Cognition and Decision Making in Complex Adaptive Systems

Cognition and Decision Making in Complex Adaptive Systems PDF Author: Meghan Carmody-Bubb
Publisher: Springer Nature
ISBN: 303131929X
Category : Psychology
Languages : en
Pages : 241

Book Description
This book explains the role of human behavior research, from both a historical and modern perspective, in improving objective, measurable performance outcomes to include safety, strategic decision making, and organizational performance. The book builds upon empirically supported foundations of human cognition, but with a focus on applying this knowledge in a manner that can improve human decision-making to enhance safety and performance. It includes explanations of how the human mind processes information, including differences in novice versus expert information processing, and tools to combat various cognitive biases. Explained within the framework of complex adaptive systems, this book builds upon resources developed through the author’s years of combined applied research and graduate teaching and includes chapters on the roles of uncertainty and complexity within scientific research. Finally, the book offers tools that are rooted in empirical research and demonstrated within the context of contemporary, real-world scenarios, with a focus on improving organizational effectiveness through improved strategic decision making and the development of learning cultures within organizations.

Decision Making in Complex Environments

Decision Making in Complex Environments PDF Author: Dr Jan Noyes
Publisher: Ashgate Publishing, Ltd.
ISBN: 1409484971
Category : Political Science
Languages : en
Pages : 478

Book Description
Many complex systems in civil and military operations are highly automated with the intention of supporting human performance in difficult cognitive tasks. The complex systems can involve teams or individuals working on real-time supervisory control, command or information management tasks where a number of constraints must be satisfied. Decision Making in Complex Environments addresses the role of the human, the technology and the processes in complex socio-technical and technological systems. The aim of the book is to apply a multi-disciplinary perspective to the examination of the human factors in complex decision making. It contains more than 30 contributions on key subjects such as military human factors, team decision making issues, situation awareness, and technology support. In addition to the major application area of military human factors there are chapters on business, medical, governmental and aeronautical decision making. The book provides a unique blend of expertise from psychology, human factors, industry, commercial environments, the military, computer science, organizational psychology and training that should be valuable to academics and practitioners alike.

Adaptive Decision Making and Intellectual Styles

Adaptive Decision Making and Intellectual Styles PDF Author: Francesco Sofo
Publisher: Springer Science & Business Media
ISBN: 146146708X
Category : Psychology
Languages : en
Pages : 126

Book Description
​This exciting publication provides the reader with a theoretical and practical approach to adaptive decision making, based on an appreciation of cognitive styles, in a cross-cultural context. The aim of this Brief is to describe the role of thinking-through different options as part of the decision-making process. Since cognitive style influences decision behavior, the book will first examine thinking styles, which involve both cognitive and emotive elements, as habits or preferences that shape and empower one’s cognition and emotion. The information contained in this Brief will be a useful resource to both researchers studying decision making as well as to instructors in the higher education sector and to human resource development practitioners, especially those working in international, multi-cultural companies.

Efficient Cognition

Efficient Cognition PDF Author: Armin W. Schulz
Publisher: MIT Press
ISBN: 0262546736
Category : Psychology
Languages : en
Pages : 281

Book Description
An argument that representational decision making is more cognitively efficient, allowing an organism to adjust more easily to changes in the environment. Many organisms (including humans) make decisions by relying on mental representations. Not simply a reaction triggered by perception, representational decision making employs high-level, non-perceptual mental states with content to manage interactions with the environment. A person making a decision based on mental representations, for example, takes a step back from her perceptions at the time to assess the nature of the world she lives in. But why would organisms rely on representational decision making, and what evolutionary benefits does this reliance provide to the decision maker? In Efficient Cognition, Armin Schulz argues that representational decision making can be more cognitively efficient than non-representational decision making. Specifically, he shows that a key driver in the evolution of representational decision making is that mental representations can enable an organism to save cognitive resources and adjust more efficiently to changed environments. After laying out the foundations of his argument—clarifying the central questions, the characterization of representational decision making, and the relevance of an evidential form of evolutionary psychology—Schulz presents his account of the evolution of representational decision making and critically considers some of the existing accounts of the subject. He then applies his account to three open questions concerning the nature of representational decision making: the extendedness of decision making, and when we should expect cognition to extend into the environment; the specialization of decision making and the use of simple heuristics; and the psychological sources of altruistic behaviors.

Quantum Models of Cognition and Decision

Quantum Models of Cognition and Decision PDF Author: Jerome R. Busemeyer
Publisher: Cambridge University Press
ISBN: 110701199X
Category : Business & Economics
Languages : en
Pages : 425

Book Description
Introduces principles drawn from quantum theory to present a new framework for modeling human cognition and decision.

Decision Control, Management, and Support in Adaptive and Complex Systems

Decision Control, Management, and Support in Adaptive and Complex Systems PDF Author: Yuri P. Pavlov
Publisher:
ISBN: 9781466629677
Category : Decision making
Languages : en
Pages : 0

Book Description
"This book presents an application and demonstration of a new mathematical technique for descriptions of complex systems"--Provided by publisher.

Cognitive Control and Decision Making in Complex Systems

Cognitive Control and Decision Making in Complex Systems PDF Author: Lesley Marion Victoria Perman
Publisher:
ISBN:
Category :
Languages : en
Pages :

Book Description


Naturalistic Decision Making and Macrocognition

Naturalistic Decision Making and Macrocognition PDF Author: Laura Militello
Publisher: CRC Press
ISBN: 1317089588
Category : Technology & Engineering
Languages : en
Pages : 770

Book Description
This book presents the latest work in the area of naturalistic decision making (NDM) and its extension into the area of macrocognition. It contains 18 chapters relating research centered on the study of expertise in naturalistic settings, written by international experts in NDM and cognitive systems engineering. The objective of the book is to present the reader with exciting new developments in this field of research, which is characterized by its application-oriented focus. The work addresses only real-world problems and issues. For instance, how do multi-national teams collaborate effectively? How can surgeons best be supported by technology? How do detectives make sense of complex criminal cases? In all instances the studies have been carried out on experts within their respective domains. The traditional field of NDM is extended in this work by focusing on macrocognitive functions other than decision making, namely sense-making, coordination and planning. This has broadened the scope of the field. The book also contains a theoretical discussion of the macro-micro distinction. Naturalistic Decision Making and Macrocognition will be relevant to graduate students, researchers and professionals (including professionals and researchers in business, industry and government) who are interested in decision making, expertise, training methods and system design. The material may be used in two ways: theoretically, to advance understanding of the field of naturalistic decision making; and practically, to gain insight into how experts in various domains solve particular problems, understand and deal with issues and collaborate with others.

Causality, Meaningful Complexity and Embodied Cognition

Causality, Meaningful Complexity and Embodied Cognition PDF Author: A. Carsetti
Publisher: Springer Science & Business Media
ISBN: 904813529X
Category : Philosophy
Languages : en
Pages : 346

Book Description
Arturo Carsetti According to molecular Biology, true invariance (life) can exist only within the framework of ongoing autonomous morphogenesis and vice versa. With respect to this secret dialectics, life and cognition appear as indissolubly interlinked. In this sense, for instance, the inner articulation of conceptual spaces appears to be linked to an inner functional development based on a continuous activity of selection and “anchorage” realised on semantic grounds. It is the work of “invention” and g- eration (in invariance), linked with the “rooting” of meaning, which determines the evolution, the leaps and punctuated equilibria, the conditions related to the unfo- ing of new modalities of invariance, an invariance which is never simple repetition and which springs on each occasion through deep-level processes of renewal and recovery. The selection perpetrated by meaning reveals its autonomy aboveall in its underpinning, in an objective way, the ongoing choice of these new modalities. As such it is not, then, concerned only with the game of “possibles”, offering itself as a simple channel for pure chance, but with providing a channel for the articulation of the “ le” in the humus of a semantic (and embodied) net in order to prepare the necessary conditionsfor a continuousrenewal and recoveryof original creativity. In effect, it is this autonomy in inventing new possible modules of incompressibility whichdeterminestheactualemergenceofnew(andtrue)creativity,whichalsotakes place through the “narration” of the effected construction.

Decision Making, Affect, and Learning

Decision Making, Affect, and Learning PDF Author: Mauricio R. Delgado
Publisher: OUP Oxford
ISBN: 0191616737
Category : Psychology
Languages : en
Pages : 576

Book Description
This latest volume in the critically acclaimed and highly influential Attention and Performance series focuses on two of the fastest moving research areas in cognitive and affective neuroscience - decision making and emotional processing. Decision Making, Affect, and Learning investigates the psychological and neural systems underlying decision making, and the relationship with reward, affect, and learning. In addition, it considers neurodevelopmental and clinical aspects of these issues - for example the role of decision making and reward in drug addiction. It also looks at the applied aspects of this knowledge to other disciplines, including the growing field of Neuroeconomics. After an introductory chapter from the Volume editors, the book is then arranged according to the following themes: Psychological Processes underlying decision-making. Neural systems of decision-making Neural systems of emotion, reward and learning Neurodevelopmental and clinical aspects Superbly written and edited, the book highlights the complex interplay between emotional and decision-making processes and their relationship with learning.