| 000 -LEADER |
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| fixed length control field |
04273nam a22005055i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20140310151114.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
130524s2013 xxu| s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781461468462 |
|
978-1-4614-6846-2 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
Q334-342 |
|
|---|
| Classification number |
TJ210.2-211.495 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.3 |
| Edition number |
23 |
| 264 #1 - |
|---|
| -- |
New York, NY : |
| -- |
Springer New York : |
| -- |
Imprint: Springer, |
| -- |
2013. |
| 912 ## - |
|---|
| -- |
ZDB-2-SCS |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Riolo, Rick. |
| Relator term |
editor. |
| 245 10 - IMMEDIATE SOURCE OF ACQUISITION NOTE |
|---|
| Title |
Genetic Programming Theory and Practice X |
| Medium |
[electronic resource] / |
| Statement of responsibility, etc |
edited by Rick Riolo, Ekaterina Vladislavleva, Marylyn D Ritchie, Jason H. Moore. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
XXVI, 242 p. 71 illus., 26 illus. in color. |
| Other physical details |
online resource. |
| 440 1# - SERIES STATEMENT/ADDED ENTRY--TITLE |
|---|
| Title |
Genetic and Evolutionary Computation, |
| International Standard Serial Number |
1932-0167 |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Evolving SQL Queries from Examples with Developmental Genetic Programming -- A Practical Platform for On-Line Genetic Programming for Robotics -- Cartesian Genetic Programming for Image Processing -- A new mutation paradigm for Genetic Programming -- Introducing an Age-Varying Fitness Estimation Function -- EC-Star: A Massive-Scale, Hub and Spoke, Distributed Genetic Programming System -- Genetic Analysis of Prostate Cancer Using Computational Evolution, Pareto-Optimization and Post-Processing -- Meta-dimensional analysis of phenotypes using the Analysis Tool for Heritable and Environmental Network Associations -- A Baseline Symbolic Regression Algorithm -- Symbolic Regression Model Comparison Approach Using Transmitted Variation -- A Framework for the Empirical Analysis of Genetic Programming System Performance -- More or Less? Two Approaches to Evolving Game-Playing Strategies -- Symbolic Regression is Not Enough -- FlexGP.py: Prototyping Flexibly-Scaled, Flexibly-Factored Genetic Programming for the Cloud -- Representing Communication and Learning in Femtocell Pilot Power Control Algorithms. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics in this volume include: evolutionary constraints, relaxation of selection mechanisms, diversity preservation strategies, flexing fitness evaluation, evolution in dynamic environments, multi-objective and multi-modal selection, foundations of evolvability, evolvable and adaptive evolutionary operators, foundation of injecting expert knowledge in evolutionary search, analysis of problem difficulty and required GP algorithm complexity, foundations in running GP on the cloud – communication, cooperation, flexible implementation, and ensemble methods. Additional focal points for GP symbolic regression are: (1) The need to guarantee convergence to solutions in the function discovery mode; (2) Issues on model validation; (3) The need for model analysis workflows for insight generation based on generated GP solutions – model exploration, visualization, variable selection, dimensionality analysis; (4) Issues in combining different types of data. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Computer science. |
|
|---|
| Topical term or geographic name as entry element |
Information theory. |
|
|---|
| Topical term or geographic name as entry element |
Computer software. |
|
|---|
| Topical term or geographic name as entry element |
Artificial intelligence. |
|
|---|
| Topical term or geographic name as entry element |
Computer Science. |
|
|---|
| Topical term or geographic name as entry element |
Artificial Intelligence (incl. Robotics). |
|
|---|
| Topical term or geographic name as entry element |
Theory of Computation. |
|
|---|
| Topical term or geographic name as entry element |
Algorithm Analysis and Problem Complexity. |
|
|---|
| Topical term or geographic name as entry element |
Programming Techniques. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Vladislavleva, Ekaterina. |
| Relator term |
editor. |
|
|---|
| Personal name |
Ritchie, Marylyn D. |
| Relator term |
editor. |
|
|---|
| Personal name |
Moore, Jason H. |
| Relator term |
editor. |
| 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 |
|---|
| Display text |
Printed edition: |
| International Standard Book Number |
9781461468455 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
http://dx.doi.org/10.1007/978-1-4614-6846-2 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Item type |
E-Book |
