Theory and Practice of Natural Computing : 7th International Conference, TPNC 2018, Dublin, Ireland, December 12-14, 2018, Proceedings / edited by David Fagan, Carlos Martín-Vide, Michael O'Neill, Miguel A. Vega-Rodríguez.

Format:

Book

Contributor:

Fagan, David (Computer scientist), editor.

Martín Vide, Carlos, editor.

O'Neill, Michael, editor.

Vega-Rodríguez, Miguel A., editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Theoretical computer science and general issues ; SL 1, 11324.

Theoretical Computer Science and General Issues ; 11324

Language:

English

Subjects (All):

Algorithms.

Artificial intelligence.

Computers.

Algorithm Analysis and Problem Complexity.

Artificial Intelligence.

Information Systems and Communication Service.

Local Subjects:

Algorithm Analysis and Problem Complexity.

Artificial Intelligence.

Information Systems and Communication Service.

Physical Description:

1 online resource (XII, 474 pages) : 155 illustrations, 100 illustrations in color.

Edition:

First edition 2018.

Contained In:

Springer eBooks

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2018.

System Details:

text file PDF

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, self-assembly.

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

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 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 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.

Other Format:

Printed edition:

ISBN:

978-3-030-04070-3

9783030040703

Access Restriction:

Restricted for use by site license.