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Author: Thomas Gilovich
Publisher: Cambridge University Press
ISBN: 9780521796798
Category : Education
Languages : en
Pages : 884
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Book Description
This book, first published in 2002, compiles psychologists' best attempts to answer important questions about intuitive judgment.
Author: Thomas Gilovich
Publisher: Cambridge University Press
ISBN: 9780521796798
Category : Education
Languages : en
Pages : 884
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Book Description
This book, first published in 2002, compiles psychologists' best attempts to answer important questions about intuitive judgment.
Author: Gerd Gigerenzer
Publisher: Oxford University Press
ISBN: 0190286768
Category : Psychology
Languages : en
Pages : 438
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Book Description
Simple Heuristics That Make Us Smart invites readers to embark on a new journey into a land of rationality that differs from the familiar territory of cognitive science and economics. Traditional views of rationality tend to see decision makers as possessing superhuman powers of reason, limitless knowledge, and all of eternity in which to ponder choices. To understand decisions in the real world, we need a different, more psychologically plausible notion of rationality, and this book provides it. It is about fast and frugal heuristics--simple rules for making decisions when time is pressing and deep thought an unaffordable luxury. These heuristics can enable both living organisms and artificial systems to make smart choices, classifications, and predictions by employing bounded rationality. But when and how can such fast and frugal heuristics work? Can judgments based simply on one good reason be as accurate as those based on many reasons? Could less knowledge even lead to systematically better predictions than more knowledge? Simple Heuristics explores these questions, developing computational models of heuristics and testing them through experiments and analyses. It shows how fast and frugal heuristics can produce adaptive decisions in situations as varied as choosing a mate, dividing resources among offspring, predicting high school drop out rates, and playing the stock market. As an interdisciplinary work that is both useful and engaging, this book will appeal to a wide audience. It is ideal for researchers in cognitive psychology, evolutionary psychology, and cognitive science, as well as in economics and artificial intelligence. It will also inspire anyone interested in simply making good decisions.
Author: Mark Kelman
Publisher: Oxford University Press
ISBN: 0199842469
Category : Law
Languages : en
Pages : 336
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Book Description
All of us use heuristics--that is, we reach conclusions using shorthand cues without using or analyzing all of the available information. Heuristics pervade all aspects of life, from the most mundane practices to more important ones, like economic decision making and politics. People may decide how fast to drive merely by mimicking others around them or decide in which safety project to invest public resources based on the past disasters most readily called to mind. Not surprisingly, opinions vary about our tendency to use heuristics. The 'heuristics and biases' school argues that the practice often leads to outcomes that are not ideal: people act on too little information, make incorrect assumptions, and don't understand the consequences of their actions. The 'fast and frugal' school contends that while mistakes will inevitably occur, the benefits generally outweigh the costs--not only because using heuristics enables us to reach judgments given realistic constraints of time and attention, but because heuristics users often outperform those using more conventionally rational methods. In The Heuristics Debate, Mark Kelman takes a step back from the chaos of competing academic debates to consider what we have learned--and still need to learn--about the way people actually make decisions. In doing so, Kelman uncovers a powerful tool for understanding the relationship between human reasoning and public policy. Can we figure out more optimal modes of disclosure to consumers or better rules of evidence and jury instructions if we understand more accurately how people process information? Can we figure out how best to increase compliance with law if we understand how people make decisions about whether or not to comply? Alongside a penetrating analysis of the various schools of thought on heuristics, Kelman offers a comprehensive account of how distinct conceptions of the role and nature of heuristic reasoning shape--and misshape--law and policy in America. The Heuristics Debate is a groundbreaking work that will change how we think about the relationship between human psychology, the law, and public policy.
Author: Judea Pearl
Publisher: Addison Wesley Publishing Company
ISBN:
Category : Computers
Languages : en
Pages : 406
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Book Description
Problem-solving strartegies and the nature of Heuristic informatio n.Heuristics and problem representations. Basic Heuristic-Search procedures. Formal properties of Heuristic methods. Heuristics viewed as information provided by simplified models. Performance analysis of Heuristic methods. Abstract models for quantitative performace analysis. Complexity versus precision of admissible Heuristics. Searching with nonadmissible Heuristics. Game-playing programs. Strategies and models for game-playing programs. Performace analysis for game-searching strategies. Decision quality in game searching. Bibliography. Index.
Author: Zbigniew Michalewicz
Publisher: Springer Science & Business Media
ISBN: 3662078074
Category : Computers
Languages : en
Pages : 560
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Book Description
No pleasure lasts long unless there is variety in it. Publilius Syrus, Moral Sayings We've been very fortunate to receive fantastic feedback from our readers during the last four years, since the first edition of How to Solve It: Modern Heuristics was published in 1999. It's heartening to know that so many people appreciated the book and, even more importantly, were using the book to help them solve their problems. One professor, who published a review of the book, said that his students had given the best course reviews he'd seen in 15 years when using our text. There can be hardly any better praise, except to add that one of the book reviews published in a SIAM journal received the best review award as well. We greatly appreciate your kind words and personal comments that you sent, including the few cases where you found some typographical or other errors. Thank you all for this wonderful support.
Author: Gerd Gigerenzer
Publisher: OUP USA
ISBN: 9780199744282
Category : Psychology
Languages : en
Pages : 0
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Book Description
This book compiles key articles of the simple heuristics program published across journals in different disciplines. It introduces the evolution and structure of the program, and puts each of the articles into context by short introductions. These articles present theory, real-world applications, and a sample of the large number of existing experimental studies that provide evidence for people's adaptive use of heuristics.
Author: Arthur J. Riel
Publisher: Addison-Wesley Professional
ISBN:
Category : Computers
Languages : en
Pages : 410
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Book Description
This tutorial-based approach, born out of the author's extensive experience developing software, teaching thousands of students, and critiquing designs in a variety of domains, allows you to apply the guidelines in a personalized manner.
Author: Daniel Kahneman
Publisher: Cambridge University Press
ISBN: 9780521284141
Category : Psychology
Languages : en
Pages : 574
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Book Description
Thirty-five chapters describe various judgmental heuristics and the biases they produce, not only in laboratory experiments, but in important social, medical, and political situations as well. Most review multiple studies or entire subareas rather than describing single experimental studies.
Author: Franz Rothlauf
Publisher: Springer Science & Business Media
ISBN: 3540729623
Category : Computers
Languages : en
Pages : 268
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Book Description
Most textbooks on modern heuristics provide the reader with detailed descriptions of the functionality of single examples like genetic algorithms, genetic programming, tabu search, simulated annealing, and others, but fail to teach the underlying concepts behind these different approaches. The author takes a different approach in this textbook by focusing on the users' needs and answering three fundamental questions: First, he tells us which problems modern heuristics are expected to perform well on, and which should be left to traditional optimization methods. Second, he teaches us to systematically design the "right" modern heuristic for a particular problem by providing a coherent view on design elements and working principles. Third, he shows how we can make use of problem-specific knowledge for the design of efficient and effective modern heuristics that solve not only small toy problems but also perform well on large real-world problems. This book is written in an easy-to-read style and it is aimed at students and practitioners in computer science, operations research and information systems who want to understand modern heuristics and are interested in a guide to their systematic design and use. This book is written in an easy-to-read style and it is aimed at students and practitioners in computer science, operations research and information systems who want to understand modern heuristics and are interested in a guide to their systematic design and use. This book is written in an easy-to-read style and it is aimed at students and practitioners in computer science, operations research and information systems who want to understand modern heuristics and are interested in a guide to their systematic design and use.
Author: Nevine Sultan
Publisher: SAGE Publications
ISBN: 1506355471
Category : Social Science
Languages : en
Pages : 322
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Book Description
Focused on exploring human experience from an authentic researcher perspective, Heuristic Inquiry: Researching Human Experience Holistically presents heuristic inquiry as a unique phenomenological, experiential, and relational approach to qualitative research that is also rigorous and evidence-based. Nevine Sultan describes a distinguishing perspective of this research that treats participants not as subjects of research but rather as co-researchers in an exploratory process marked by genuineness and intersubjectivity. Through the use of real-life examples illustrating the various processes of heuristic research, the book offers an understanding of heuristic inquiry that is straightforward and informal yet honors its creative, intuitive, and poly-dimensional nature.
