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Zhang X, Cheng Z, Zhang M, Zhu X, Zhang X. Comfort Prediction of Office Chair Surface Material Based on the ISSA-LSSVM. SENSORS (BASEL, SWITZERLAND) 2022; 22:9822. [PMID: 36560192 PMCID: PMC9784787 DOI: 10.3390/s22249822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 12/05/2022] [Accepted: 12/11/2022] [Indexed: 06/17/2023]
Abstract
This study serves the purpose of assisting users in selecting a comfortable seat surface material for office chairs and enhancing users' comfort while using office chairs. To address the issue that the selection of traditional seat surface material is too subjective and that the prediction effect is poor, an improved sparrow search algorithm (ISSA) optimized least squares support vector machine (LSSVM) method for office chair seat surface material comfort prediction has been proposed. Sparrow Search Algorithm (SSA) was optimized with Sobol sequences, nonlinear inertial weights, and a crisscross optimization algorithm to produce the Improved Sparrow Search Algorithm (ISSA), and then the relevant parameters of the LSSVM algorithm were optimized with the modified algorithm to improve its prediction performance. The prediction accuracy of the ISSA-LSSVM model is as high as 95.75% by combining the body pressure distribution experiments; the root mean square error (RMSE) is 0.29; the goodness of fit (R2) is 0.92; the mean absolute error (MAE) is 0.24; the standard deviation (RSD) is 5.99%. The ISSA-LSSVM model predicts seat surface material comfort more accurately and reliably. This strategy can assist consumers to narrow down their seat surface material choices and even suggest an optimal selection. In this way, it can boost users' pleasure with office chairs, which has great potential for wide application.
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Affiliation(s)
- Xuyinglong Zhang
- Material Science and Engineering College, Northeast Forestry University, Harbin 15000, China
| | - Zilian Cheng
- Department of Performing Arts and Culture, The Catholic University, Bucheon 14662, Republic of Korea
| | - Mengyang Zhang
- Engineering and Technology College, Northeast Forestry University, Harbin 15000, China
| | - Xiaodong Zhu
- Material Science and Engineering College, Northeast Forestry University, Harbin 15000, China
| | - Xianquan Zhang
- Material Science and Engineering College, Northeast Forestry University, Harbin 15000, China
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Fu Y, Cai R, Yu B. Group decision-making method with directed graph under linguistic environment. INT J MACH LEARN CYB 2022. [DOI: 10.1007/s13042-022-01597-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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3
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Review on Development of High-Static–Low-Dynamic-Stiffness Seat Cushion Mattress for Vibration Control of Seating Suspension System. APPLIED SCIENCES-BASEL 2020. [DOI: 10.3390/app10082887] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
This review focuses on studying passive vibration isolation techniques and their applications. Advantages and disadvantages of different vibration isolation techniques will be compared in order to find an innovative method to reduce seating suspension system vibration and improve the ride comfort of vehicles’ drivers. Quasi-zero stiffness (QZS) isolators of high-static–low-dynamic stiffness are found to have good application prospects in low-frequency vibration isolation. In order to improve the isolation performance of the seating suspension system, a specially made seat cushion will be studied where a quasi-zero stiffness (QZS) isolator such as a double-diamond isolator is selected as one of the cells/units/elements of the seat cushion mattress. The double-diamond isolator structure does not represent the whole seating suspension system. The transmissibility ratio of the double-diamond isolator is evaluated by analytical and simulation models and compared to that of a conventional linear spring isolator. Although the performance of the passive vibration isolation/control system is usually worse than that of the active or semi-active control system, the cost of the passive vibration isolation/control system is lower than that of the active and semi-active control system, and the relative simplicity of adding a vibration isolation cushion mattress in an existing passive seating suspension system makes it low in cost, easy to implement, and more attractive than the active and semi-active vibration control systems.
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A Novel Multi-Attribute Decision Making Method Based on The Double Hierarchy Hesitant Fuzzy Linguistic Generalized Power Aggregation Operator. INFORMATION 2019. [DOI: 10.3390/info10110339] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
. A double hierarchy hesitant fuzzy linguistic term set (DHHFLT) is deemed as an effective and powerful linguistic expression which models complex linguistic decision information more accurately by using two different hierarchy linguistic term sets. The purpose of this paper is to propose a multi-attribute decision making method to tackle complex decision issues in which attribute values are represented as double hierarchy hesitant fuzzy linguistic numbers, and there are some extreme or unreasonable data in the attribute values. To do this, firstly, four double hierarchy hesitant fuzzy linguistic generalized power aggregation operators are introduced, including the double hierarchy hesitant fuzzy linguistic generalized power average (DHHFLGPA) operator, the double hierarchy hesitant fuzzy linguistic generalized power geometric (DHHFLGPG) operator, and their weighted forms. Thereafter, several favorable properties, as well as representative cases of the proposed operators, are investigated in detail. Moreover, by virtue of the proposed operators, a novel approach is developed for coping with multi-attribute decision making cases in the double hierarchy hesitant fuzzy linguistic context. Finally, an illustrated example is given to demonstrate the practical application of the presented approach, an availability verification is given to show its validity, and a comparative analysis is also conducted to highlight the advantages of the proposed approach.
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Computation of generalized linguistic term sets based on fuzzy logical algebras for multi-attribute decision making. GRANULAR COMPUTING 2019. [DOI: 10.1007/s41066-019-00199-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Linares-Mustarós S, Ferrer-Comalat JC, Corominas-Coll D, Merigó JM. The ordered weighted average in the theory of expertons. INT J INTELL SYST 2018. [DOI: 10.1002/int.22055] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
| | | | | | - José M. Merigó
- Department of Management Control and Information Systems; School of Economics and Business, University of Chile; Santiago Chile
- Faculty of Engineering and Information Technology, School of Systems, Management and Leadership, University of Technology Sydney; Ultimo NSW Australia
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Wang H, Xu Z, Zeng XJ. Linguistic terms with weakened hedges: A model for qualitative decision making under uncertainty. Inf Sci (N Y) 2018. [DOI: 10.1016/j.ins.2017.12.036] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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8
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Managing multi-granularity linguistic information in qualitative group decision making: an overview. GRANULAR COMPUTING 2015. [DOI: 10.1007/s41066-015-0006-x] [Citation(s) in RCA: 126] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Liu J, Chen H, Zhou L, Tao Z. Generalized Linguistic Ordered Weighted Hybrid Logarithm Averaging Operators and Applications to Group Decision Making. INT J UNCERTAIN FUZZ 2015. [DOI: 10.1142/s021848851550018x] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
In this paper, we develop the generalized linguistic weighted logarithm averaging (GLWLA) operator and the generalized linguistic ordered weighted logarithm averaging (GLOWLA) operator in the group decision making under the linguistic surrounding. Then some properties of the families of the GLOWLA operator by different weighting vector are investigated. Furthermore, we present the generalized linguistic ordered weighted hybrid logarithm averaging (GLOWHLA) operator, which extends the GLOWLA operator. We also construct a nonlinear goal programming model to determine GLOWHLA weights from observational linguistic variable values under partial weight information. Finally, a numerical example is given to illustrate the new approach to evaluating university faculty for tenure and promotion, which indicates the feasibility and effectiveness of the new approach.
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Affiliation(s)
- Jinpei Liu
- School of Business, Anhui University, Hefei, Anhui 230601, China
| | - Huayou Chen
- School of Mathematical Sciences, Anhui University, Hefei, Anhui 230601, China
| | - Ligang Zhou
- School of Mathematical Sciences, Anhui University, Hefei, Anhui 230601, China
| | - Zhifu Tao
- School of Mathematical Sciences, Anhui University, Hefei, Anhui 230601, China
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Xu Y, Wang H, Palacios-Marqués D. An Interactive Approach Based on Alternative Achievement Scale and Alternative Comprehensive Scale for Multiple Attribute Decision Making under Linguistic Environment. INT J COMPUT INT SYS 2013. [DOI: 10.1080/18756891.2013.756226] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
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Peng B, Ye C, Zeng S. Uncertain pure linguistic hybrid harmonic averaging operator and generalized interval aggregation operator based approach to group decision making. Knowl Based Syst 2012. [DOI: 10.1016/j.knosys.2012.06.008] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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XU YEJUN, WANG HUIMIN. POWER GEOMETRIC OPERATORS FOR GROUP DECISION MAKING UNDER MULTIPLICATIVE LINGUISTIC PREFERENCE RELATIONS. INT J UNCERTAIN FUZZ 2012. [DOI: 10.1142/s0218488512500079] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The aim of this paper is to develop some new linguistic aggregation operators, such as linguistic power geometric (LPG) operator, linguistic weighted PG operator, LPOWG operator which are based on PG operator. We have studied some desired properties of the developed operators, such as commutativity, idempotency, boundary, etc. Moreover, we have developed two approaches to deal with group decision making problems under multiplicative linguistic preference relations. If the weighting vector of the decision makers is known, we develop an approach which is based on the linguistic weighted PG operator. On the other hand, if the weighting vector of the decision makers is unknown, we develop another approach which is based on the LPOWG. Finally, a practical example is given to illustrate the multiple attribute group decision making process; a comparative study to the linguistic weighted geometric average (LWGA) operator method is also demonstrated.
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Affiliation(s)
- YEJUN XU
- Business School, HoHai University, Nanjing, Jiangsu, 211100, P.R. China
| | - HUIMIN WANG
- Business School, HoHai University, Nanjing, Jiangsu, 211100, P.R. China
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15
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Chen H, Zhou L, Han B. On compatibility of uncertain additive linguistic preference relations and its application in the group decision making. Knowl Based Syst 2011. [DOI: 10.1016/j.knosys.2011.03.003] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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16
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Xu Y, Wang H. Approaches based on 2-tuple linguistic power aggregation operators for multiple attribute group decision making under linguistic environment. Appl Soft Comput 2011. [DOI: 10.1016/j.asoc.2011.02.027] [Citation(s) in RCA: 143] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Herrera-Viedma E, Cabrerizo FJ, Pérez IJ, Cobo MJ, Alonso S, Herrera F. Applying Linguistic OWA Operators in Consensus Models under Unbalanced Linguistic Information. RECENT DEVELOPMENTS IN THE ORDERED WEIGHTED AVERAGING OPERATORS: THEORY AND PRACTICE 2011. [DOI: 10.1007/978-3-642-17910-5_9] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
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Cabrerizo F, Pérez I, Herrera-Viedma E. Managing the consensus in group decision making in an unbalanced fuzzy linguistic context with incomplete information. Knowl Based Syst 2010. [DOI: 10.1016/j.knosys.2009.11.019] [Citation(s) in RCA: 256] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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19
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Extension of TOPSIS method for 2-tuple linguistic multiple attribute group decision making with incomplete weight information. Knowl Inf Syst 2009. [DOI: 10.1007/s10115-009-0258-3] [Citation(s) in RCA: 132] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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20
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Martínez L, Barranco MJ, Pérez LG, Espinilla M. A Knowledge Based Recommender System with Multigranular Linguistic Information. INT J COMPUT INT SYS 2008. [DOI: 10.1080/18756891.2008.9727620] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
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22
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Xu Z. A method for multiple attribute decision making with incomplete weight information in linguistic setting. Knowl Based Syst 2007. [DOI: 10.1016/j.knosys.2006.10.002] [Citation(s) in RCA: 96] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Hu VN, Nakamori Y, Tu-Bao Ho, Murai T. Multiple-attribute decision making under uncertainty: the evidential reasoning approach revisited. ACTA ACUST UNITED AC 2006. [DOI: 10.1109/tsmca.2005.855778] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Huynh VN, Nakamori Y. A Satisfactory-Oriented Approach to Multiexpert Decision-Making With Linguistic Assessments. ACTA ACUST UNITED AC 2005; 35:184-96. [PMID: 15828649 DOI: 10.1109/tsmcb.2004.842248] [Citation(s) in RCA: 91] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
This paper proposes a multiexpert decision-making (MEDM) method with linguistic assessments, making use of the notion of random preferences and a so-called satisfactory principle. It is well known that decision-making problems that manage preferences from different experts follow a common resolution scheme composed of two phases: an aggregation phase that combines the individual preferences to obtain a collective preference value for each alternative; and an exploitation phase that orders the collective preferences according to a given criterion, to select the best alternative/s. For our method, instead of using an aggregation operator to obtain a collective preference value, a random preference is defined for each alternative in the aggregation phase. Then, based on a satisfactory principle defined in this paper, that says that it is perfectly satisfactory to select an alternative as the best if its performance is as at least "good" as all the others under the same evaluation scheme, we propose a linguistic choice function to establish a rank ordering among the alternatives. Moreover, we also discuss how this linguistic decision rule can be applied to the MEDM problem in multigranular linguistic contexts. Two application examples taken from the literature are used to illuminate the proposed techniques.
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Affiliation(s)
- Van-Nam Huynh
- Japan Advanced Institute of Science and Technology, Tatsunokuchi, Ishikawa 923-1292, Japan.
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Martínez L, Liu J, Yang JB, Herrera F. A multigranular hierarchical linguistic model for design evaluation based on safety and cost analysis. INT J INTELL SYST 2005. [DOI: 10.1002/int.20107] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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26
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Peláez JI, Doña JM. LAMA: A linguistic aggregation of majority additive operator. INT J INTELL SYST 2003. [DOI: 10.1002/int.10117] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Representation of the subjective evaluation of the fabric hand using fuzzy techniques. INT J INTELL SYST 2003. [DOI: 10.1002/int.10092] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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