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Author: Publisher: ISBN: Category : Languages : en Pages : 144
Book Description
This document provides practical advice on how to improve V and V on Al projects. The question we attempt to answer is: How can I apply my knowledge of V and V practice to Al development, which seems very different from the examples from textbooks, and which cannot be easily mapped into the lifecycle models of the DOD standards? Part I lays a firm foundation by defining terms such as verification, validation, and artificial intelligence. Also, a new representation of system lifecycles is presented which we believe you will find useful in analyzing your organization's Al development efforts. In Part II the focus shifts to providing advice, with section addressed to project leaders, system specifiers's, designers, programmers, and documenters. Each role contributes in a different way to the overall V and V process, so we present a set of guidelines specific to each role. Part III is a collection of three appendices: (1) A user's manual for a software tool, ASP, developed under this contract which supports the V and V process by allowing programmers to better integrate formal testing with code development; (2) A glossary of V and V terms; and (3) A guide to commercially available CASE tools.
Author: Publisher: ISBN: Category : Languages : en Pages : 144
Book Description
This document provides practical advice on how to improve V and V on Al projects. The question we attempt to answer is: How can I apply my knowledge of V and V practice to Al development, which seems very different from the examples from textbooks, and which cannot be easily mapped into the lifecycle models of the DOD standards? Part I lays a firm foundation by defining terms such as verification, validation, and artificial intelligence. Also, a new representation of system lifecycles is presented which we believe you will find useful in analyzing your organization's Al development efforts. In Part II the focus shifts to providing advice, with section addressed to project leaders, system specifiers's, designers, programmers, and documenters. Each role contributes in a different way to the overall V and V process, so we present a set of guidelines specific to each role. Part III is a collection of three appendices: (1) A user's manual for a software tool, ASP, developed under this contract which supports the V and V process by allowing programmers to better integrate formal testing with code development; (2) A glossary of V and V terms; and (3) A guide to commercially available CASE tools.
Author: Anca Vermesan Publisher: Springer Science & Business Media ISBN: 1475769164 Category : Computers Languages : en Pages : 363
Book Description
Knowledge-based (KB) technology is being applied to complex problem-solving and critical tasks in many application domains. Concerns have naturally arisen as to the dependability of knowledge-based systems (KBS). As with any software, attention to quality and safety must be paid throughout development of a KBS and rigorous verification and validation (V&V) techniques must be employed. Research in V&V of KBS has emerged as a distinct field only in the last decade and is intended to address issues associated with quality and safety aspects of KBS and to credit such applications with the same degree of dependability as conventional applications. In recent years, V&V of KBS has been the topic of annual workshops associated with the main AI conferences, such as AAAI, IJACI and ECAI. Validation and Verification of Knowledge Based Systems contains a collection of papers, dealing with all aspects of KBS V&V, presented at the Fifth European Symposium on Verification and Validation of Knowledge Based Systems and Components (EUROVAV'99 - which was held in Oslo in the summer of 1999, and was sponsored by Det Norske Veritas and the British Computer Society's Specialist Group on Expert Systems (SGES).
Author: Brian J. Taylor Publisher: Springer Science & Business Media ISBN: 0387294856 Category : Computers Languages : en Pages : 280
Book Description
Neural networks are members of a class of software that have the potential to enable intelligent computational systems capable of simulating characteristics of biological thinking and learning. Currently no standards exist to verify and validate neural network-based systems. NASA Independent Verification and Validation Facility has contracted the Institute for Scientific Research, Inc. to perform research on this topic and develop a comprehensive guide to performing V&V on adaptive systems, with emphasis on neural networks used in safety-critical or mission-critical applications. Methods and Procedures for the Verification and Validation of Artificial Neural Networks is the culmination of the first steps in that research. This volume introduces some of the more promising methods and techniques used for the verification and validation (V&V) of neural networks and adaptive systems. A comprehensive guide to performing V&V on neural network systems, aligned with the IEEE Standard for Software Verification and Validation, will follow this book.
Author: David A. Vogel Publisher: Artech House ISBN: 1596934239 Category : Medical Languages : en Pages : 445
Book Description
HereOCOs the first book written specifically to help medical device and software engineers, QA and compliance professionals, and corporate business managers better understand and implement critical verification and validation processes for medical device software.Offering you a much broader, higher-level picture than other books in this field, this book helps you think critically about software validation -- to build confidence in your softwareOCOs safety and effectiveness. The book presents validation activities for each phase of the development lifecycle and shows: why these activities are important and add value; how to undertake them; and what outputs need to be created to document the validation process.From software embedded within medical devices, to software that performs as a medical device itself, this comprehensive book explains how properly handled validation throughout the development lifecycle can help bring medical devices to completion sooner, at higher quality, in compliance with regulations."
Author: Suzanne Smith Publisher: CRC Press ISBN: 149871935X Category : Computers Languages : en Pages : 224
Book Description
This book presents an innovative approach to verifying and validating rule-based expert systems. It features a complete set of techniques and tools that provide a more formal, objective, and automated means of carrying out verification and validation procedures. Many of the concepts behind these procedures have been adapted from conventional software, while others have required that new techniques or tools be created because of the uniqueness of rule-based expert systems. Verification and Validation of Rule-Based Expert Systems is a valuable reference for electrical engineers, software engineers, artificial intelligence experts, and computer scientists involved with object-oriented development, expert systems, and programming languages.
Author: Marc Ayel Publisher: ISBN: Category : Computers Languages : en Pages : 248
Book Description
Validation, Verification and Testing (VVT) are important and difficult to achieve for any software product--Knowledge-Based Systems (KBS) present particular problems, dealing as they do in probabilities, uncertainties and approximations. This collection of papers looks at current research and implementation issues; describes tools, techniques and validation and verification criteria; discusses particular projects; and includes a survey of developers.
Author: Marcus S. Fisher Publisher: Springer Science & Business Media ISBN: 0387479392 Category : Computers Languages : en Pages : 178
Book Description
This book fills the critical need for an in-depth technical reference providing the methods and techniques for building and maintaining confidence in many varities of system software. The intent is to help develop reliable answers to such critical questions as: 1) Are we building the right software for the need? and 2) Are we building the software right? Software Verification and Validation: An Engineering and Scientific Approach is structured for research scientists and practitioners in industry. The book is also suitable as a secondary textbook for advanced-level students in computer science and engineering.
Author: Robert O. Lewis Publisher: John Wiley & Sons ISBN: 9780471570110 Category : Computers Languages : en Pages : 388
Book Description
Comprehensive and up-to-date, it covers the most vital part of software development, independent verification and validation. Presents a variety of methods that will ensure better quality, performance, cost and reliability of technical products and systems. Features numerous hints, tips and instructions for better interaction between verification and validation personnel, development engineers and managers. Includes 8 case histories ranging from major engineering systems through information systems. Many of the principles involved also apply to computer hardware as well as the fields of science and engineering.
Author: 
Author: 
Author: Anca Vermesan
Author: Brian J. Taylor
Author: David A. Vogel
Author: Suzanne Smith
Author: D. J. Hand
Author: Marc Ayel
Author: Marcus S. Fisher
Author: W. Richards Adrion
Author: Robert O. Lewis