Heuristics

📒Heuristics And Biases ✍ Thomas Gilovich

Heuristics And Biases PDF
✏Book Title : Heuristics and Biases
✏Author : Thomas Gilovich
✏Publisher : Cambridge University Press
✏Release Date : 2002-07-08
✏Pages : 857
✏ISBN : 0521796792
✏Available Language : English, Spanish, And French

✏Heuristics and Biases Book Summary : This book, first published in 2002, compiles psychologists' best attempts to answer important questions about intuitive judgment.

📒Judgment Under Uncertainty ✍ Daniel Kahneman

Judgment Under Uncertainty PDF
✏Book Title : Judgment Under Uncertainty
✏Author : Daniel Kahneman
✏Publisher : Cambridge University Press
✏Release Date : 1982-04-30
✏Pages : 555
✏ISBN : 0521284147
✏Available Language : English, Spanish, And French

✏Judgment Under Uncertainty Book Summary : The thirty-five chapters in this book describe various judgmental heuristics and the biases they produce, not only in laboratory experiments but in important social, medical, and political situations as well. Individual chapters discuss the representativeness and availability heuristics, problems in judging covariation and control, overconfidence, multistage inference, social perception, medical diagnosis, risk perception, and methods for correcting and improving judgments under uncertainty. About half of the chapters are edited versions of classic articles; the remaining chapters are newly written for this book. Most review multiple studies or entire subareas of research and application rather than describing single experimental studies. This book will be useful to a wide range of students and researchers, as well as to decision makers seeking to gain insight into their judgments and to improve them.

📒Heuristics ✍ Judea Pearl

Heuristics PDF
✏Book Title : Heuristics
✏Author : Judea Pearl
✏Publisher : Addison-Wesley
✏Release Date : 1984
✏Pages : 382
✏ISBN : UOM:39015047795607
✏Available Language : English, Spanish, And French

✏Heuristics Book Summary : 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.

📒121 Heuristics For Solving Problems ✍ Marco Aurelio de Carvalho

121 Heuristics For Solving Problems PDF
✏Book Title : 121 Heuristics for Solving Problems
✏Author : Marco Aurelio de Carvalho
✏Publisher : Lulu.com
✏Release Date : 2004-11-01
✏Pages : 346
✏ISBN : 9781411616899
✏Available Language : English, Spanish, And French

✏121 Heuristics for Solving Problems Book Summary : Creative solutions are easily recognizable, after they have been created. But how to attain them? This book is about a promising approach to creative problem solving - the use of heuristics. The main purpose of an heuristic is to make problem solving more efficient, by making past experience - which could guide the generation of new solutions - promptly available. The heuristic approach is widely used in TRIZ (the Theory of Inventive Problem Solving), which is becoming increasingly popular worldwide. Successful results of using heuristics have been reported by companies such as ABB, Bosch, General Motors, Ford, Mitsubishi, Philips, Siemens, among others. With this book, the reader will be able to: - Understand the 121 Heuristics for problem solving, both from their descriptions and from selected examples; - Find the more promising Heuristic(s) for the solution of his/her problems; - Apply the heuristics and find creative solutions to his/her problems.

📒Heuristics And The Law ✍ Gerd Gigerenzer

Heuristics And The Law PDF
✏Book Title : Heuristics and the Law
✏Author : Gerd Gigerenzer
✏Publisher : MIT Press
✏Release Date : 2006
✏Pages : 485
✏ISBN : 9780262072755
✏Available Language : English, Spanish, And French

✏Heuristics and the Law Book Summary : "Report of the 94th Dahlem Workshop on Heuristics and the Law, Berlin, June 6-11, 2004"--Page ii.

Design Of Modern Heuristics PDF
✏Book Title : Design of Modern Heuristics
✏Author : Franz Rothlauf
✏Publisher : Springer Science & Business Media
✏Release Date : 2011-07-17
✏Pages : 267
✏ISBN : 9783540729624
✏Available Language : English, Spanish, And French

✏Design of Modern Heuristics Book Summary : 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.

📒Machine Learning Of Heuristics ✍ Donald Arthur Waterman

Machine Learning Of Heuristics PDF
✏Book Title : Machine Learning of Heuristics
✏Author : Donald Arthur Waterman
✏Publisher :
✏Release Date : 1968
✏Pages : 235
✏ISBN : STANFORD:36105025636924
✏Available Language : English, Spanish, And French

✏Machine Learning of Heuristics Book Summary : First, a method of representing heuristics as production rules is developed which facilitates dynamic manipulation of the heuristics by the program embodying them. This representation technique permits separation of the heuristics from the program proper, provides clear identification of individual heuristics, is compatible with generalization schemes, and expedites the process of obtaining decisions from the system. Second, procedures are developed which permit a problem-solving program employing heuristics in production rule form to learn to improve its performance by evaluating and modifying existing heuristics and hypothesizing new ones, either during a special training process or during normal program operation. Third, the abovementioned representation and learning techniques are reformulated in the light of existing stimulus-response theories of learning, and five different S-R models of human heuristic learning in problem-solving environments are constructed and examined in detail. Experimental designs for testing these information processing models are also proposed and discussed. Finally, the feasibility of using the aforementioned representation and learning techniques in a complex problem-solving situation is demonstrated by applying these techniques to the problem of making the bet decision in draw poker. This application, involving the construction of a computer program, demonstrates that few production rules or training trials are needed to produce a thorough and effective set of heuristics for draw poker. (Author).

📒How To Solve It Modern Heuristics ✍ Zbigniew Michalewicz

How To Solve It Modern Heuristics PDF
✏Book Title : How to Solve It Modern Heuristics
✏Author : Zbigniew Michalewicz
✏Publisher : Springer Science & Business Media
✏Release Date : 2004-09-21
✏Pages : 554
✏ISBN : 3540224947
✏Available Language : English, Spanish, And French

✏How to Solve It Modern Heuristics Book Summary : 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.

Theory Of Randomized Search Heuristics PDF
✏Book Title : Theory of Randomized Search Heuristics
✏Author : Anne Auger
✏Publisher : World Scientific
✏Release Date : 2011
✏Pages : 359
✏ISBN : 9789814282666
✏Available Language : English, Spanish, And French

✏Theory of Randomized Search Heuristics Book Summary : This volume covers both classical results and the most recent theoretical developments in the field of randomized search heuristics such as runtime analysis, drift analysis and convergence.

Hyper Heuristics Theory And Applications PDF
✏Book Title : Hyper Heuristics Theory and Applications
✏Author : Nelishia Pillay
✏Publisher : Springer
✏Release Date : 2018-10-05
✏Pages : 130
✏ISBN : 9783319965147
✏Available Language : English, Spanish, And French

✏Hyper Heuristics Theory and Applications Book Summary : This introduction to the field of hyper-heuristics presents the required foundations and tools and illustrates some of their applications. The authors organized the 13 chapters into three parts. The first, hyper-heuristic fundamentals and theory, provides an overview of selection constructive, selection perturbative, generation constructive and generation perturbative hyper-heuristics, and then a formal definition of hyper-heuristics. The chapters in the second part of the book examine applications of hyper-heuristics in vehicle routing, nurse rostering, packing and examination timetabling. The third part of the book presents advanced topics and then a summary of the field and future research directions. Finally the appendices offer details of the HyFlex framework and the EvoHyp toolkit, and then the definition, problem model and constraints for the most tested combinatorial optimization problems. The book will be of value to graduate students, researchers, and practitioners.