عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9781441948366
(Number (ISBN
9781475731675
NATIONAL BIBLIOGRAPHY NUMBER
Number
b402336
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Neural Networks in Optimization
General Material Designation
[Book]
First Statement of Responsibility
by Xiang-Sun Zhang.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Boston, MA :
Name of Publisher, Distributor, etc.
Imprint: Springer,
Date of Publication, Distribution, etc.
2000.
SERIES
Series Title
Nonconvex Optimization and Its Applications,
Volume Designation
46
ISSN of Series
1571-568X ;
CONTENTS NOTE
Text of Note
1. Preliminaries -- 2. Introduction to Mathematical Programming -- 3. Unconstrained Nonlinear Programming -- 4. Constrained Nonlinear Programming -- 5. Introduction to Artificial Neural Network -- 6. Feedforward Neural Networks -- 7. Feedback Neural Networks -- 8. Self-Organized Neural Networks -- 9. NN Models for Combinatorial Problems -- 10. NN for Quadratic Programming Problems -- 11. NN for General Nonlinear Programming -- 12. NN for Linear Programming -- 13. A Review on NN for Continuious Optimization -- References.
0
SUMMARY OR ABSTRACT
Text of Note
People are facing more and more NP-complete or NP-hard problems of a combinatorial nature and of a continuous nature in economic, military and management practice. There are two ways in which one can enhance the efficiency of searching for the solutions of these problems. The first is to improve the speed and memory capacity of hardware. We all have witnessed the computer industry's amazing achievements with hardware and software developments over the last twenty years. On one hand many computers, bought only a few years ago, are being sent to elementary schools for children to learn the ABC's of computing. On the other hand, with economic, scientific and military developments, it seems that the increase of intricacy and the size of newly arising problems have no end. We all realize then that the second way, to design good algorithms, will definitely compensate for the hardware limitations in the case of complicated problems. It is the collective and parallel computation property of artificial neural net works that has activated the enthusiasm of researchers in the field of computer science and applied mathematics. It is hard to say that artificial neural networks are solvers of the above-mentioned dilemma, but at least they throw some new light on the difficulties we face. We not only anticipate that there will be neural computers with intelligence but we also believe that the research results of artificial neural networks might lead to new algorithms on von Neumann's computers.
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9781441948366
PIECE
Title
Springer eBooks
TOPICAL NAME USED AS SUBJECT
Algorithms.
Information theory.
Mathematical optimization.
Operations research.
Physics.
PERSONAL NAME - PRIMARY RESPONSIBILITY
Zhang, Xiang-Sun.
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
SpringerLink (Online service)
ORIGINATING SOURCE
Date of Transaction
20190307160200.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
