000 04900nam a22005175i 4500
001 978-3-642-37577-4
003 DE-He213
005 20200420220220.0
007 cr nn 008mamaa
008 131221s2014 gw | s |||| 0|eng d
020 _a9783642375774
_9978-3-642-37577-4
024 7 _a10.1007/978-3-642-37577-4
_2doi
050 4 _aQ334-342
050 4 _aTJ210.2-211.495
072 7 _aUYQ
_2bicssc
072 7 _aTJFM1
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
245 1 0 _aEvolution, Complexity and Artificial Life
_h[electronic resource] /
_cedited by Stefano Cagnoni, Marco Mirolli, Marco Villani.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2014.
300 _aXVII, 280 p. 97 illus., 38 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aOne 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 _aTraditionally, 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 _aComputer science.
650 0 _aArtificial intelligence.
650 0 _aComputational intelligence.
650 0 _aComplexity, Computational.
650 1 4 _aComputer Science.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aComplexity.
650 2 4 _aComputational Intelligence.
700 1 _aCagnoni, Stefano.
_eeditor.
700 1 _aMirolli, Marco.
_eeditor.
700 1 _aVillani, Marco.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642375767
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-37577-4
912 _aZDB-2-SCS
942 _cEBK
999 _c51880
_d51880