Description 
1 online resource (xii, 474 pages) : illustrations (some color) 
Series 
LNCS sublibrary. SL 1, Theoretical computer science and general issues 

Lecture notes in computer science ; 11324 

LNCS sublibrary. SL 1, Theoretical computer science and general issues.


Lecture notes in computer science ; 11324

Contents 
Explainable AI and Fuzzy Logic Systems  Computing Preimages and Ancestors in Reaction Systems  Poisson Equation Solution and Its Gradient Vector Field to Geometric Features Detection  Selforganised 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  Multiparty Computation Based on Physical Coins  Patterns and Their Interaction in Excitable Media on Facecentered Cubic Lattice  Graph Minors from Simulated Annealing for Annealing Machines with Sparse Connectivity  Gaussiankernel cmeans Clustering Algorithms  A Linear Constrained Optimization Benchmark for Probabilistic Search Algorithms: the Rotated KleeMinty Problem  The Design of (Almost) Disjuct Matrices by Evolutionary Algorithms  Landscapeaware Constraint Handling Applied to Differential Evolution  Fuel Efficient Truck Platooning with Time 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 Grammarguided Genetic Programming: the Case of Scheduling in Heterogeneous Networks  Multimemetic Mind Evolutionary Computation Algorithm Based on the Landscape Analysis  DNAguided Assembly of Nanocellulose Meshes  Classically Timecontrolled Quantum Automata  Mortal Organisms Rescue Immortal Organisms from Evolutionary Inertness: Perspective of the Programmed Selfdecomposition Model  Integrative Biological, Cognitive and Affective Modeling of a Drugtherapy for a Posttraumatic 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  Networkoriented 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 Multilayer Perceptron  Informationtheoretic Selfcompression of Multilayered Neural Networks  Radial Basis Function Networks Simulation of Agestructure Population  Bioinspired 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 
Summary 
This 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, selfassembly 
Notes 
Includes author index 

International conference proceedings 

Online resource; title from PDF title page (SpringerLink, viewed December 17, 2018) 
Subject 
Artificial intelligence  Congresses.


Natural computation  Congresses.

Genre/Form 
Conference papers and proceedings.


Conference papers and proceedings.

Form 
Electronic book

Author 
Fagan, David (Computer scientist), editor


Martín Vide, Carlos, editor


O'Neill, Michael, editor


VegaRodríguez, Miguel A., editor

ISBN 
3030040704 (electronic bk.) 

9783030040703 (electronic bk.) 

(print) 
