1500198

Abstract: We propose a new consensus model for group decision making (GDM) problems, using an interval type-2 fuzzyexperts are asked to express their preferences using linguistic terms characterized by interval type-2 fuzzysets (IT2 FSs), because these can provide decision makers with greater freedom to express the vaguenessproximity measures based on the arithmetic operations of IT2 FSs are used simultaneously to guide the decision-making

Keywords： Group decision making (GDM)     Interval type-2 fuzzy sets (IT2 FSs)     Feedback mechanism    

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Trapezoidal Intuitionistic Fuzzy Aggregation Operator Based on Choquet Integral and Its Application toMulti-Criteria Decision-Making Problems

Xi-hua Li,Xiao-hong Chen

Frontiers of Engineering Management 2015, Volume 2, Issue 3,   Pages 266-276 doi: 10.15302/J-FEM-2015048

Abstract: In this paper, a trapezoidal intuitionistic fuzzy aggregation operator based on the Choquet integralis proposed for multi-criteria decision-making problems.The decision information takes the form of trapezoidal intuitionistic fuzzy numbers and both the importanceand the interaction information among decision-making criteria are considered.A new multi-criteria decision-making method based on a trapezoidal intuitionistic fuzzy Choquet integral

Keywords： multi-criteria decision making     trapezoidal intuitionistic fuzzy numbers     Choquet integral     fuzzy measure    

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Consensus-reaching methods for hesitant fuzzy multiple criteria group decision making with hesitant fuzzydecision making matrices Article

Jie DING, Ze-shui XU, Hu-chang LIAO

Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 11,   Pages 1679-1692 doi: 10.1631/FITEE.1601546

Abstract: Group decision making plays an important role in various fields of management decision and economics.In this paper, we develop two methods for hesitant fuzzy multiple criteria group decision making withgroup consensus in which all the experts use hesitant fuzzy decision matrices (HFDMs) to express theirThe aim of this paper is to present two novel consensus models applied in different group decision makingmultiple criteria group decision making.

Keywords： Multiple criteria group decision making     Group consensus     Consensus-reaching process     Hesitant fuzzydecision making matrices     Aggregation operators    

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Analytic Method to a Kind of Grey Fuzzy Decision Making Based on Entropy

Luo Dang,Liu Siwei

Strategic Study of CAE 2004, Volume 6, Issue 10,   Pages 48-51

Abstract:

Based on grey system theory and fuzzy theory, uncertain decision making problems and several relativearticles were studied, then points out the advantage and shortage of them when dealing with grey fuzzypaper, using optimization theory and the maximum entropy formulism, a method for multi-attribute group decisionmaking based on the theory of grey fuzzy relation is established.

Keywords： grey fuzzy relation     entropy     multi-attribute decision making    

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A Decision-making Method Based on Fuzzy Sets and Rough Sets Theory

Luo Dang

Strategic Study of CAE 2004, Volume 6, Issue 12,   Pages 32-36

Abstract:

In this paper, a combined decision-making model is presented for dealing with uncertain and impreciseproblems, based on the difference between fuzzy sets and rough sets theories.The model is firstly to classify the uncertain examples given using fuzzy clustering analysis, to makea decision table specified,and then to simplify the decision table by means of the rough sets theoryIt gives all possible minimal decision algorithms associated with the decision table.

Keywords： fuzzy clustering     rough sets     decision table     decision rule    

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orientation determination of multi-feature mechanical parts in selective laser melting via multi-objective decisionmaking

Frontiers of Mechanical Engineering 2023, Volume 18, Issue 2, doi: 10.1007/s11465-022-0737-8

Abstract: Lastly, a multi-objective decision making method integrated by the technique for order of preferenceThe weights of the feature groups and considered objectives are achieved by a fuzzy analytical hierarchy

Keywords： selective laser melting (SLM)     build orientation determination     multi-feature mechanical part (MFMP)     fuzzyanalytical hierarchy process     multi-objective decision making (MODM)    

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A Data and Knowledge Collaboration Strategy for Decision-Making on the Amount of Aluminum Fluoride AdditionBased on Augmented Fuzzy Cognitive Maps Article

Weichao Yue、 Weihua Gui、 Xiaofang Chen、 Zhaohui Zeng、 Yongfang Xie

Engineering 2019, Volume 5, Issue 6,   Pages 1060-1076 doi: 10.1016/j.eng.2019.10.005

Abstract: Making the decision on the amount of AlF3 addition (referred to in this work as MDAAA) isknowledge-based task that must take into consideration a variety of interrelated functions; in practice, this decision-makingIn this work, a data and knowledge collaboration strategy for MDAAA based on augmented fuzzy cognitiveIn the proposed strategy, the fuzzy rules are extracted by extended fuzzy k-means (EFKM) andfuzzy decision trees, which are used to amend the initial structure provided by experts.

Keywords： AlF 3 addition     Fuzzy cognitive maps     Learning algorithms     State transition algorithm     Fuzzydecision trees    

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Clinical decision-making by the emergency department resident physicians for critically ill patients

Tengda Xu, Jun Xu, Xuezhong Yu, Sui Ma, Zhong Wang

Frontiers of Medicine 2012, Volume 6, Issue 1,   Pages 89-93 doi: 10.1007/s11684-012-0183-9

Abstract:

The application of main methodologies for clinical decision-making by residents in emergency medicalMedical College Hospital of were analyzed by independent investigators who evaluated the main clinical decision-makingThe application of decision-making strategies by PG1 and PG3 groups, which means the residents in firstThe decision-making processes applied by junior and senior residents were significantly different, althoughInclusion of clinical decision-making in medical curricula is needed to improve decision-making in critical

Keywords： clinical decision-making     emergency medicine     critically ill patient     resident     methodology    

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Toward Trustworthy Decision-Making for Autonomous Vehicles: A Robust Reinforcement Learning Approach

Xiangkun He,Wenhui Huang,Chen Lv,

Engineering doi: 10.1016/j.eng.2023.10.005

Abstract: vehicles are vital components of intelligent transportation systems, ensuring the trustworthiness of decision-makingpresent a novel robust reinforcement learning approach with safety guarantees to attain trustworthy decision-makingThe proposed technique ensures decision trustworthiness in terms of policy robustness and collision safety

Keywords： Autonomous vehicle     Decision-making     Reinforcement learning     Adversarial attack     Safety guarantee    

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Challenges of human–machine collaboration in risky decision-making

Frontiers of Engineering Management 2022, Volume 9, Issue 1,   Pages 89-103 doi: 10.1007/s42524-021-0182-0

Abstract: purpose of this paper is to delineate the research challenges of human–machine collaboration in risky decision-makingin machine intelligence have enabled a growing number of applications in human–machine collaborative decision-makingIn risky decision-making, a human decision-maker is vulnerable to cognitive biases when judging the possibleWe first summarize features of risky decision-making and possible biases of human decision-makers thereinThen, we argue the necessity and urgency of advancing human–machine collaboration in risky decision-making

Keywords： human–machine collaboration     risky decision-making     human–machine team and interaction     task allocation    

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A model for the evaluation of environmental impact indicators for a sustainable maritime transportation systems

Lizzette Pérez LESPIER, Suzanna LONG, Tom SHOBERG, Steven CORNS

Frontiers of Engineering Management 2019, Volume 6, Issue 3,   Pages 368-383 doi: 10.1007/s42524-019-0004-9

Abstract: This paper develops a tool for decision making in complex environments; this tool will quantify and rankSuch a model will help decision-makers to achieve the goals of improved environmental sustainability.

Keywords： Environmental sustainability     maritime transportation system     environmental impact indicators     fuzzy analytichierarchy process     fuzzy TOPSIS     decision-making tool    

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Applying system dynamics to strategic decision making in construction

SangHyun LEE

Frontiers of Engineering Management 2017, Volume 4, Issue 1,   Pages 35-40 doi: 10.15302/J-FEM-2017002

Abstract: simulation framework that integrates System Dynamics and Discrete Event Simulation for a strategic decisionmaking process in construction where operational details should be taken into account.

Keywords： strategic project management     construction management     system dynamics     feedback process     hybrid simulation    

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Evolutionary Decision-Making and Planning for Autonomous Driving Based on Safe and Rational Exploration

Kang Yuan,Yanjun Huang,Shuo Yang,Zewei Zhou,Yulei Wang,Dongpu Cao,Hong Chen,

Engineering doi: 10.1016/j.eng.2023.03.018

Abstract: Decision-making and motion planning are extremely important in autonomous driving to ensure safe drivingThis study proposes an online evolutionary decision-making and motion planning framework for autonomousFirst, a data-driven decision-making module based on deep reinforcement learning (DRL) is developed to

Keywords： Autonomous driving     Decision-making     Motion planning     Deep reinforcement learning     Model predictive control    

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Decision-making governance for the Hong Kong-Zhuhai-Macao Bridge in China

Yongling ZHU, Qianqian SHI, Qian LI, Zhimei YIN

Frontiers of Engineering Management 2018, Volume 5, Issue 1,   Pages 30-39 doi: 10.15302/J-FEM-2018087

Abstract: recognition, decision-making analysis, and decision-making management related to this cross-border infrastructureBased on case study, this study systematically analyzes the complexity of the decision-making relatedThe research examines the decision-making management system of the Hong Kong-Zhuhai-Macao Bridge, itsdecision-making stages.This result provides reference for decision-making management system design of cross-border projects.

Keywords： decision-making governance     Hong Kong-Zhuhai-Macao Bridge     governance mechanism    

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Title Author Date Type Operation

An overview on the applications of the hesitant fuzzy sets in group decision-making: Theory, support

Zeshui XU, Shen ZHANG

Journal Article

A consensus model for group decision making under interval type-2 fuzzy environment

Xiao-xiong ZHANG,Bing-feng GE,Yue-jin TAN

Journal Article

Trapezoidal Intuitionistic Fuzzy Aggregation Operator Based on Choquet Integral and Its Application toMulti-Criteria Decision-Making Problems

Xi-hua Li,Xiao-hong Chen

Journal Article

Consensus-reaching methods for hesitant fuzzy multiple criteria group decision making with hesitant fuzzydecision making matrices

Jie DING, Ze-shui XU, Hu-chang LIAO

Journal Article

Analytic Method to a Kind of Grey Fuzzy Decision Making Based on Entropy

Luo Dang,Liu Siwei

Journal Article

A Decision-making Method Based on Fuzzy Sets and Rough Sets Theory

Luo Dang

Journal Article

orientation determination of multi-feature mechanical parts in selective laser melting via multi-objective decisionmaking

Journal Article

A Data and Knowledge Collaboration Strategy for Decision-Making on the Amount of Aluminum Fluoride AdditionBased on Augmented Fuzzy Cognitive Maps

Weichao Yue、 Weihua Gui、 Xiaofang Chen、 Zhaohui Zeng、 Yongfang Xie

Journal Article

Clinical decision-making by the emergency department resident physicians for critically ill patients

Tengda Xu, Jun Xu, Xuezhong Yu, Sui Ma, Zhong Wang

Journal Article

Toward Trustworthy Decision-Making for Autonomous Vehicles: A Robust Reinforcement Learning Approach

Xiangkun He,Wenhui Huang,Chen Lv,

Journal Article

Challenges of human–machine collaboration in risky decision-making

Journal Article

A model for the evaluation of environmental impact indicators for a sustainable maritime transportation systems

Lizzette Pérez LESPIER, Suzanna LONG, Tom SHOBERG, Steven CORNS

Journal Article

Applying system dynamics to strategic decision making in construction

SangHyun LEE

Journal Article

Evolutionary Decision-Making and Planning for Autonomous Driving Based on Safe and Rational Exploration

Kang Yuan,Yanjun Huang,Shuo Yang,Zewei Zhou,Yulei Wang,Dongpu Cao,Hong Chen,

Journal Article

Decision-making governance for the Hong Kong-Zhuhai-Macao Bridge in China

Yongling ZHU, Qianqian SHI, Qian LI, Zhimei YIN

Journal Article