Squillero / Burelli Applications of Evolutionary Computation

19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part I
1. Auflage 2016
ISBN: 978-3-319-31204-0
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 849 Seiten, eBook

Reihe: Theoretical Computer Science and General Issues

The two volumes LNCS 9597 and 9598 constitute the refereed conference proceedings of the 19th European Conference on the Applications of Evolutionary Computation, EvoApplications 2016, held in Porto, Portugal, in March/April 2016, co-located with the Evo* 2016 events EuroGP, EvoCOP, and EvoMUSART. The 57 revised full papers presented together with 17 poster papers were carefully reviewed and selected from 115 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), EvoNUM (bio-inspired algorithms for continuous parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoRISK (computational intelligence for risk management, security and defence applications), EvoROBOT (evolutionary robotics), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments).

Zielgruppe

Research

Autoren/Hrsg.

Squillero, Giovanni

Burelli, Paolo

Inhaltsverzeichnis

EvoBAFIN: Enhanced Multiobjective Population-Based Incremental Learning
with Applications in Risk Treaty Optimization.- Genetic Programming with Memory
for Financial Trading.- Improving Fitness Functions in Genetic Programming for
Classification on Unbalanced Credit Card Data.- Evolving Classification Models
for Prediction of Patient Recruitment in Multicentre Clinical Trials Using Grammatical
Evolution.- Portfolio Optimization, a Decision-Support Methodology for Small
Budgets.- Evolutionary Multiobjective Optimization for Portfolios in Emerging
Markets: Contrasting Higher Moments and Median Models.- EvoBIO: On
Combinatorial Optimisation in Analysis of Protein-Protein Interaction and
Protein Folding Networks.- A Multi-objective Genetic Programming Biomarker
Detection Approach in Mass Spectrometry Data.- Automating Biomedical Data Science
Through Tree-Based Pipeline Optimization.- Bicliques in Graphs with Correlated
Edges: From Artificial to Biological Networks.- Hybrid Biclustering Algorithms
for Data Mining.- Discovering Potential Clinical Profiles of Multiple Sclerosis
from Clinical and Pathological Free Text Data with Constraint Non-negative
Matrix Factorization.- Application of Evolutionary Algorithms for the
Optimization of Genetic Regulatory Networks.- EvoCOMNET: A Hybrid Discrete
Artificial Bee Colony Algorithm for the Multicast Routing Problem.- Evolving
Coverage Optimisation Functions for Heterogeneous Networks Using Grammatical
Genetic Programming.- Joint Topology Optimization, Power Control and Spectrum
Allocation for Intra-Vehicular Multi-hop Sensor Networks Using Dandelion-Encoded
Heuristics.- A Heuristic Crossover Enhanced Evolutionary Algorithm for
Clustering Wireless Sensor Network.- A Variable Local Search Based Memetic
Algorithm for the Load Balancing Problem in Cloud Computing.- An (MI)LP-Based
Primal Heuristic for 3-Architecture Connected Facility Location in Urban Access
Network Design.- Reducing Efficiency of Connectivity-Splitting Attack on
Newscast via Limited Gossip.- A Distributed Intrusion Detection Framework Based
on Evolved Specialized Ensembles of Classifiers.- UAV Fleet Mobility Model with
Multiple Pheromones for Tracking Moving Observation Targets.- EvoCOMPLEX: Towards
Intelligent Biological Control: Controlling Boolean Networks with Boolean Networks.-
The Emergence of Cooperation in Public Goods Games on Randomly Growing Dynamic
Networks.- Influence Maximization in Social Networks with Genetic Algorithms.- Measuring
Diversity of Socio-Cognitively Inspired ACO Search.- Multiwinner Voting in
Genetic Algorithms for Solving Ill-Posed Global Optimization Problems.- EvoENERGY:
A Decentralized PSO with Decoder for Scheduling Distributed Electricity
Generation.- Comparison of Multi-objective Evolutionary Optimization in Smart
Building Scenarios.- Stigmergy-Based Scheduling of Flexible Loads.- Electrical
Load Pattern Shape Clustering Using Ant Colony Optimization.- Optimization of
Operation and Control Strategies for Battery Energy Storage Systems by
Evolutionary Algorithms.- EvoGAMES: Orthogonally Evolved AI to Improve
Difficulty Adjustment in Video Games.- There Can Be only One: Evolving RTS Bots
via Joust Selection.- Constrained Level Generation through Grammar-Based
Evolutionary Algorithms.- Evolving Chess-Like Games Using Relative Algorithm
Performance Profiles.-  Online Evolution
for Multi-action Adversarial Games.- The Story of Their Lives: Massive Procedural
Generation of Heroes' Journeys Using Evolved Agent-Based Models and Logical Reasoning.-
Dangerousness Metric for Gene Regulated Car Driving.- Using Isovists to Evolve
Terrains with Gameplay Elements.- A Spatially-Structured PCG Method for Content
Diversity in a Physics-Based simulation Game.- Design and Evaluation of an
Extended Learning Classifier-Based StarCraft Micro AI.- EvoIASP: A Wrapper
Feature Selection Approach to Classification with Missing Data.- Bare-Bone
Particle Swarm Optimisation for Simultaneously Discretising and Selecting
Features For High-Dimensional Classification.- Mutual Information Estimation
for Filter Based Feature Selection Using Particle Swarm Optimization.- Speaker
Verification on Unbalanced Data with Genetic Programming.- Binary Tomography
Reconstruction by Particle Aggregation.- Population Based Ant Colony Optimization
for Reconstructing ECG Signals.- EvoINDUSTRY: Can Evolutionary Algorithms Beat
Dynamic Programming for Hybrid.- NSGA-II Based Auto-Calibration of Automatic
Number Plate Recognition Camera for Vehicle Speed Measurement.- Environment-Model
Based Testing with Differential Evolution in an Industrial Setting.- Workforce
Scheduling in Inbound Customer Call Centres with a Case Study.