Parallel Processing for Artificial Intelligence 1
5/5
()
About this ebook
The publication is divided into six sections. The first addresses parallel computing for processing and understanding images. The second discusses parallel processing for semantic networks, which are widely used means for representing knowledge - methods which enable efficient and flexible processing of semantic networks are expected to have high utility for building large-scale knowledge-based systems. The third section explores the automatic parallel execution of production systems, which are used extensively in building rule-based expert systems - systems containing large numbers of rules are slow to execute and can significantly benefit from automatic parallel execution. The exploitation of parallelism for the mechanization of logic is dealt with in the fourth section. While sequential control aspects pose problems for the parallelization of production systems, logic has a purely declarative interpretation which does not demand a particular evaluation strategy. In this area, therefore, very large search spaces provide significant potential for parallelism. In particular, this is true for automated theorem proving. The fifth section considers the problem of constraint satisfaction, which is a useful abstraction of a number of important problems in AI and other fields of computer science. It also discusses the technique of consistent labeling as a preprocessing step in the constraint satisfaction problem. Section VI consists of two articles, each on a different, important topic. The first discusses parallel formulation for the Tree Adjoining Grammar (TAG), which is a powerful formalism for describing natural languages. The second examines the suitability of a parallel programming paradigm called Linda, for solving problems in artificial intelligence.
Each of the areas discussed in the book holds many open problems, but it is believed that parallel processing will form a key ingredient in achieving at least partial solutions. It is hoped that the contributions, sourced from experts around the world, will inspire readers to take on these challenging areas of inquiry.
Related to Parallel Processing for Artificial Intelligence 1
Titles in the series (12)
Uncertainty in Artificial Intelligence Rating: 0 out of 5 stars0 ratingsMachine Intelligence and Pattern Recognition Rating: 5 out of 5 stars5/5Techniques for 3-D Machine Perception Rating: 5 out of 5 stars5/5Uncertainty in Artificial Intelligence 2 Rating: 0 out of 5 stars0 ratingsComputational Morphology: A Computational Geometric Approach to the Analysis of Form Rating: 0 out of 5 stars0 ratingsUncertainty in Artificial Intelligence 4 Rating: 5 out of 5 stars5/5Uncertainty in Artificial Intelligence 5 Rating: 0 out of 5 stars0 ratingsArtificial Neural Networks and Statistical Pattern Recognition: Old and New Connections Rating: 0 out of 5 stars0 ratingsPattern Recognition in Practice IV: Multiple Paradigms, Comparative Studies and Hybrid Systems Rating: 0 out of 5 stars0 ratingsParallel Processing for Artificial Intelligence 1 Rating: 5 out of 5 stars5/5Parallel Processing for Artificial Intelligence 2 Rating: 0 out of 5 stars0 ratings
Related ebooks
Fault-Tolerant Systems Rating: 0 out of 5 stars0 ratingsMathematical Approaches to Neural Networks Rating: 0 out of 5 stars0 ratingsMachine Intelligence and Pattern Recognition Rating: 5 out of 5 stars5/5Automated Theorem Proving in Software Engineering Rating: 0 out of 5 stars0 ratingsAutomata Studies. (AM-34), Volume 34 Rating: 5 out of 5 stars5/5Computing Perspectives Rating: 5 out of 5 stars5/5Artificial Neural Networks and Statistical Pattern Recognition: Old and New Connections Rating: 0 out of 5 stars0 ratingsLanguages, Compilers and Run-time Environments for Distributed Memory Machines Rating: 0 out of 5 stars0 ratingsParallel Sorting Algorithms Rating: 5 out of 5 stars5/5Computational Morphology: A Computational Geometric Approach to the Analysis of Form Rating: 0 out of 5 stars0 ratingsProblem-solving in High Performance Computing: A Situational Awareness Approach with Linux Rating: 0 out of 5 stars0 ratingsLisp (programming language) Complete Self-Assessment Guide Rating: 1 out of 5 stars1/5Heterogeneous Computing with OpenCL 2.0 Rating: 0 out of 5 stars0 ratingsGPU-based Parallel Implementation of Swarm Intelligence Algorithms Rating: 0 out of 5 stars0 ratingsPro Cryptography and Cryptanalysis: Creating Advanced Algorithms with C# and .NET Rating: 0 out of 5 stars0 ratingsDecision Table Languages and Systems Rating: 0 out of 5 stars0 ratingsSharing Data and Models in Software Engineering Rating: 5 out of 5 stars5/5Storm Applied: Strategies for real-time event processing Rating: 0 out of 5 stars0 ratingsDiscrete Networked Dynamic Systems: Analysis and Performance Rating: 0 out of 5 stars0 ratingsParallel Computing Rating: 0 out of 5 stars0 ratingsLearning Automata: Theory and Applications Rating: 0 out of 5 stars0 ratingsParallel and Distributed Processing Rating: 0 out of 5 stars0 ratingsHigh Performance Computing: Technology, Methods and Applications Rating: 0 out of 5 stars0 ratingsC Clearly - Programming With C In Linux and On Raspberry Pi Rating: 0 out of 5 stars0 ratingsTensor Analysis and Elementary Differential Geometry for Physicists and Engineers Rating: 0 out of 5 stars0 ratingsHandbook of Neural Computing Applications Rating: 5 out of 5 stars5/5Parallel Programming with OpenACC Rating: 5 out of 5 stars5/5Distributed Control of Robotic Networks: A Mathematical Approach to Motion Coordination Algorithms Rating: 5 out of 5 stars5/5
Computers For You
Deep Search: How to Explore the Internet More Effectively Rating: 5 out of 5 stars5/5SQL QuickStart Guide: The Simplified Beginner's Guide to Managing, Analyzing, and Manipulating Data With SQL Rating: 4 out of 5 stars4/5Mastering ChatGPT: 21 Prompts Templates for Effortless Writing Rating: 5 out of 5 stars5/5How to Create Cpn Numbers the Right way: A Step by Step Guide to Creating cpn Numbers Legally Rating: 4 out of 5 stars4/5Network+ Study Guide & Practice Exams Rating: 4 out of 5 stars4/5Procreate for Beginners: Introduction to Procreate for Drawing and Illustrating on the iPad Rating: 0 out of 5 stars0 ratingsThe ChatGPT Millionaire Handbook: Make Money Online With the Power of AI Technology Rating: 0 out of 5 stars0 ratings101 Awesome Builds: Minecraft® Secrets from the World's Greatest Crafters Rating: 4 out of 5 stars4/5Creating Online Courses with ChatGPT | A Step-by-Step Guide with Prompt Templates Rating: 4 out of 5 stars4/5Ultimate Guide to Mastering Command Blocks!: Minecraft Keys to Unlocking Secret Commands Rating: 5 out of 5 stars5/5AP Computer Science Principles Premium, 2024: 6 Practice Tests + Comprehensive Review + Online Practice Rating: 0 out of 5 stars0 ratingsCompTIA Security+ Practice Questions Rating: 2 out of 5 stars2/5Grokking Algorithms: An illustrated guide for programmers and other curious people Rating: 4 out of 5 stars4/5Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are Rating: 4 out of 5 stars4/5CompTIA IT Fundamentals (ITF+) Study Guide: Exam FC0-U61 Rating: 0 out of 5 stars0 ratingsChildhood Unplugged: Practical Advice to Get Kids Off Screens and Find Balance Rating: 0 out of 5 stars0 ratingsChatGPT Ultimate User Guide - How to Make Money Online Faster and More Precise Using AI Technology Rating: 0 out of 5 stars0 ratingsPractical Lock Picking: A Physical Penetration Tester's Training Guide Rating: 5 out of 5 stars5/5Elon Musk Rating: 4 out of 5 stars4/5Dark Aeon: Transhumanism and the War Against Humanity Rating: 5 out of 5 stars5/5The Professional Voiceover Handbook: Voiceover training, #1 Rating: 5 out of 5 stars5/5Master Builder Roblox: The Essential Guide Rating: 4 out of 5 stars4/5Hacking: Ultimate Beginner's Guide for Computer Hacking in 2018 and Beyond: Hacking in 2018, #1 Rating: 4 out of 5 stars4/5
Reviews for Parallel Processing for Artificial Intelligence 1
1 rating0 reviews