Bounded Rationality in Decision Making Under Uncertainty: Towards Optimal Granularity
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Lieferung aus: Italien, Lagernd, zzgl. Versandkosten.
This book addresses an intriguing question: are our decisions rational? It explains seemingly irrational human decision-making behavior by taking into account our limited ability to process information. It also shows with several examples that optimization under granularity restriction leads to observed human decision-making. Drawing on the Nobel-prize-winning studies by Kahneman and Tversky, researchers have found many examples of seemingly irrational decisions: e.g., we overestimate the probability of rare events. Our explanation is that since human abilities to process information are limited, we operate not with the exact values of relevant quantities, but with “granules” that contain these values. We show that optimization under such granularity indeed leads to observed human behavior. In particular, for the first time, we explain the mysterious empirical dependence of betting odds on actual probabilities. This book can be recommended to all students interested in human decision-making, to researchers whose work involves human decisions, and to practitioners who design and employ systems involving human decision-making —so that they can better utilize our ability to make decisions under uncertainty. Hard cover.

Lieferung aus: Vereinigte Staaten von Amerika, E-Book zum download.
Computers, This book addresses an intriguing question: are our decisions rational? It explains seemingly irrational human decision-making behavior by taking into account our limited ability to process information. It also shows with several examples that optimization under granularity restriction leads to observed human decision-making. Drawing on the Nobel-prize-winning studies by Kahneman and Tversky, researchers have found many examples of seemingly irrational decisions: e.g., we overestimate the probability of rare events. Our explanation is that since human abilities to process information are limited, we operate not with the exact values of relevant quantities, but with granules that contain these values. We show that optimization under such granularity indeed leads to observed human behavior. In particular, for the first time, we explain the mysterious empirical dependence of betting odds on actual probabilities. This book can be recommended to all students interested in human decision-making, to researchers whose work involves human decisions, and to practitioners who design and employ systems involving human decision-making so that they can better utilize our ability to make decisions under uncertainty. eBook.

Lieferung aus: Deutschland, Next Day, Versandkostenfrei.
Erscheinungsdatum: 18.08.2018, Medium: Taschenbuch, Einband: Kartoniert / Broschiert, Titel: Bounded Rationality in Decision Making Under Uncertainty: Towards Optimal Granularity, Auflage: Softcover reprint of the original 1st ed. 2018, Autor: Kreinovich, Vladik // Lorkowski, Joe, Verlag: Springer International Publishing, Sprache: Englisch, Schlagworte: Künstliche Intelligenz, Rubrik: Technik allgemein, Seiten: 176, Informationen: Previously published in hardcover, Gewicht: 275 gr, Verkäufer: averdo.

Lieferung aus: Kanada, Lagernd, zzgl. Versandkosten.
Joe Lorkowski, Vladik Kreinovich, Books, Computers, Bounded Rationality In Decision Making Under Uncertainty: Towards Optimal Granularity, This book addresses an intriguing question: are our decisions rational? It explains seemingly irrational human decision-making behavior by taking into account our limited ability to process information. It also shows with several examples that optimization under granularity restriction leads to observed human decision-making. Drawing on the Nobel-prize-winning studies by Kahneman and Tversky, researchers have found many examples of seemingly irrational decisions: e.g., we overestimate the probability of rare events.Our explanation is that since human abilities to process information are limited, we operate not with the exact values of relevant quantities, but with "granules" that contain these values. We show that optimization under such granularity indeed leads to observed human behavior. In particular, for the first time, we explain the mysterious empirical dependence of betting odds on actual probabilities.This book can be recommended to all students interested in human decision-making, to researchers whose work involves human decisions, and to practitioners who design and employ systems involving human decision-making -so that they can better utilize our ability to make decisions under uncertainty.

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