A QUANTUM-LIKE APPROACH IN UNDERSTANDING MODELING COGNITION AND DECISION-MAKING PROCESSES (REVIEW OF FOREIGN LITERATURE)

Yusupova M.M., Gureev S.A., Mingazov R.N., Mingazova E.N.
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Abstract

The article presents a review of foreign scientific literature on the quantum-like approach to understanding the modeling of cognition and decision-making processes. It is shown that the current application of quantum physics approaches to consciousness, psychological approaches such as perception, cognition, emotions, consciousness and learning, involves the search for a single objective mathematical model of what underlies the experience of the brain. The use of quantum physics algorithms can help in understanding the mechanisms of brain malfunctions and memory impairments that are found in pathologies such as dementia caused by Alzheimer's disease, schizophrenia, etc. Quantum physics approaches are applicable to issues of modeling cognition and decision-making processes, as well as in cognitive research, information processing by the human brain, artificial intelligence development, psychology, social and political sciences. Application of the abstract mathematical principles of quantum theory can help in understanding human consciousness and behavior. Quantum probability theory is applied to modeling human behavior due to the prevalence of uncertainty in human interaction with the world. Quantum cognitive models are especially useful in research in such areas as errors in decision making, order effects of questions, conceptual combinations, accumulation of evidence, perception, etc. Of particular interest to researchers are issues of quantum-like modeling of cognition and decision-making processes, the apparatus of quantum information and probability theory, useful for such modeling, as well as the use of such apparatus in cognitive research, the development of artificial intelligence, psychology, social and political sciences.
用量子方法理解建模认知和决策过程(国外文献综述)
这篇文章综述了国外关于用类似量子的方法理解认知和决策过程建模的科学文献。文章表明,目前将量子物理学方法应用于意识、感知、认知、情感、意识和学习等心理学方法,涉及到寻找大脑经验基础的单一客观数学模型。量子物理学算法的使用有助于理解大脑功能失调和记忆障碍的机制,这些机制存在于阿尔茨海默氏症引起的痴呆、精神分裂症等病症中。量子物理学方法适用于认知和决策过程建模问题,以及认知研究、人脑信息处理、人工智能开发、心理学、社会和政治科学等领域。应用量子理论的抽象数学原理有助于理解人类的意识和行为。由于人类与世界的互动中普遍存在不确定性,量子概率论被应用于人类行为建模。量子认知模型尤其适用于决策失误、问题的顺序效应、概念组合、证据积累、感知等领域的研究。研究人员特别感兴趣的问题包括:认知和决策过程的量子建模、量子信息和概率论工具对此类建模的作用,以及此类工具在认知研究、人工智能发展、心理学、社会科学和政治科学中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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