Applications of evolutionary computation : 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30-April 1, 2016, Proceedings, Part I
EvoApplications (Conference), Giovanni Squillero (Editor), Paolo Burelli (Editor)
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)
Congress
1 online resource (xxv, 849 pages) : illustrations
9783319312040, 9783319312033, 3319312049, 3319312030
945632912
Printed edition:
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
International conference proceedings
Includes author index
English