000 06587nam a22005775i 4500
001 978-3-030-04070-3
003 DE-He213
005 20240730164836.0
007 cr nn 008mamaa
008 181121s2018 sz | s |||| 0|eng d
020 _a9783030040703
_9978-3-030-04070-3
024 7 _a10.1007/978-3-030-04070-3
_2doi
050 4 _aQA76.9.A43
072 7 _aUMB
_2bicssc
072 7 _aCOM051300
_2bisacsh
072 7 _aUMB
_2thema
082 0 4 _a518.1
_223
245 1 0 _aTheory and Practice of Natural Computing
_h[electronic resource] :
_b7th International Conference, TPNC 2018, Dublin, Ireland, December 12-14, 2018, Proceedings /
_cedited by David Fagan, Carlos Martín-Vide, Michael O'Neill, Miguel A. Vega-Rodríguez.
250 _a1st ed. 2018.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2018.
300 _aXII, 474 p. 155 illus., 100 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v11324
505 0 _aExplainable AI and Fuzzy Logic Systems -- Computing Preimages and Ancestors in Reaction Systems -- Poisson Equation Solution and Its Gradient Vector Field to Geometric Features Detection -- Self-organised Aggregation in Swarms of Robots with Informed Robots -- Spatial Types: a Scheme for Specifying Complex Cellular Automata to Explore Artificial Physics -- Application of STRIM to Datasets Generated by Partial Correspondence Hypothesis -- Multi-party Computation Based on Physical Coins -- Patterns and Their Interaction in Excitable Media on Face-centered Cubic Lattice -- Graph Minors from Simulated Annealing for Annealing Machines with Sparse Connectivity -- Gaussian-kernel c-means Clustering Algorithms -- A Linear Constrained Optimization Benchmark for Probabilistic Search Algorithms: the Rotated Klee-Minty Problem -- The Design of (Almost) Disjuct Matrices by Evolutionary Algorithms -- Landscape-aware Constraint Handling Applied to Differential Evolution -- Fuel Efficient Truck Platooning withTime Restrictions and Multiple Speeds Solved by a Particle Swarm Optimisation -- Automated Design of Genetic Programming Classification Algorithms for Financial Forecasting Using Evolutionary Algorithms -- Optimizing Fleet Staging of Air Ambulances in the Province of Ontario -- A Hierarchical Approach to Grammar-guided Genetic Programming: the Case of Scheduling in Heterogeneous Networks -- Multi-memetic Mind Evolutionary Computation Algorithm Based on the Landscape Analysis -- DNA-guided Assembly of Nanocellulose Meshes -- Classically Time-controlled Quantum Automata -- Mortal Organisms Rescue Immortal Organisms from Evolutionary Inertness: Perspective of the Programmed Self-decomposition Model -- Integrative Biological, Cognitive and Affective Modeling of a Drug-therapy for a Post-traumatic Stress Disorder -- Symbolic Analysis of Machine Behaviour and the Emergence of the Machine Language -- It Is Time to Dissolve Old Dichotomies in order to Grasp the Whole Picture of Cognition -- Network-oriented Modeling of the Interaction of Adaptive Joint Decision Making, Bonding and Mirroring -- Network Reification as a Unified Approach to Represent Network Adaptation Principles within a Network -- Relating an Adaptive Network's Structure to Its Emerging Behaviour for Hebbian Learning -- On Capacity with Incremental Learning by Simplified Chaotic Neural Network -- Tighter Guarantees for the Compressive Multi-layer Perceptron -- Information-theoretic Self-compression of Multi-layered Neural Networks -- Radial Basis Function Networks Simulation of Age-structure Population -- Bio-inspired Spiking Neural Networks for Facial Expression Recognition: Generalisation Investigation -- Novel Ensembling Methods for Dermatological Image Classification -- SemVec: Semantic Features Word Vectors Based Deep Learning for Improved Text Classification -- Three Analog Neurons Are Turing Universal.
520 _aThis book constitutes the refereed proceedings of the 7th International Conference on Theory and Practice of Natural Computing, TPNC 2017, held in Dublin, Ireland, in December 2018. The 35 full papers presented in this book, together with one invited talk, were carefully reviewed and selected from 69 submissions. The papers are organized around the following topical sections: applications of natural computing as algorithms, bioinformatics, control, cryptography, design, economics. The more theoretical contributions handle with artificial chemistry, artificial immune systems, artificial life, cellular automata, cognitive computing, cognitive engineering, cognitive robotics, collective behaviour, complex systems, computational intelligence, computational social science, computing with words, developmental systems, DNA computing, DNA nanotechnology, evolutionary algorithms, evolutionary computing, evolutionary game theory, fractal geometry, fuzzy control, fuzzy logic, fuzzy sets,fuzzy systems, genetic algorithms, genetic programming, granular computing, heuristics, intelligent agents, intelligent systems, machine intelligence, molecular programming, neural computing, neural networks, quantum communication, quantum computing, rough sets, self-assembly.
650 0 _aAlgorithms.
_93390
650 0 _aArtificial intelligence.
_93407
650 0 _aComputer networks .
_931572
650 1 4 _aAlgorithms.
_93390
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer Communication Networks.
_986316
700 1 _aFagan, David.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_986317
700 1 _aMartín-Vide, Carlos.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_986318
700 1 _aO'Neill, Michael.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_986320
700 1 _aVega-Rodríguez, Miguel A.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_986322
710 2 _aSpringerLink (Online service)
_986324
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030040697
776 0 8 _iPrinted edition:
_z9783030040710
830 0 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v11324
_986325
856 4 0 _uhttps://doi.org/10.1007/978-3-030-04070-3
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c85937
_d85937