Evolution, Complexity and Artificial Life (Record no. 93205)

000 -LEADER
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001 - CONTROL NUMBER
control field 978-3-642-37577-4
003 - CONTROL NUMBER IDENTIFIER
control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20140220082517.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783642375774
-- 978-3-642-37577-4
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-642-37577-4
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 TJ210.2-211.495
072 #7 - SUBJECT CATEGORY CODE
Subject category code UYQ
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code TJFM1
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM004000
Source bisacsh
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3
Edition number 23
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Cagnoni, Stefano.
Relator term editor.
245 10 - TITLE STATEMENT
Title Evolution, Complexity and Artificial Life
Medium [electronic resource] /
Statement of responsibility, etc edited by Stefano Cagnoni, Marco Mirolli, Marco Villani.
264 #1 -
-- Berlin, Heidelberg :
-- Springer Berlin Heidelberg :
-- Imprint: Springer,
-- 2014.
300 ## - PHYSICAL DESCRIPTION
Extent XVII, 280 p. 97 illus., 38 illus. in color.
Other physical details online resource.
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-- computer
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-- rdamedia
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-- online resource
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-- text file
-- PDF
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505 0# - FORMATTED CONTENTS NOTE
Formatted contents note One Artefact – Many Phenomena -- Taming the Complexity of Natural and Artificial Evolutionary Dynamics -- Models of Gene Regulation: Integrating Modern Knowledge into the Random Boolean Network Framework -- Attractors Perturbations in Biological Modelling: Avalanches and Cellular Differentiation -- Automatic Design of Boolean Networks for Modeling Cell Differentiation -- Towards the Engineering of Chemical Communication Between Semi-synthetic and Natural Cells -- Cumulative Learning Through Intrinsic Reinforcements -- Development of Categorization Abilities in Evolving Embodied Agents: A Study of Internal Representa­tions with External Social Inputs -- Regulatory Traits: Cultural Influences on Cultural Evolution -- Building up Serious Games with an Artificial Life Approach: Two Case Studies -- The Effects of Multivalency and Kinetics in Nanoscale Search by Molecular Spiders -- Towards the Use of Genetic Programming for the Prediction of Survival in Cancer -- A Neuro-evolutionary Approach to Electrocardiographic Signal Classification -- Self-organisation and Evolution for Trust-Adaptive Grid Computing Agents -- Honest vs. Cheating Bots in PATROL-Based Real-Time Strategy MMOGs -- Distribution Search on Evolutionary Many-Objective Optimization: Selection Mappings and Recombination Rate -- Concurrent Implementation Techniques Using Differential Evolution for Multi-core CPUs: A Comparative Study Using Statistical Tests.
520 ## - SUMMARY, ETC.
Summary, etc Traditionally, artificial evolution, complex systems, and artificial life were separate fields, with their own research communities, but we are now seeing increased engagement and hybridization. Evolution and complexity characterize biological life but they also permeate artificial life, through direct modeling of biological processes and the creation of populations of interacting entities from which complex behaviors can emerge and evolve. This latter consideration also indicates the breadth of the related topics of interest, and of the different study viewpoints, ranging from purely scientific and exploratory approaches aimed at verifying biological theories to technology-focused applied research aimed at solving difficult real-world problems. This edited book is structured into sections on research issues, biological modeling, mind and society, applications, and evolution. The contributing authors are among the leading scientists in these fields, and their chapters describe interesting ideas and results in topics such as artefacts, evolutionary dynamics, gene regulatory networks, biological modeling, cell differentiation, chemical communication, cumulative learning, embodied agents, cultural evolution, an a-life approach to games, nanoscale search by molecular spiders, using genetic programming for disease survival prediction, a neuroevolutionary approach to electrocardiography, trust-adaptive grid computing, detecting cheating bots in online games, distribution search in evolutionary multiobjective optimization, and differential evolution implemented on multicore CPUs. The book will be of interest to researchers in the fields of artificial intelligence, artificial life, and computational intelligence.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer science.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial intelligence.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Physics.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Engineering.
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer Science.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial Intelligence (incl. Robotics).
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Complexity.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computational Intelligence.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Mirolli, Marco.
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Villani, Marco.
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 9783642375767
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier http://dx.doi.org/10.1007/978-3-642-37577-4
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