Artificial Intelligence and Problem Solving

Artificial Intelligence and Problem Solving PDF

Author: Danny Kopec

Publisher: Mercury Learning and Information

Published: 2016-06-09

Total Pages: 350

ISBN-13: 1944534687

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This book lends insight into solving some well-known AI problems using the most efficient problem-solving methods by humans and computers. The book discusses the importance of developing critical-thinking methods and skills, and develops a consistent approach toward each problem. This book assembles in one place a set of interesting and challenging AI–type problems that students regularly encounter in computer science, mathematics, and AI courses. These problems are not new, and students from all backgrounds can benefit from the kind of deductive thinking that goes into solving them. The book is especially useful as a companion to any course in computer science or mathematics where there are interesting problems to solve. Features: •Addresses AI and problem-solving from different perspectives •Covers classic AI problems such as Sudoku, Map Coloring, Twelve Coins, Red Donkey, Cryptarithms, Monte Carlo Methods, Rubik’s Cube, Missionaries/Cannibals, Knight’s Tour, Monty Hall, and more •Includes a companion disc with source code, solutions, figures, and more •Offers playability sites where students can exercise the process of developing their solutions •Describes problem-solving methods that might be applied to a variety of situations eBook Customers: Companion files are available for downloading with order number/proof of purchase by writing to the publisher at [email protected].

Complex Problem Solving

Complex Problem Solving PDF

Author: Peter A. Frensch

Publisher: Psychology Press

Published: 2014-04-04

Total Pages: 364

ISBN-13: 1317781392

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This volume presents a state-of-the-science review of the most promising current European research -- and its historic roots of research -- on complex problem solving (CPS) in Europe. It is an attempt to close the knowledge gap among American scholars regarding the European approach to understanding CPS. Although most of the American researchers are well aware of the fact that CPS has been a very active research area in Europe for quite some time, they do not know any specifics about even the most important research. Part of the reason for this lack of knowledge is undoubtedly the fact that European researchers -- for the most part -- have been rather reluctant to publish their work in English-language journals. The book concentrates on European research because the basic approach European scholars have taken to studying CPS is very different from one taken by North American researchers. Traditionally, American scholars have been studying CPS in "natural" domains -- physics, reading, writing, and chess playing -- concentrating primarily on exploring novice-expert differences and the acquisition of a complex skill. European scholars, in contrast, have been primarily concerned with problem solving behavior in artificially generated, mostly computerized, complex systems. While the American approach has the advantage of high external validity, the European approach has the advantage of system variables that can be systematically manipulated to reveal the effects of system parameters on CPS behavior. The two approaches are thus best viewed as complementing each other. This volume contains contributions from four European countries -- Sweden, Switzerland, Great Britain, and Germany. As such, it accurately represents the bulk of empirical research on CPS which has been conducted in Europe. An international cooperation started two years ago with the goal of bringing the European research on complex problem solving to the awareness of American scholars. A direct result of that effort, the contributions to this book are both informative and comprehensive.

Thinking and Problem Solving

Thinking and Problem Solving PDF

Author: Robert J. Sternberg

Publisher:

Published: 1994

Total Pages: 498

ISBN-13:

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Thinking and Problem-Solving presents a comprehensive and up-to-date review of literature on cognition, reasoning, intelligence, and other formative areas specific to this field. Written for advanced undergraduates, researchers, and academics, this volume is a necessary reference for beginning and established investigators in cognitive and educational psychology. Thinking and Problem-Solving provides insight into questions such as: how do people solve complex problems in mathematics and everyday life? How do we generate new ideas? How do we piece together clues to solve a mystery, categorize novel events, and teach others to do the same?

Problem Solving and Intelligence

Problem Solving and Intelligence PDF

Author: Helga A. H. Rowe

Publisher: Taylor & Francis

Published: 2024-03-08

Total Pages: 407

ISBN-13: 1003827632

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Originally published in 1985, Problem Solving and Intelligence was the result of the author’s efforts to understand the nature of human intelligence and the differences in the cognitive functioning of individuals which we observe again and again. The book contains two types of material. First it presents an overview of major contributions to the conceptualization and investigation of problem solving and intelligence, which was derived from the extensive, largely non-cumulative literature at the time. Second it reports a comprehensive, empirical study of the manifestation of intelligence in problem solving. The subject matter was at the interface of three traditional areas of psychological inquiry: namely, the study of cognitive processes, individual differences, and the characteristics of the stimulus. What was innovative is that intellectual performance is investigated in relation to the simultaneous operation of variables from these dimensions. The book was intended, primarily, as a contribution to the understanding and investigation of the nature of intelligent behavior, as well as an introduction to intelligence and problem solving. Today it can be read and enjoyed in its historical context.

Beyond IQ

Beyond IQ PDF

Author: Garth Sundem

Publisher: Crown

Published: 2014-07-22

Total Pages: 242

ISBN-13: 0770435971

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Forget the IQ tests and tweak those parts of intelligence that matter most to real world success. Sure, having a high IQ is great. But surprisingly, science shows that mental abilities not captured in IQ tests can have the most impact in the real world—attributes like creativity, willpower, emotional intelligence, and intuition. And yes—you can train those skills. In these pages, journalist Garth Sundem draws on interviews with psychology’s top experts and the latest research to show you how. Beyond IQ is a new kind of braintraining guide, one packed with useful, engaging exercises scientifically shown to help you make the most of the brain you've got in the arena that matters most—life!" BEYOND IQ is filled with simple pen-and-paper exercises that will help you: --teach your mind to hear that "eureka" moment of insight --improve your problem-solving skills --use divergent thinking to boost your creativity --retrain your intuition to become more trustworthy --avoid the cognitive "blinkering" that too often comes with expertise --expand your working memory --practice your performance under pressure --improve your pattern-recognition skills --sharpen your emotional intelligence --strengthen your willpower And more!