Decision-making in cognitive paradoxes with contextuality and quantum formalism

被引:14
|
作者
Ishwarya, M. S. [1 ]
Cherukuri, Aswani Kumar [1 ]
机构
[1] Vellore Inst Technol, Sch Informat Technol & Engn, Vellore 632014, Tamil Nadu, India
关键词
Cognition; Contextuality; Kolmogorov probability theories; Paradox and Quantum probability theories; CONJUNCTION FALLACY; PROBABILITY JUDGMENT; MODEL; COMBINATIONS; SPACE;
D O I
10.1016/j.asoc.2020.106521
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Contextuality in human cognition can be defined as the existence of thoughts that are locally consistent and globally inconsistent. Absence of contextuality in the representational theories that are used for modelling cognitive processes results in inconsistencies between expected and actual decisions. These inconsistencies are usually regarded as paradoxes. However, recent literature reports that the quantum formalism is successful in explaining these paradoxes. In this article, we show the remarkable connection between contextuality, cognitive paradoxes and quantum formalism with a focus on decision-making. In this regard, we first analyse the paradoxes of human cognition from contextuality perspective as they share the pattern of local consistency and global inconsistency. This analysis is carried out using the proposed two-step contextuality analysis framework using the theories such as contextuality-by-Default and State Context Property formalism. Subsequently, this analysis provides an understanding on the dynamics of thoughts that has led to the paradoxical decisions which varies from the theoretical decisions. On the other hand, the success of quantum approach to cognitive paradoxes is due to their support for contextuality which is facilitated by the natural quantum characteristics. In this regard, we also narrate on how natural quantum characteristics facilitate contextuality with an example on decision-making. As a result, this article brings out the importance of contextuality in cognitive paradoxes and quantum formalism. Inferences obtained from this analysis emphasize on how and why quantum formalism is suitable for cognitive paradoxes. Our contribution stands out from the literature due to its comprehensive nature. (C) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Local Choices: Rationality and the Contextuality of Decision-Making
    Vlaev, Ivo
    [J]. BRAIN SCIENCES, 2018, 8 (01)
  • [2] Quantum Circuit Components for Cognitive Decision-Making
    Widdows, Dominic
    Rani, Jyoti
    Pothos, Emmanuel M.
    [J]. ENTROPY, 2023, 25 (04)
  • [3] Paradoxes of rationality in decision-making theory
    Schmidt, C
    [J]. RATIONAL FOUNDATIONS OF ECONOMIC BEHAVIOUR, 1996, : 49 - 77
  • [4] Decision-Making & Quantum Mechanical Models of Cognitive Processing
    Park, John Jung
    [J]. JOURNAL OF COGNITIVE SCIENCE, 2016, 17 (02) : 199 - 228
  • [5] Paradoxes of rationality in decision-making theory - Reply
    Schmidt, C
    [J]. RATIONAL FOUNDATIONS OF ECONOMIC BEHAVIOUR, 1996, : 85 - 87
  • [6] Paradoxes of rationality in decision-making theory - Comment
    Donzelli, F
    [J]. RATIONAL FOUNDATIONS OF ECONOMIC BEHAVIOUR, 1996, : 78 - 84
  • [7] Towards a quantum-like cognitive architecture for decision-making
    Moreira, Catarina
    Fell, Lauren
    Dehdashti, Shahram
    Bruza, Peter
    Wichert, Andreas
    [J]. BEHAVIORAL AND BRAIN SCIENCES, 2020, 43
  • [8] On Applicability of Quantum Formalism to Model Decision Making: Can Cognitive Signaling Be Compatible with Quantum Theory?
    Khrennikov, Andrei
    [J]. ENTROPY, 2022, 24 (11)
  • [9] Decision-Making and Cognitive Strategies
    Stiegler, Marjorie P.
    Gaba, David M.
    [J]. SIMULATION IN HEALTHCARE-JOURNAL OF THE SOCIETY FOR SIMULATION IN HEALTHCARE, 2015, 10 (03): : 133 - 138
  • [10] Quantum probability and quantum decision-making
    Yukalov, V. I.
    Sornette, D.
    [J]. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2016, 374 (2058):