BOOKS - PROGRAMMING - Introduction to Property Testing
Introduction to Property Testing - Oded Goldreich 2017 PDF | DJVU Cambridge University Press BOOKS PROGRAMMING
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Introduction to Property Testing
Author: Oded Goldreich
Year: 2017
Pages: 469
Format: PDF | DJVU
File size: 10.47 MB
Language: ENG



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Book Description: Introduction to Property Testing Oded Goldreich 2017 Pages: 469 Cambridge University Press Summary: Introduction to Property Testing is a comprehensive guide to understanding the process of technological evolution and its impact on modern knowledge. The book explores the need and possibility of developing a personal paradigm for perceiving the technological process, highlighting the importance of studying and understanding the evolution of technology in order to ensure the survival of humanity and unity in a warring world. The book focuses on the concept of property testing, which involves the design of algorithms for analyzing large quantities of data to uncover global features such as determining whether the data has a particular property or estimating global parameters. The author emphasizes the significance of going beyond simple statistics to understand the underlying properties and parameters of data. The book provides an extensive overview of algorithmic techniques for designing and analyzing tests for algebraic properties of Boolean functions, graph properties, and distribution properties. It offers a wide range of methodologies for property testing, making it an indispensable resource for anyone looking to gain a deeper understanding of the subject.
Введение в тестирование свойств Oded Goldreich 2017 Страницы: 469 Резюме прессы Кембриджского университета: Введение в тестирование свойств - это всеобъемлющее руководство по пониманию процесса технологической эволюции и его влияния на современные знания. В книге исследуется необходимость и возможность выработки личностной парадигмы восприятия технологического процесса, подчеркивается важность изучения и понимания эволюции технологий с целью обеспечения выживания человечества и единства в воюющем мире. Книга посвящена концепции тестирования свойств, которая включает в себя разработку алгоритмов для анализа больших объемов данных для выявления глобальных особенностей, таких как определение того, имеют ли данные конкретное свойство или оценка глобальных параметров. Автор подчеркивает важность выхода за рамки простой статистики для понимания базовых свойств и параметров данных. В книге представлен обширный обзор алгоритмических методов проектирования и анализа тестов алгебраических свойств булевых функций, свойств графов и свойств распределения. Он предлагает широкий спектр методологий для тестирования свойств, что делает его незаменимым ресурсом для всех, кто хочет получить более глубокое понимание предмета.
Introduzione al test delle informazioni Oded Goldreich 2017 Pagine: 469 Riepilogo della stampa dell'Università di Cambridge: Introduzione ai test delle informazioni è una guida completa per comprendere l'evoluzione tecnologica e l'impatto che essa ha sulle conoscenze moderne. Il libro esamina la necessità e la possibilità di sviluppare un paradigma personale della percezione del processo tecnologico, sottolinea l'importanza di studiare e comprendere l'evoluzione della tecnologia per garantire la sopravvivenza dell'umanità e dell'unità nel mondo in guerra. Il libro è incentrato sul concetto di test delle proprietà, che include lo sviluppo di algoritmi per l'analisi di grandi quantità di dati per identificare le caratteristiche globali, ad esempio se i dati hanno una specifica proprietà o una valutazione dei parametri globali. L'autore sottolinea l'importanza di andare oltre la semplice statistica per comprendere le proprietà di base e i parametri dei dati. Il libro fornisce una panoramica completa delle tecniche algoritmiche di progettazione e analisi dei test delle proprietà algebriche delle funzioni di bollo, le proprietà dei grafici e le proprietà della distribuzione. Offre una vasta gamma di metodologie per testare le proprietà, rendendolo una risorsa indispensabile per tutti coloro che vogliono ottenere una maggiore comprensione della materia.
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Property Testing Oded Goldreich 2017 Pages: 469ケンブリッジ大学プレス概要:Property Testingは、技術進化の過程と現在の知識への影響を理解するための包括的なガイドです。この本は、技術プロセスの認識のための個人的なパラダイムを開発する必要性と可能性を探求し、人類の生存と戦争世界での統一を確保するために、技術の進化を研究し理解することの重要性を強調しています。この本では、プロパティテストの概念に焦点を当てています。これには、データに特定のプロパティがあるかどうか、またはグローバルパラメータの推定値など、グローバルな特徴を識別するための大量のデータを分析するアルゴリズムの開発が含まれます。著者は、データの基本的な特性とパラメータを理解するために、単純な統計を超えて行くことの重要性を強調しています。本書では、ブール関数の代数特性、グラフ特性、分布特性のテストを設計および分析するためのアルゴリズム手法の広範な概要を説明します。物件検査のための幅広い方法論を提供しており、被験者の理解を深めるために必要なリソースとなっています。

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