Theory and Practice of Natural Computing: 7th International Conference, Tpnc 2018, Dublin, Ireland, December 12-14, 2018, Proceedings

ISBN-13: 9783030040697 / Angielski / Miękka / 2018 / 474 str.

David Fagan; Carlos Martin-Vide; Michael O'Neill

Spis treści

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.