Dominant Algorithms to Evaluate Artificial Intelligence:From the View of Throughput Model

Waymond Rodgers

• Publisher: Bentham Science Publishers
• Year: 2002
• Print ISBN: 9789815049565
• eBook ISBN: 9789815049541
• Topic: Computer Science
• Subtopic: Artificial Intelligence (AI) & Semantics
• Index: Computer Science

This book describes the Throughput Model methodology that can enable individuals and organizations to better identify, understand, and use algorithms to solve daily problems. The Throughput Model is a progressive model intended to advance the artificial intelligence (AI) field since it represents symbol manipulation in six algorithmic pathways that are theorized to mimic the essential pillars of human cognition, namely, perception, information, judgment, and decision choice. The six AI algorithmic pathways are (1) Expedient Algorithmic Pathway, (2) Ruling Algorithmic Guide Pathway, (3) Analytical Algorithmic Pathway, (4) Revisionist Algorithmic Pathway, (5) Value Driven Algorithmic Pathway, and (6) Global Perspective Algorithmic Pathway. As AI is increasingly employed for applications where decisions require explanations, the Throughput Model offers business professionals the means to look under the hood of AI and comprehend how those decisions are attained by organizations. Key Features: - Covers general concepts of Artificial intelligence and machine learning - Explains the importance of dominant AI algorithms for business and AI research - Provides information about 6 unique algorithmic pathways in the Throughput Model - Provides information to create a roadmap towards building architectures that combine the strengths of the symbolic approaches for analyzing big data - Explains how to understand the functions of an AI algorithm to solve problems and make good decisions - informs managers who are interested in employing ethical and trustworthiness features in systems. Dominant Algorithms to Evaluate Artificial Intelligence: From the view of Throughput Model is an informative reference for all professionals and scholars who are working on AI projects to solve a range of business and technical problems.

Table of contents

• Welcome
• Table of Content
• Title
• BENTHAM SCIENCE PUBLISHERS LTD.
• PREFACE
• ACKNOWLEDGEMENTS
• Introduction to Artificial Intelligence and Algorithms
• Understanding Throughput Decision-making Modeling
• Six Dominant Decision-making Algorithms
• The Expedient Algorithmic Pathway
• The Ruling Guide Algorithmic Pathway
• The Analytical Algorithmic Pathway
• The Revisionist Algorithmic Pathway
• The Value-driven Algorithmic Pathway
• The Global Perspective Algorithmic Pathway
• Moving Forward with Throughput Modelling and Advancing Technologies
• The Coming Era of Artificial Intelligence will provide prosperity and peace