MARC details
| 000 -LEADER |
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| fixed length control field |
04367nmm a22005535i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
ssj0001008126 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
WaSeSS |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20221006110055.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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| fixed length control field |
m d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr n |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
121227s1999 xxk| s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781447105770 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781852330729 (print) |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.1007/978-1-4471-0577-0 |
| Source of number or code |
doi |
| 040 ## - CATALOGING SOURCE |
|---|
| Modifying agency |
WaSeSS |
| Transcribing agency |
Africa University |
| 049 ## - LOCAL HOLDINGS (OCLC) |
|---|
| Holding library |
QEMP |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
QA76.9 MAN 1999 |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
TJFM |
| Source |
bicssc |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
TEC004000 |
| Source |
bisacsh |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Man, K. F. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Genetic Algorithms |
| Medium |
[electronic resource] : |
| Remainder of title |
Concepts and Designs / |
| Statement of responsibility, etc. |
by K. F. Man, K. S. Tang, S. Kwong. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
London : |
| Name of publisher, distributor, etc. |
Springer London : |
| -- |
Imprint: Springer, |
| Date of publication, distribution, etc. |
1999. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
XII, 344 p. |
| Other physical details |
online resource. |
| 347 ## - DIGITAL FILE CHARACTERISTICS |
|---|
| File type |
text file |
| Encoding format |
PDF |
| Source |
rda. |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Advanced Textbooks in Control and Signal Processing, |
| International Standard Serial Number |
1439-2232. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Introduction, Background and Biological Inspiration -- Modifications to Genetic Algorithms -- Intrinsic Characteristics -- Hierarchical Genetic Algorithm -- Genetic Algorithms in Filtering -- Genetic Algorithms in H-infinity Control -- Hierarchical Genetic Algorithms in Computational Intelligence -- Genetic Algorithms in Speech Recognition Systems -- Genetic Algorithms in Production Planning and Scheduling Problems -- Genetic Algorithms in Communication Systems -- Appendices: Least Mean Square Time Delay Estimation; Constrained LMS Algorithm; Linear Distributed Random Generator; Multiplication Algorithm; Digital IIR Filter Designs; Development Tools. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
The practical application of genetic algorithms to the solution of engineering problems, has rapidly become an established approach in the fields of control and signal processing. Genetic Algorithms provides comprehensive coverage of the techniques involved, describing the intrinsic characteristics, advantages and constraints of genetic algorithms, as well as discussing genetic operations such as crossover, mutation and reinsertion. In addition, the principle of multiobjective optimization and computing parallelism are discussed. The use of genetic algorithms in many areas of interest in control and signal processing is detailed; among the areas of application are: - filtering; - H-infinity control; - speech recognition; - production planning and scheduling; - computational intelligence; and - communication systems. Also described is an original hierarchical genetic algorithm designed to address the problems in determining system topology. The authors provide "A Game of Genetic Creatures", a fundamental study for GA based on computer-generated insects to demonstrate some of the ideas developed in the text as a download available from www.springer.com/1-85233-072-4. This superb book is suitable for readers from a wide range of disciplines. Assembly Automation This is a well-written engineering textbook. Genetic algorithms are properly explained and well motivated. The engineering examples illustrate the power of application of genetic algorithms. Journal of the American Statistical Association The book is a good contribution to the genetic algorithm area from an applied point of view. It should be read by engineers, undergraduate or postgraduate students and researchers. International Journal of Adaptive Control and Signal Processing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Engineering. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computer software. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Physics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Industrial engineering. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Telecommunication. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Engineering. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Control. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Signal, Image and Speech Processing. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Industrial and Production Engineering. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Algorithm Analysis and Problem Complexity. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Complexity. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Communications Engineering, Networks. |
| 655 #0 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Tang, K. S. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kwong, S. |
| 710 2# - ADDED ENTRY--CORPORATE NAME |
|---|
| Corporate name or jurisdiction name as entry element |
SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY |
|---|
| Title |
Springer eBooks. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Printed edition: |
| International Standard Book Number |
9781852330729. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Advanced Textbooks in Control and Signal Processing, |
| International Standard Serial Number |
1439-2232. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="http://ezproxy.msu.edu/login?url=https://ebookcentral.proquest.com/lib/michstate-ebooks/detail.action?docID=3073392">http://ezproxy.msu.edu/login?url=https://ebookcentral.proquest.com/lib/michstate-ebooks/detail.action?docID=3073392</a> |
| Public note |
Connect to online resource via Ebook Central - Academic Complete - MSU authorized users |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Do not use this |
