Problem Solving: Cognitive Mechanisms and Formal Models

Humans can navigate large search spaces by using intelligent mental representations of physical, cognitive, and social environments, allowing us to solve a wide range of problems. This book combines the behavioral results of human subjects with formal models of the causative cognitive mechanisms, providing a main text for elective courses and a supplementary text for courses such as cognitive psychology and neuroscience.

Format: Paperback / softback
Length: 250 pages
Publication date: 07 July 2022
Publisher: Cambridge University Press

Humans possess the remarkable ability to create intelligent mental representations of their physical, cognitive, and social environments, enabling them to navigate vast and complex search spaces that far exceed the number of neurons in their brains. This remarkable capability empowers us to tackle a wide array of challenging problems, including the Traveling Salesperson Problem, insight problems, mathematics, and physics. Over the years, the field of problem-solving has experienced steady growth, driven by researchers in Artificial Intelligence who have formulated theories and models to understand the cognitive processes involved in problem-solving. On the other hand, psychologists have dedicated their efforts to documenting and analyzing the observed behavior of individuals as they solve problems.

In this groundbreaking work, we bring together the behavioral results of human subjects with formal models of the cognitive mechanisms that underlie problem-solving. This book represents the first attempt to bridge the gap between human behavior and cognitive science, offering a comprehensive and authoritative resource for students and scholars alike.

The first coursebook dedicated exclusively to the topic, it serves as a primary text for elective courses in cognitive psychology and neuroscience, as well as a valuable supplementary text for these disciplines. By integrating the insights of human subjects with the theoretical frameworks of cognitive science, this book provides a comprehensive and integrated understanding of problem-solving.

Through its engaging and accessible writing style, this book offers students a deep and meaningful exploration of the cognitive processes involved in problem-solving. It provides a clear and comprehensive introduction to the field, covering key concepts, theories, and research findings in a manner that is accessible to students with a range of backgrounds.

In addition to its academic value, this book also has practical applications in various fields, such as education, business, and healthcare. By understanding the cognitive mechanisms that underlie problem-solving, professionals can develop more effective strategies and interventions to improve performance and outcomes.

In conclusion, this book represents a significant milestone in the field of problem-solving, offering a comprehensive and interdisciplinary approach to understanding the cognitive processes that underpin human problem-solving. It is a valuable resource for students, scholars, and professionals alike, and will undoubtedly contribute to the ongoing development of this important area of research.

Weight: 371g
ISBN-13: 9781009205597