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A non-linear dynamical approach to belief revision in cognitive behavioral therapy

机译:认知行为疗法中信念修正的非线性动力学方法

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摘要

Belief revision is the key change mechanism underlying the psychological intervention known as cognitive behavioral therapy (CBT). It both motivates and reinforces new behavior. In this review we analyze and apply a novel approach to this process based on AGM theory of belief revision, named after its proponents, Carlos Alchourrón, Peter Gärdenfors and David Makinson. AGM is a set-theoretical model. We reconceptualize it as describing a non-linear, dynamical system that occurs within a semantic space, which can be represented as a phase plane comprising all of the brain's attentional, cognitive, affective and physiological resources. Triggering events, such as anxiety-producing or depressing situations in the real world, or their imaginal equivalents, mobilize these assets so they converge on an equilibrium point. A preference function then evaluates and integrates evidentiary data associated with individual beliefs, selecting some of them and comprising them into a belief set, which is a metastable state. Belief sets evolve in time from one metastable state to another. In the phase space, this evolution creates a heteroclinic channel. AGM regulates this process and characterizes the outcome at each equilibrium point. Its objective is to define the necessary and sufficient conditions for belief revision by simultaneously minimizing the set of new beliefs that have to be adopted, and the set of old beliefs that have to be discarded or reformulated. Using AGM, belief revision can be modeled using three (and only three) fundamental syntactical operations performed on belief sets, which are expansion; revision; and contraction. Expansion is like adding a new belief without changing any old ones. Revision is like adding a new belief and changing old, inconsistent ones. Contraction is like changing an old belief without adding any new ones. We provide operationalized examples of this process in action.
机译:信念修正是被称为认知行为疗法(CBT)的心理干预的主要变化机制。它既激励又加强了新的行为。在本文中,我们基于AGM信念修正理论对这一过程进行了分析,并对其应用了新颖的方法,并以其支持者CarlosAlchourrón,PeterGärdenfors和David Makinson的名字命名。 AGM是一种集合理论模型。我们将其重新概念化为描述在语义空间内发生的非线性动力系统,该系统可以表示为相平面,包括大脑的所有注意力,认知,情感和生理资源。触发事件,例如现实世界中产生焦虑或情绪低落的情况,或它们的想象等价物,动员了这些资产,使它们收敛在平衡点上。然后,偏好函数评估并整合与单个信念相关的证据数据,选择其中一些并将其包含在信念集合中,该信念集合为亚稳状态。信念集随时间从一种亚稳态转变为另一种。在相空间中,这种演化创建了一个异质通道。 AGM调节这一过程并描述每个平衡点的结果。其目的是通过同时最小化必须采用的新信念集和必须丢弃或重新制定的旧信念集,来定义信念修订的必要和充分条件。使用AGM,可以使用对信念集执行的三个(只有三个)基本句法操作(扩展)对信念修订进行建模。修订和收缩。扩展就像在不改变任何旧信念的情况下添加新信念。修订就像添加新的信念并改变旧的不一致的信念。收缩就像在不添加任何新信念的情况下改变旧信念。我们提供了该过程的实际操作示例。

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