عنوان

Applications of artificial intelligence techniques in Industry 4.0 /

(Number (ISBN

9789811326394

(Number (ISBN

9789811326400

(Number (ISBN

9789811326417

(Number (ISBN

9811326398

(Number (ISBN

9811326401

(Number (ISBN

981132641X

Erroneous ISBN

9789811326394

Title Proper

Applications of artificial intelligence techniques in Industry 4.0 /

General Material Designation

[Book]

First Statement of Responsibility

Aydin Azizi.

Place of Publication, Distribution, etc.

Singapore :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

2019.

Specific Material Designation and Extent of Item

1 online resource.

Series Title

SpringerBriefs in applied sciences and technology

Text of Note

Includes bibliographical references.

Text of Note

Introduction -- Modern Manufacturing -- RFID Network Planning -- Hybrid Artificial Intelligence Optimization Technique -- Implementation.

0

Text of Note

This book is to presents and evaluates a way of modelling and optimizing nonlinear RFID Network Planning (RNP) problems using artificial intelligence techniques. It uses Artificial Neural Network models (ANN) to bind together the computational artificial intelligence algorithm with knowledge representation an efficient artificial intelligence paradigm to model and optimize RFID networks.This effort leads to proposing a novel artificial intelligence algorithm which has been named hybrid artificial intelligence optimization technique to perform optimization of RNP as a hard learning problem. This hybrid optimization technique consists of two different optimization phases. First phase is optimizing RNP by Redundant Antenna Elimination (RAE) algorithm and the second phase which completes RNP optimization process is Ring Probabilistic Logic Neural Networks (RPLNN). The hybrid paradigm is explored using a flexible manufacturing system (FMS) and the results are compared with well-known evolutionary optimization technique namely Genetic Algorithm (GA) to demonstrate the feasibility of the proposed architecture successfully.

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9789811326400

International Standard Book Number

9789811326394

International Standard Book Number

9789811326417

Artificial intelligence-- Industrial applications.

Artificial Intelligence (incl. Robotics).

Communications Engineering, Networks.

Engineering Economics, Organization, Logistics, Marketing.

Artificial intelligence-- Industrial applications.

Artificial intelligence.

Communications engineering / telecommunications.

COMPUTERS / General.

Engineering: general.

COM-- 000000

TJK

TJK

Number

Edition

Class number

Azizi, Aydin

Date of Transaction

20200823235310.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y