Automatic Discovery of Heuristics for Nondeterministic Programs From Sample

Idioma: inglés

Editorial: Forgotten Books, 2024

1334237387 / 9781334237386

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Librería: Forgotten Books, London, Reino UnidoForgotten Books

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Vendedor de IberLibro desde 2 de junio de 2021

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Descripción del artículo del vendedor

Print on Demand. This book delves into the fascinating field of artificial intelligence, specifically focusing on the challenge of encoding knowledge into computer programs. The author examines how to represent information in a way that allows for both flexibility and efficiency, a problem that has been central to AI research for decades. The book draws upon the work of pioneers in the field like Winograd, Sickel, and Davis, who have explored various approaches to incorporating procedural knowledge into primarily declarative frameworks. The author argues that automatic inference of control information from declarative programs is a promising avenue for improving the performance of AI systems. This approach involves analyzing the behavior of programs on sample inputs and then using this analysis to generate rules that guide future decisions. The book focuses on a technique for enhancing the efficiency of nondeterministic programs by analyzing their behavior on sample inputs. The author presents a sample problem, a jigsaw puzzle, and explains how this problem can be represented using a production system. Through this example, the author demonstrates how to improve the performance of a nondeterministic program by automatically inferring simple heuristics that guide its actions. The book explores a language called CRAPS, designed for describing and generating such heuristics. The author discusses the development of meta-rules, which serve as a "fine-tuning" mechanism to correct any inaccuracies in the automatically generated heuristics. This book offers valuable insights into the intricate problem of building AI systems that can effectively learn and adapt from experience, a crucial step towards creating more intelligent and capable machines. This book is a reproduction of an important historical work, digitally reconstructed using state-of-the-art technology to preserve the original format. In rare cases, an imperfection in the original, such as a blemish or missing page, may be replicated in the book.…

N° de ref. del artículo 9781334237386_0

Título
Automatic Discovery of Heuristics for Nondeterministic Programs From Sample
Autor
Salvatore J. Stolfo
Editorial
Forgotten Books
Año de publicación
2024
Estado
New
Tipo de libro
print-on-demand item
Encuadernación
Paperback
Idioma
inglés
ISBN 10
1334237387
ISBN 13
9781334237386
Catálogos de vendedores
Hobbies and Craft

Forgotten Books

London, Reino Unido

Vendedor de 5 estrellas

Vendedor de IberLibro desde 2 de junio de 2021

Tarifas de envío de Reino Unido a Estados Unidos de America

ArtículoDe 5 a 10 días hábilesDe 5 a 10 días hábiles
Primer artículoEUR 0,00EUR 0,00
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Descripción de la tienda

Forgotten Books’ Classic Reprint Series utilizes the latest technology to regenerate facsimiles of historically important writings. Careful attention has been made to accurately preserve the original format of each page whilst digitally enhancing the quality of the aged text.

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FB &c Ltd

Dalton House, 60 Windsor Avenue
London, Reino Unido SW19 2RR