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Genetic Programming Theory and Practice XX (Record no. 57674)

MARC details
000 -LEADER
fixed length control field	03660nam a22005415i 4500
001 - CONTROL NUMBER
control field	978-981-99-8413-8
003 - CONTROL NUMBER IDENTIFIER
control field	DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field	20251030111429.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field	cr nn 008mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field	240217s2024 si \| s \|\|\|\| 0\|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number	9789819984138
--	978-981-99-8413-8
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code	10.1007/978-981-99-8413-8
Source of number or code	doi
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number	Q334-342
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number	TA347.A78
072 #7 - SUBJECT CATEGORY CODE
Subject category code	UYQ
Source	bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code	COM004000
Source	bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code	UYQ
Source	thema
245 10 - TITLE STATEMENT
Title	Genetic Programming Theory and Practice XX
Medium	[electronic resource] /
Statement of responsibility, etc.	edited by Stephan Winkler, Leonardo Trujillo, Charles Ofria, Ting Hu.
250 ## - EDITION STATEMENT
Edition statement	1st ed. 2024.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture	Singapore :
Name of producer, publisher, distributor, manufacturer	Springer Nature Singapore :
--	Imprint: Springer,
Date of production, publication, distribution, manufacture, or copyright notice	2024.
300 ## - PHYSICAL DESCRIPTION
Extent	XV, 337 p. 107 illus., 94 illus. in color.
Other physical details	online resource.
336 ## - CONTENT TYPE
Content type term	text
Content type code	txt
Source	rdacontent
337 ## - MEDIA TYPE
Media type term	computer
Media type code	c
Source	rdamedia
338 ## - CARRIER TYPE
Carrier type term	online resource
Carrier type code	cr
Source	rdacarrier
347 ## - DIGITAL FILE CHARACTERISTICS
File type	text file
Encoding format	PDF
Source	rda
490 1# - SERIES STATEMENT
Series statement	Genetic and Evolutionary Computation,
International Standard Serial Number	1932-0175
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note	Chapter 1. Symbolic Regression and Real World Applications -- Chapter 2. Program Synthesis with GP plus others -- Chapter 3. Machine learning and GP -- Chapter 4. Grammatical Evolution and Medical Applications of GP -- Chapter 5. Evolved Analytics LLC, Efficient Real-World Problem Solving with Genetic Programming -- Chapter 6. Automatic Machine Learning with GP -- Chapter 7. GP and Cybersecurity -- Transfer Learning and GP -- Chapter 8. Selection Mechanisms in Genetic Programming -- Chapter 9. Evolutionary Computation and Machine Learning.
520 ## - SUMMARY, ETC.
Summary, etc.	Genetic Programming Theory and Practice brings together some of the most impactful researchers in the field of Genetic Programming (GP), each one working on unique and interesting intersections of theoretical development and practical applications of this evolutionary-based machine learning paradigm. Topics of particular interest for this year’s book include powerful modeling techniques through GP-based symbolic regression, novel selection mechanisms that help guide the evolutionary process, modular approaches to GP, and applications in cybersecurity, biomedicine, and program synthesis, as well as papers by practitioner of GP that focus on usability and real-world results. In summary, readers will get a glimpse of the current state of the- art in GP research.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element
9 (RLIN)	58441
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element
9 (RLIN)	58441
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Winkler, Stephan.
Relator term	editor.
Authority record control number	(orcid)0000-0002-5196-4294
--	https://orcid.org/0000-0002-5196-4294
Relator code	edt
--	http://id.loc.gov/vocabulary/relators/edt
9 (RLIN)	71144
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Trujillo, Leonardo.
Relator term	editor.
Authority record control number	(orcid)0000-0003-1812-5736
--	https://orcid.org/0000-0003-1812-5736
Relator code	edt
--	http://id.loc.gov/vocabulary/relators/edt
9 (RLIN)	71145
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Ofria, Charles.
Relator term	editor.
Relator code	edt
--	http://id.loc.gov/vocabulary/relators/edt
9 (RLIN)	71146
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Hu, Ting.
Relator term	editor.
Authority record control number	(orcid)0000-0001-6382-0602
--	https://orcid.org/0000-0001-6382-0602
Relator code	edt
--	http://id.loc.gov/vocabulary/relators/edt
9 (RLIN)	71147
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element	SpringerLink (Online service)
773 0# - HOST ITEM ENTRY
Title	Springer Nature eBook
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information	Printed edition:
International Standard Book Number	9789819984121
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information	Printed edition:
International Standard Book Number	9789819984145
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information	Printed edition:
International Standard Book Number	9789819984152
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title	Genetic and Evolutionary Computation,
International Standard Serial Number	1932-0175
9 (RLIN)	66950
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier	<a href="https://doi.org/10.1007/978-981-99-8413-8">https://doi.org/10.1007/978-981-99-8413-8</a>
912 ## -
--	ZDB-2-SCS
912 ## -
--	ZDB-2-SXCS

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