Modeling Bounded Rationality

Modeling Bounded Rationality PDF Author: Ariel Rubinstein
Publisher: MIT Press
ISBN: 9780262681001
Category : Business & Economics
Languages : en
Pages : 226

Get Book Here

Book Description
The notion of bounded rationality was initiated in the 1950s by Herbert Simon; only recently has it influenced mainstream economics. In this book, Ariel Rubinstein defines models of bounded rationality as those in which elements of the process of choice are explicitly embedded. The book focuses on the challenges of modeling bounded rationality, rather than on substantial economic implications. In the first part of the book, the author considers the modeling of choice. After discussing some psychological findings, he proceeds to the modeling of procedural rationality, knowledge, memory, the choice of what to know, and group decisions.In the second part, he discusses the fundamental difficulties of modeling bounded rationality in games. He begins with the modeling of a game with procedural rational players and then surveys repeated games with complexity considerations. He ends with a discussion of computability constraints in games. The final chapter includes a critique by Herbert Simon of the author's methodology and the author's response. The Zeuthen Lecture Book series is sponsored by the Institute of Economics at the University of Copenhagen.

Modeling Bounded Rationality

Modeling Bounded Rationality PDF Author: Ariel Rubinstein
Publisher: MIT Press
ISBN: 9780262681001
Category : Business & Economics
Languages : en
Pages : 226

Get Book Here

Book Description
The notion of bounded rationality was initiated in the 1950s by Herbert Simon; only recently has it influenced mainstream economics. In this book, Ariel Rubinstein defines models of bounded rationality as those in which elements of the process of choice are explicitly embedded. The book focuses on the challenges of modeling bounded rationality, rather than on substantial economic implications. In the first part of the book, the author considers the modeling of choice. After discussing some psychological findings, he proceeds to the modeling of procedural rationality, knowledge, memory, the choice of what to know, and group decisions.In the second part, he discusses the fundamental difficulties of modeling bounded rationality in games. He begins with the modeling of a game with procedural rational players and then surveys repeated games with complexity considerations. He ends with a discussion of computability constraints in games. The final chapter includes a critique by Herbert Simon of the author's methodology and the author's response. The Zeuthen Lecture Book series is sponsored by the Institute of Economics at the University of Copenhagen.

Models of Bounded Rationality

Models of Bounded Rationality PDF Author: Univ Of Chicago
Publisher: Mit Press
ISBN: 9780262519434
Category : Business & Economics
Languages : en
Pages : 336

Get Book Here

Book Description
Offering alternative models based on such concepts as satisficing(acceptance of viable choices that may not be the undiscoverableoptimum) and bounded rationality (the limited extent to which rationalcalculation can direct human behavior), Simon shows concretely whymore empirical research based on experiments and direct observation, rather than just statistical analysis of economic aggregates, isneeded.

Bounded Rationality and Industrial Organization

Bounded Rationality and Industrial Organization PDF Author: Ran Spiegler
Publisher: OUP USA
ISBN: 0195398718
Category : Business & Economics
Languages : en
Pages : 235

Get Book Here

Book Description
Ît then rigorously analyses each model in the tradition of microeconomic theory, leading to a richer, more realistic picture of consumer behavior. Ran Spiegler analyses phenomena such as exploitative price plans in the credit market, complexity of financial products and other obfuscation practices, consumer antagonism to unexpected price increases, and the role of default options in consumer decision making. Spiegler unifies the relevant literature into three main strands: limited ability to anticipate and control future choices, limited ability to understand complex market environments, and sensitivity to reference points. Although the challenge of enriching the psychology of decision makers in economic models has been at the frontier of theoretical research in the last decade, there has been no graduate-level, theory-oriented textbook to cover developments in the last 10-15 years.

Routledge Handbook of Bounded Rationality

Routledge Handbook of Bounded Rationality PDF Author: Riccardo Viale
Publisher: Routledge
ISBN: 1317330803
Category : Business & Economics
Languages : en
Pages : 681

Get Book Here

Book Description
Herbert Simon’s renowned theory of bounded rationality is principally interested in cognitive constraints and environmental factors and influences which prevent people from thinking or behaving according to formal rationality. Simon’s theory has been expanded in numerous directions and taken up by various disciplines with an interest in how humans think and behave. This includes philosophy, psychology, neurocognitive sciences, economics, political science, sociology, management, and organization studies. The Routledge Handbook of Bounded Rationality draws together an international team of leading experts to survey the recent literature and the latest developments in these related fields. The chapters feature entries on key behavioural phenomena, including reasoning, judgement, decision making, uncertainty, risk, heuristics and biases, and fast and frugal heuristics. The text also examines current ideas such as fast and slow thinking, nudge, ecological rationality, evolutionary psychology, embodied cognition, and neurophilosophy. Overall, the volume serves to provide the most complete state-of-the-art collection on bounded rationality available. This book is essential reading for students and scholars of economics, psychology, neurocognitive sciences, political sciences, and philosophy.

Models of a Man

Models of a Man PDF Author: Mie Augier
Publisher: MIT Press
ISBN: 0262546493
Category : Social Science
Languages : en
Pages : 582

Get Book Here

Book Description
Essays that pay tribute to the wide-ranging influence of the late Herbert Simon, by friends and colleagues. Herbert Simon (1916-2001), in the course of a long and distinguished career in the social and behavioral sciences, made lasting contributions to many disciplines, including economics, psychology, computer science, and artificial intelligence. In 1978 he was awarded the Nobel Prize in economics for his research into the decision-making process within economic organizations. His well-known book The Sciences of the Artificial addresses the implications of the decision-making and problem-solving processes for the social sciences. This book (the title is a variation on the title of Simon's autobiography, Models of My Life) is a collection of short essays, all original, by colleagues from many fields who felt Simon's influence and mourn his loss. Mixing reminiscence and analysis, the book represents "a small acknowledgment of a large debt." Each of the more than forty contributors was asked to write about the one work by Simon that he or she had found most influential. The editors then grouped the essays into four sections: "Modeling Man," "Organizations and Administration," "Modeling Systems," and "Minds and Machines." The contributors include such prominent figures as Kenneth Arrow, William Baumol, William Cooper, Gerd Gigerenzer, Daniel Kahneman, David Klahr, Franco Modigliani, Paul Samuelson, and Vernon Smith. Although they consider topics as disparate as "Is Bounded Rationality Unboundedly Rational?" and "Personal Recollections from 15 Years of Monthly Meetings," each essay is a testament to the legacy of Herbert Simon—to see the unity rather than the divergences among disciplines.

Models of Bounded Rationality and Mechanism Design

Models of Bounded Rationality and Mechanism Design PDF Author: Jacob Glazer
Publisher: World Scientific Publishing Company
ISBN: 9813141336
Category : Business & Economics
Languages : en
Pages : 153

Get Book Here

Book Description
This book brings together the authors' joint papers from over a period of more than twenty years. The collection includes seven papers, each of which presents a novel and rigorous model in Economic Theory. All of the models are within the domain of implementation and mechanism design theories. These theories attempt to explain how incentive schemes and organizations can be designed with the goal of inducing agents to behave according to the designer's (principal's) objectives. Most of the literature assumes that agents are fully rational. In contrast, the authors inject into each model an element which conflicts with the standard notion of full rationality, demonstrating how such elements can dramatically change the mechanism design problem. Although all of the models presented in this volume touch on mechanism design issues, it is the formal modeling of bounded rationality that the authors are most interested in. A model of bounded rationality signifies a model that contains a procedural element of reasoning that is not consistent with full rationality. Rather than looking for a canonical model of bounded rationality, the articles introduce a variety of modeling devices that will capture procedural elements not previously considered, and which alter the analysis of the model. The book is a journey into the modeling of bounded rationality. It is a collection of modeling ideas rather than a general alternative theory of implementation.

Models of My Life

Models of My Life PDF Author: Herbert A. Simon
Publisher: MIT Press
ISBN: 026269185X
Category : Biography & Autobiography
Languages : en
Pages : 463

Get Book Here

Book Description
In this candid and witty autobiography, Nobel laureate Herbert A. Simon looks at his distinguished and varied career, continually asking himself whether (and how) what he learned as a scientist helps to explain other aspects of his life. A brilliant polymath in an age of increasing specialization, Simon is one of those rare scholars whose work defines fields of inquiry. Crossing disciplinary lines in half a dozen fields, Simon's story encompasses an explosion in the information sciences, the transformation of psychology by the information-processing paradigm, and the use of computer simulation for modeling the behavior of highly complex systems. Simon's theory of bounded rationality led to a Nobel Prize in economics, and his work on building machines that think—based on the notion that human intelligence is the rule-governed manipulation of symbols—laid conceptual foundations for the new cognitive science. Subsequently, contrasting metaphors of the maze (Simon's view) and of the mind (neural nets) have dominated the artificial intelligence debate. There is also a warm account of his successful marriage and of an unconsummated love affair, letters to his children, columns, a short story, and political and personal intrigue in academe.

Bounded Rationality

Bounded Rationality PDF Author: Gerd Gigerenzer
Publisher: MIT Press
ISBN: 9780262571647
Category : Business & Economics
Languages : en
Pages : 404

Get Book Here

Book Description
In a complex and uncertain world, humans and animals make decisions under the constraints of limited knowledge, resources, and time. Yet models of rational decision making in economics, cognitive science, biology, and other fields largely ignore these real constraints and instead assume agents with perfect information and unlimited time. About forty years ago, Herbert Simon challenged this view with his notion of "bounded rationality." Today, bounded rationality has become a fashionable term used for disparate views of reasoning. This book promotes bounded rationality as the key to understanding how real people make decisions. Using the concept of an "adaptive toolbox," a repertoire of fast and frugal rules for decision making under uncertainty, it attempts to impose more order and coherence on the idea of bounded rationality. The contributors view bounded rationality neither as optimization under constraints nor as the study of people's reasoning fallacies. The strategies in the adaptive toolbox dispense with optimization and, for the most part, with calculations of probabilities and utilities. The book extends the concept of bounded rationality from cognitive tools to emotions; it analyzes social norms, imitation, and other cultural tools as rational strategies; and it shows how smart heuristics can exploit the structure of environments.

Toward Behavioral Transaction Cost Economics

Toward Behavioral Transaction Cost Economics PDF Author: George Z. Peng
Publisher: Springer Nature
ISBN: 303046878X
Category : Business & Economics
Languages : en
Pages : 386

Get Book Here

Book Description
Adopting a critical realist position, this book renders transaction cost economics (TCE) into a behavioral theory of organizational decision-making by foregrounding psychological processes and introducing and integrating with effectuation theory. Consistent with its behavioral agenda, the book introduces the concept of uncertainty controllability and provides a clearer conceptualization and a novel modeling strategy of bounded rationality based on the conceptual separation of cognitive bounds from psychological ‘rationalizing.’ The book inspires new insights into the significance of cultural distance (CD). Based on the understanding that culture is socially-extended cognition, the author re-conceptualizes CD as reflecting cognitive bounds, and uses the biases arising from CD to contextualize effectuation and deepen the flat ontology of both TCE and effectuation theory. The book presents a full two-sided behavioral framework of organizational decision-making, with behavioral TCE and behavioral real options theory complementing each other to complete the full behavioral picture. Both sides are further linked to organizational learning, which reduces biases over time and thus drives governance structures toward more rational directions. The full framework uses prospect theory as the overarching theory that determines which side of the behavioral framework is relevant for the uncertainty of concern based on the different problem frames resulting from different degrees of uncertainty controllability. Because effectuation can take place on both sides of the framework based on competing risk logics, prospect theory serves to harmonize inconsistencies in the effectuation literature as a side note. This book applies the behavioral TCE side of the framework to the study of MNC subsidiary ownership decision-making process using a dataset of over 10,000 Japanese subsidiaries founded in 43 host countries. It concludes with a discussion of implications and future directions for TCE in general and international business in particular.

Computational Techniques for Modelling Learning in Economics

Computational Techniques for Modelling Learning in Economics PDF Author: Thomas Brenner
Publisher: Springer Science & Business Media
ISBN: 1461550297
Category : Business & Economics
Languages : en
Pages : 392

Get Book Here

Book Description
Computational Techniques for Modelling Learning in Economics offers a critical overview of the computational techniques that are frequently used for modelling learning in economics. It is a collection of papers, each of which focuses on a different way of modelling learning, including the techniques of evolutionary algorithms, genetic programming, neural networks, classifier systems, local interaction models, least squares learning, Bayesian learning, boundedly rational models and cognitive learning models. Each paper describes the technique it uses, gives an example of its applications, and discusses the advantages and disadvantages of the technique. Hence, the book offers some guidance in the field of modelling learning in computation economics. In addition, the material contains state-of-the-art applications of the learning models in economic contexts such as the learning of preference, the study of bidding behaviour, the development of expectations, the analysis of economic growth, the learning in the repeated prisoner's dilemma, and the changes of cognitive models during economic transition. The work even includes innovative ways of modelling learning that are not common in the literature, for example the study of the decomposition of task or the modelling of cognitive learning.