Applications of Evolutionary Computation : 20th European Conference, EvoApplications 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings, Part I / edited by Giovanni Squillero, Kevin Sim.

Format:

Book

Contributor:

Squillero, Giovanni, editor.

Sim, Kevin, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Theoretical computer science and general issues ; SL 1, 10199.

Theoretical Computer Science and General Issues ; 10199

Language:

English

Subjects (All):

Algorithms.

Artificial intelligence.

Computers, Special purpose.

Computer architecture.

Microprocessors.

Logic design.

Algorithm Analysis and Problem Complexity.

Artificial Intelligence.

Special Purpose and Application-Based Systems.

Computer System Implementation.

Processor Architectures.

Logic Design.

Local Subjects:

Algorithm Analysis and Problem Complexity.

Artificial Intelligence.

Special Purpose and Application-Based Systems.

Computer System Implementation.

Processor Architectures.

Logic Design.

Physical Description:

1 online resource (XXIV, 905 pages) : 268 illustrations.

Edition:

First edition 2017.

Contained In:

Springer eBooks

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2017.

System Details:

text file PDF

Summary:

The two volumes LNCS 10199 and 10200 constitute the refereed conference proceedings of the 20th European Conference on the Applications of Evolutionary Computation, EvoApplications 2017, held in Amsterdam, The Netherlands, in April 2017, collocated with the Evo* 2016 events EuroGP, EvoCOP, and EvoMUSART. The 46 revised full papers presented together with 26 poster papers were carefully reviewed and selected from 108 submissions. EvoApplications 2016 consisted of the following 13 tracks: EvoBAFIN (natural computing methods in business analytics and finance), EvoBIO (evolutionary computation, machine learning and data mining in computational biology), EvoCOMNET (nature-inspired techniques for telecommunication networks and other parallel and distributed systems), EvoCOMPLEX (evolutionary algorithms and complex systems), EvoENERGY (evolutionary computation in energy applications), EvoGAMES (bio-inspired algorithms in games), EvoIASP (evolutionary computation in image analysis, signal processing, and pattern recognition), EvoINDUSTRY (nature-inspired techniques in industrial settings), EvoKNOW (knowledge incorporation in evolutionary computation), EvoNUM (bio-inspired algorithms for continuous parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoROBOT (evolutionary robotics), EvoSET (nature-inspired algorithms in software engineering and testing), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments). .

Contents:

EvoBAFIN: Minimization of Systemic Risk for Directed Network Using Genetic Algorithm

Pricing Rainfall Based Futures Using Genetic Programming

Dynamic Portfolio Optimization in Ultra-High Frequency Environment

EvoBIO: Integration of Reaction Kinetics Theory and Gene Expression Programming to Infer Reaction Mechanism

De Novo DNA Assembly with a Genetic Algorithm Finds Accurate Genomes Even with Suboptimal Fitness

EVE: Cloud-based Annotation of Human Genetic Variants

Improving the Reproducibility of Genetic Association Results Using Genotype Resampling Methods

Objective Assessment of Cognitive Impairment in Parkinson's Disease Using Evolutionary Algorithm

Characterizing the Influence of Rule-based Knowledge Representations in Biological Knowledge Extraction from Transcriptomics Data

Enhancing Grammatical Evolution through Data Augmentation: Application to Blood Glucose Forecasting

Genetic Programming Representations for Multi-dimensional Feature Learning in Biomedical Classification

EvoCOMNET: Meta-heuristically Seeded Genetic Algorithm for Independent Job Scheduling in Grid Computing

Analysis of Average Communicability in Complex Networks

Configuring Dynamic Heterogeneous Wireless Communications Networks Using a Customized Genetic Algorithm

Multi-Objective Evolutionary Algorithms for Influence Maximization in Social Networks

A fast ILP-based Heuristic for the Robust Design of Body Wireless Sensor Networks

EvoCOMPLEX: Lamarckian and Lifelong Memetic Search in Agent-based Computing

Two-phase Strategy Managing Insensitivity in Global Optimization

Avenues for the Use of Cellular Automata in Image Segmentation

Local Misfit Approximation in Memetic Solving of Ill-posed Inverse Problems

The Two Regimes of Neutral Evolution: Localization on Hubs and Delocalized Diffusion

EvoENERGY: Adaptive Batteries Exploiting On-line Steady-State Evolution Strategy

Hybrid Multi-Ensemble Scheduling

EvoGAMES: Driving in TORCS Using Modular Fuzzy Controllers

Automated Game Balancing in Ms Pacman and StarCraft Using Evolutionary Algorithms

Evolving Game-specific UCB Alternatives for General Video Game Playing

Relief Camp Manager: A Serious Game Using the World Health Organization's Relief Camp Guidelines

Analyisis of Vanilla Rolling Horizon Evolution Parameters in General Video Game Playing

Darwin's Demons: Does Evolution Improve the Game

EvoIASP: Evolutionary Art Using the Fly Algorithm

Bagging and Feature Selection for Classification with Incomplete Data

Surrogate-model Based Particle Swarm Optimization with Local Search for Feature Selection in Classification

Feature Selection in High Dimensional Data by a Filter-Based Genetic Algorithm

Brain Programming and the Random Search in Object Categorization

Using Particle Swarm Optimization and the Silhouette Metric to Estimate the Number of Clusters, Select Features, and Perform Clustering

EvoINDUSTRY: Container Vessel Stowage Planning System Using Genetic Algorithm

The Artificial Immune Ecosystem: a Bio-inspired Meta-algorithm for Boosting Time Series Anomaly Detection with Expert Input

Empirical Analysis of Optimization Methods for the Real-World Dial-a-Ride Problem

EvoKNOW: Presenting the ECO: Evolutionary Computation Ontology

A New Evolutionary Algorithm for Synchronization

Large Scale Problems in Practice: The Effect of Dimensionality on the Interaction among Variables

A Framework for Knowledge Integrated Evolutionary Algorithms

DICE: A New Family of Bivariate Estimation of Distribution Algorithms Based on Dichotomized Multivariate Gaussian Distributions

EvoNUM: Ranking Programming Languages for Evolutionary Algorithm Operations

Distance-based Tournament Selection

Preferences-Based Choice Prediction in Evolutionary Multi-Objective Optimization

Numerical Optimization of ESA's Messenger Space Mission Benchmark

EvoPAR: A VNS with Parallel Evaluation of Solutions for the Inverse Lighting Problem

Evolving Cut-off Mechanisms and Other Work-Stealing Parameters for Parallel Programs

Issues on GPU Parallel Implementation of Evolutionary High-dimensional Multi-objective Feature Selection

Embedded Grammars for Grammatical Evolution on GPGPU

A Performance Assessment of Evolutionary Algorithms in Volunteer Computing Environments: the Importance of Entropy

EvoROBOT: Overcoming Initial Convergence in Multi-Objective Evolution of Robot Control and Morphology Using a Two-Phase Approach

Evolutionary Adaptation to Social Information Use without Learning

Interactive Evolution of Complex Behaviours through Skill Encapsulation

Evolution and Morphogenesis of Simulated Modular Robots: A Comparison Between a Direct and Generative Encoding

Continual and One-Shot Learning through Neural Networks with Dynamic External Memory.

Other Format:

Printed edition:

ISBN:

978-3-319-55849-3

9783319558493

Access Restriction:

Restricted for use by site license.