Which complexity? A review of typologies and a framework proposal for characterizing complexity-based approaches

被引:3
|
作者
Sigahi, Tiago F. A. C. [1 ]
Sznelwar, Laerte Idal [2 ]
机构
[1] Univ Estadual Campinas, Sch Mech Engn, Dept Mfg & Mat Engn, Campinas, Brazil
[2] Univ Sao Paulo, Dept Prod Engn, Sao Paulo, Brazil
关键词
Complexity; Complex systems; Typology; Systematic review; MANAGEMENT; SCIENCE; CONTINUUM; KNOWLEDGE; SYSTEMS; SCOPUS;
D O I
10.1108/K-11-2022-1507
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Purpose - The purpose of this paper is twofold: (1) to map and analyze existing complexity typologies and (2) to develop a framework for characterizing complexity-based approaches. Design/methodology/approach - This study was conducted in three stages: (1) initial identification of typologies related to complexity following a structured procedure based on the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) protocol; (2) backward and forward review to identify additional relevant typologies and (3) content analysis of the selected typologies, categorization and framework development. Findings - Based on 17 selected typologies, a comprehensive overview of complexity studies is provided. Each typology is described considering key concepts, contributions and convergences and differences between them. The epistemological, theoretical and methodological diversity of complexity studies was explored, allowing the identification of the main schools of thought and authors. A framework for characterizing complexity-based approaches was proposed including the following perspectives: ontology of complexity, epistemology of complexity, purpose and object of interest, methodology and methods and theoretical pillars.Originality/value - This study examines the main typologies of complexity from an integrated and multidisciplinary perspective and, based on that, proposes a novel framework to understanding and characterizing complexity-based approaches.
引用
下载
收藏
页码:1374 / 1394
页数:21
相关论文
共 50 条
  • [41] A complexity-based method for predicting protein subcellular location
    Xiaoqi Zheng
    Taigang Liu
    Jun Wang
    Amino Acids, 2009, 37 : 427 - 433
  • [42] Complexity-Based Spatial Hierarchical Clustering for Malaria Prediction
    Haddawy P.
    Yin M.S.
    Wisanrakkit T.
    Limsupavanich R.
    Promrat P.
    Lawpoolsri S.
    Sa-angchai P.
    Journal of Healthcare Informatics Research, 2018, 2 (4) : 423 - 447
  • [43] Complexity-Based Lambda Layer for Time Series Prediction
    Brezinski, Kenneth
    Ferens, Ken
    2021 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC 2021), 2021, : 2046 - 2052
  • [44] Adaptive control: Towards a complexity-based general theory
    Zames, G
    AUTOMATICA, 1998, 34 (10) : 1161 - 1167
  • [45] Adaptive control: Towards a complexity-based general theory
    Zames, G
    ROBUST CONTROL DESIGN (ROCODN'97): A PROCEEDINGS VOLUME FROM THE IFAC SYMPOSIUM, 1997, : 1 - 8
  • [46] Identification and adaptive control: Towards a complexity-based general theory
    Zames, G
    SYSTEMS & CONTROL LETTERS, 1998, 34 (03) : 141 - 149
  • [47] Complexity-based modulation of the data-set in scenario optimization
    Garatti, Simone
    Campi, Marco C.
    2019 18TH EUROPEAN CONTROL CONFERENCE (ECC), 2019, : 1386 - 1391
  • [48] A heuristic complexity-based method for cost estimation of aerospace systems
    Banazadeh, Afshin
    Jafari, Mohammad Haji
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING, 2013, 227 (11) : 1685 - 1700
  • [49] System Complexity-Based ab initio Antenna Verification Methodology
    Jain, Palkesh
    Krishnan, Anand
    IEEE TRANSACTIONS ON DEVICE AND MATERIALS RELIABILITY, 2013, 13 (01) : 327 - 329
  • [50] THE COMPLEXITY-BASED EXPLANATORY STRATEGY, BIOLOGICAL LEVELS, AND THE ORIGIN OF LIFE
    Perovic, Slobodan
    RIVISTA DI ESTETICA, 2019, (69) : 54 - 67