GECCO '16 Companion- Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion - TUTORIALS
Full Citation in the ACM Digital Library
TUTORIAL SESSION: Introduction Tutorials
Introduction to Complex Networks
Marco Tomassini
Evolutionary Computation: A Unified Approach
Kenneth De Jong
GECCO 2016 Tutorial on Evolutionary Multiobjective Optimization
Dimo Brockhoff
Tobias Wagner
Evolving Neural Networks
Risto Miikkulainen
Genetic Programming: A Tutorial Introduction
Una-May O'Reilly
Hyper-Heuristics
Daniel R. Tauritz
John Woodward
Introducing Rule-Based Machine Learning: Capturing Complexity
Ryan Urbanowicz
Introduction to Randomized Continuous Optimization
Youhei Akimoto
Anne Auger
Nikolaus Hansen
Introductory Statistics for EC: A Visual Approach
Mark Wineberg
Model-Based Evolutionary Algorithms
Dirk Thierens
Peter A.N. Bosman
Representations for Evolutionary Algorithms
Franz Rothlauf
Runtime Analysis of Population-based Evolutionary Algorithms
Per Kristian Lehre
Pietro S. Oliveto
Theory for Non-Theoreticians
Benjamin Doerr
Carola Doerr
TUTORIAL SESSION: Advanced Tutorials
Biased Ranom-Key Genetic Algorithms: An Advanced Tutorial
Mauricio G.C. Resende
Celso C. Ribeiro
Blind No More: Deterministic Partition Crossover and Deterministic Improving Moves
Darrell Whitley
CMA-ES and Advanced Adaptation Mechanisms
Youhei Akimoto
Anne Auger
Nikolaus Hansen
Constraint-Handling Techniques used with Evolutionary Algorithms
Carlos A. Coello Coello
Expressive Genetic Programming: Concepts and Applications
Lee Spector
Nicholas Freitag McPhee
Generative and Developmental Systems Tutorial
Kenneth O. Stanley
Semantic Genetic Programming
Alberto Moraglio
Krzysztof Krawiec
Simulation Optimisation: Tutorial
Juergen Branke
Solving Complex Problems with Coevolutionary Algorithms
Krzysztof Krawiec
Malcolm Heywood
Theory of Swarm Intelligence
Dirk Sudholt
Visualization in Multiobjective Optimization
Bogdan Filipic
Tea Tusar
TUTORIAL SESSION: Specialized Tutorials
Medical Applications of Evolutionary Computation
Stephen L. Smith
Automatic (Offline) Configuration of Algorithms
Thomas Stützle
Manuel López-Ibáñez
Cloudy Distributed Evolutionary Algorithms
Juan J. Merelo
Intelligent Systems for Smart Cities
Enrique Alba
Evolutionary Computation and Games
Julian Togelius
Evolutionary Computation for Feature Selection and Feature Construction
Mengjie Zhang
Bing Xue
Evolutionary Computation and Cryptology
Stjepan Picek
WORKSHOP SESSION: IAM 2016 Workshop
IAM 2016 Chairs' Welcome & Organization
Silvino Fernandez
Thomas Stützle
Pablo Valledor Pellicer
Optimising a Waste Heat Recovery System using Multi-Objective Evolutionary Algorithm
Maizura Mokhtar
Ian Hunt
Stephen Burns
Dave Ross
Multi-Line Batch Scheduling by Similarity
Ignacio Arnaldo
Erik Hemberg
Una-May O'Reilly
Granular-Based Dimension Reduction for Solar Radiation Prediction Using Adaptive Memory Programming
Abdel-Rahman Hedar
Alaa E. Abdel-Hakim
Majid Almaraashi
Criticality of Response Time in the usage of Metaheuristics in Industry
Silvino Fernández
Pablo Valledor
Diego Diaz
Eneko Malatsetxebarria
Miguel Iglesias
WORKSHOP SESSION: GECCO Workshop on Measuring and Promoting Diversity in Evolutionary Algorithms
MPDEA 2016 Chairs' Welcome & Organization
Giovanni Squillero
Alberto Tonda
Promoting Diversity in Evolutionary Algorithms: an Updated Bibliography
Giovanni Squillero
Alberto Tonda
Maintaining Diversity in The Bounded Pareto-Set: A Case of Opposition Based Solution Generation Scheme
AKM Khaled Ahsan Talukder
Kalyanmoy Deb
Shahryar Rahnamayan
Population Diversity as a Selection Factor: Improving Fitness by Increasing Diversity
James Byron
Wayne Iba
Harnessing Phenotypic Diversity towards Multiple Independent Objectives
Davy Smith
Laurissa Tokarchuk
Geraint Wiggins
On Synergies between Diversity and Task Decomposition in Constructing Complex Systems with GP
Jessica P.C. Bonson
Stephen Kelly
Andrew R. McIntyre
Malcolm I. Heywood
A Modified Grid Diversity Operator for Discrete Optimization and its Application to Wind Farm Layout Optimization Problems
Ahmed Salah
Emma Hart
Effects of Lexicase and Tournament Selection on Diversity Recovery and Maintenance
Thomas Helmuth
Nicholas Freitag McPhee
Lee Spector
WORKSHOP SESSION: GECCO'16 Student Workshop
GECCO'16 Student Workshop Chairs' Welcome & Organization
Vanessa Volz
Samadhi Nallaperuma
Boris Naujoks
Integrating Local Search within neat-GP
Perla Juárez-Smith
Leonardo Trujillo
Simulated Annealing as a Pre-Processing Step for Force-Directed Graph Drawing
Farshad Ghassemi Toosi
Nikola S. Nikolov
Malachy Eaton
A Two Stages Invasive Weed Optimization via a New Clustering Strategy
Shanshan Huang
Zhigang Ren
Muju Wang
Chenlin Sun
FdDCA: A Novel Fuzzy Deterministic Dendritic Cell Algorithm
Nura Mukhtar
George M. Coghill
Wei Pang
Parallel SMS-EMOA for Many-Objective Optimization Problems
Raquel Hernández Gómez
Carlos A. Coello Coello
Evolution of Layer Based Neural Networks: Preliminary Report
Edward R. Pantridge
Lee Spector
Random Tree Generator for an FPGA-based Genetic Programming System
Carlos A. Goribar Jiménez
Yazmín Maldonado
Leonardo Trujillo
Small-Moves Based Mutation For Pick-Up And Delivery Problem
Viacheslav Shalamov
Andrey Filchenkov
Daniil Chivilikhin
Variable Selection for Multivariate Calibration in Chemometrics: A Real-World Application with Building Blocks Disruption Problem
Lauro C.M. de Paula
Anderson S. Soares
Telma W. de Lima
Arlindo R.G. Filho
Clarimar J. Coelho
Adding Program Length Bias to the Lexicase and Tournament Selection Algorithms
Eva Moscovici
Bee-Inspired Landmark Recognition in Robotic Navigation
Kodi C.A. Cumbo
Samantha Heck
Ian Tanimoto
Travis DeVault
Robert Heckendorn
Terence Soule
WORKSHOP SESSION: Evolution in Cognition 2016
Evolution in Cognition 2016 Chairs' Welcome
Stephane Doncieux
Joshua E. Auerbach
Richard J. Duro
Harold P. de Vladar
The Evolution of Artificial Neurogenesis
Dennis Wilson
Sylvain Cussat-Blanc
Hervé Luga
An Attractor Network-Based Model with Darwinian Dynamics
Harold P. de Vladar
Anna Fedor
András Szilágyi
István Zachar
Eörs Szathmáry
Darwinian Dynamics of Embodied Chaotic Exploration
Yoonsik Shim
Joshua E. Auerbach
Phil Husbands
Considering Memory Networks in the LTM Structure of the Multilevel Darwinist Brain
Richard J. Duro
José Antonio Becerra
Juan Monroy
Pilar Caamano
Gaining Insight into Quality Diversity
Joshua E. Auerbach
Giovanni Iacca
Dario Floreano
Neuroevolutionary Motivational Engine for Autonomous Robots
Rodrigo Salgado
Abraham Prieto
Francisco Bellas
Luis Calvo-Varela
Richard J. Duro
WORKSHOP SESSION: SecDef Workshop 2016
SecDef Workshop 2016 Chairs' Welcome & Organization
Gunes Kayacik
Frank Moore
Automatic Course of Action Generation using Soft Data for Maritime Domain Awareness
Alex Plachkov
Rami Abielmona
Moufid Harb
Rafael Falcon
Diana Inkpen
Voicu Groza
Emil Petriu
Multi-UAV Path Planning with Parallel Genetic Algorithms on CUDA Architecture
Ugur Cekmez
Mustafa Ozsiginan
Ozgur Koray Sahingoz
Dynamics of Adversarial Co-evolution in Tax Non-Compliance Detection
Jacob Rosen
Erik Hemberg
Una-May O'Reilly
Initiating a Moving Target Network Defense with a Real-time Neuro-evolutionary Detector
Robert J. Smith
Ayse Nur Zincir-Heywood
Malcolm I. Heywood
John T. Jacobs
An Incremental Ensemble Evolved by using Genetic Programming to Efficiently Detect Drifts in Cyber Security Datasets
Gianluigi Folino
Francesco Sergio Pisani
Pietro Sabatino
WORKSHOP SESSION: Workshop on Algorithms and Data Structures for Evolutionary Computation
GECCO'16 Workshop on Algorithms and Data Structures for Evolutionary Computation Chairs' Welcome
Maxim Buzdalov
Best Order Sort: A New Algorithm to Non-dominated Sorting for Evolutionary Multi-objective Optimization
Proteek Chandan Roy
Md. Monirul Islam
Kalyanmoy Deb
Efficient Removal of Points with Smallest Crowding Distance in Two-dimensional Incremental Non-dominated Sorting
Niyaz Nigmatullin
Maxim Buzdalov
Andrey Stankevich
WORKSHOP SESSION: Genetic Improvement 2016
Genetic Improvement 2016 Chairs' Welcome & Organization
Westley Weimer
Justyna Petke
David R. White
Benchmarking Genetically Improved BarraCUDA on Epigenetic Methylation NGS datasets and nVidia GPUs
William B. Langdon
Albert Vilella
Brian Yee Hong Lam
Justyna Petke
Mark Harman
Guiding Unconstrained Genetic Improvement
David R. White
Genetic Improvement for Code Obfuscation
Justyna Petke
Speeding up the Proof Strategy in Formal Software Verification
Markus Wagner
Optimising Energy Consumption Heuristically on Android Mobile Phones
Mahmoud Bokhari
Markus Wagner
Automatic Improvement of Apache Spark Queries using Semantics-preserving Program Reduction
Zoltan A. Kocsis
John H. Drake
Douglas Carson
Jerry Swan
Genetic Programming: From Design to Improved Implementation
Víctor R. López-López
Leonardo Trujillo
Pierrick Legrand
Gustavo Olague
GP vs GI: If You Can't Beat Them, Join Them
John R. Woodward
Colin G. Johnson
Alexander E.I. Brownlee
Evals is Not Enough: Why We Should Report Wall-clock Time
John R. Woodward
Alexander E.I. Brownlee
Colin G. Johnson
Evolutionary Optimization of Compiler Flag Selection by Learning and Exploiting Flags Interactions
Unai Garciarena
Roberto Santana
WORKSHOP SESSION: BBOB-2016
GECCO'16 Black-Box Optimization Benchmarking Workshop (BBOB-2016): Workshop Chairs' Welcome Message
Anne Auger
Dimo Brockhoff
Nikolaus Hansen
Dejan Tušar
Tea Tušar
Tobias Wagner
Anytime Bi-Objective Optimization with a Hybrid Multi-Objective CMA-ES (HMO-CMA-ES)
Ilya Loshchilov
Tobias Glasmachers
Unbounded Population MO-CMA-ES for the Bi-Objective BBOB Test Suite
Oswin Krause
Tobias Glasmachers
Nikolaus Hansen
Christian Igel
Evaluating the Population Size Adaptation Mechanism for CMA-ES on the BBOB Noiseless Testbed
Kouhei Nishida
Youhei Akimoto
Evaluating the Population Size Adaptation Mechanism for CMA-ES on the BBOB Noisy Testbed
Kouhei Nishida
Youhei Akimoto
Hypervolume-Based DIRECT for Multi-Objective Optimisation
Cheryl Sze Yin Wong
Abdullah Al-Dujaili
Suresh Sundaram
A MATLAB Toolbox for Surrogate-Assisted Multi-Objective Optimization: A Preliminary Study
Abdullah Al-Dujaili
S. Suresh
Benchmarking the Pure Random Search on the Bi-objective BBOB-2016 Testbed
Anne Auger
Dimo Brockhoff
Nikolaus Hansen
Dejan Tušar
Tea Tušar
Tobias Wagner
The Impact of Variation Operators on the Performance of SMS-EMOA on the Bi-objective BBOB-2016 Test Suite
Anne Auger
Dimo Brockhoff
Nikolaus Hansen
Dejan Tušar
Tea Tušar
Tobias Wagner
Benchmarking MATLAB's gamultiobj (NSGA-II) on the Bi-objective BBOB-2016 Test Suite
Anne Auger
Dimo Brockhoff
Nikolaus Hansen
Dejan Tušar
Tea Tušar
Tobias Wagner
Benchmarking RM-MEDA on the Bi-objective BBOB-2016 Test Suite
Anne Auger
Dimo Brockhoff
Nikolaus Hansen
Dejan Tušar
Tea Tušar
Tobias Wagner
Performance of the DEMO Algorithm on the Bi-objective BBOB Test Suite
Tea Tušar
Bogdan Filipic
The Impact of Search Volume on the Performance of RANDOMSEARCH on the Bi-objective BBOB-2016 Test Suite
Anne Auger
Dimo Brockhoff
Nikolaus Hansen
Dejan Tušar
Tea Tušar
Tobias Wagner
WORKSHOP SESSION: SAEOpt 2016
Surrogate-Assisted Evolutionary Optimisation (SAEOpt'16) Chairs' Welcome & Organization
Alma Rahat
Richard Everson
Jonathan Fieldsend
Yaochu Jin
Handing Wang
Mining Markov Network Surrogates for Value-Added Optimisation
Alexander E.I. Brownlee
Adaptation of Surrogate Tasks for Bipedal Walk Optimization
Patrick MacAlpine
Elad Liebman
Peter Stone
Fitness Estimation Strategy Assisted Competitive Swarm Optimizer for High Dimensional Expensive Problems
Chaoli Sun
Yaochu Jin
Jinliang Ding
Jianchao Zeng
Uncertainty in Surrogate Models
Handing Wang
Data Driven Evolutionary Optimization of Complex Systems: Big Data Versus Small Data
Yaochu Jin
WORKSHOP SESSION: Workshop Evolutionary Computation in Computational Structural Biology
Workshop Evolutionary Computation in Computational Structural Biology 2016 Chairs' Welcome
José Santos
Julia Handl
Amarda Shehu
Using Crowding-Distance in a Multiobjective Genetic Algorithm for Protein Structure Prediction
Gregório Kappaun Rocha
Fábio Lima Custódio
Helio J.C. Barbosa
Laurent Emmanuel Dardenne
Path-based Guidance of an Evolutionary Algorithm in Mapping a Fitness Landscape and its Connectivity
Emmanuel Sapin
Kenneth De Jong
Amarda Shehu
An Ecologically-inspired Parallel Approach Applied to the Protein Structure Reconstruction from Contact Maps
César M.V. Benítez
Rafael Stubs Parpinelli
Heitor Silvério Lopes
Protein Folding Modeling with Neural Cellular Automata Using Rosetta
Daniel Varela
José Santos
WORKSHOP SESSION: EvoSoft 2016
Evolutionary Computation Software Systems (EvoSoft) Workshop 2016 Chairs' Welcome & Organization
Stefan Wagner
Michael Affenzeller
elephant56: Design and Implementation of a Parallel Genetic Algorithms Framework on Hadoop MapReduce
Pasquale Salza
Filomena Ferrucci
Federica Sarro
NodIO: A Framework and Architecture for Pool-based Evolutionary Computation
Juan J. Merelo
Pedro A. Castillo
Pablo García-Sánchez
Paloma de las Cuevas
Mario García Valdez
Optimization Knowledge Center: A Decision Support System for Heuristic Optimization
Andreas Beham
Stefan Wagner
Michael Affenzeller
WORKSHOP SESSION: ECADA 2016
ECADA 2016 Chairs' Welcome
Manuel López-Ibáñez
Daniel Tauritz
John Woodward
Exploration of Metaheuristics through Automatic Algorithm Configuration Techniques and Algorithmic Frameworks
Alberto Franzin
Thomas Stützle
Evolution Evolves with Autoconstruction
Lee Spector
Nicholas Freitag McPhee
Thomas Helmuth
Maggie M. Casale
Julian Oks
Connecting Automatic Parameter Tuning, Genetic Programming as a Hyper-heuristic, and Genetic Improvement Programming
John R. Woodward
Colin G. Johnson
Alexander E.I. Brownlee
Why Asynchronous Parallel Evolution is the Future of Hyper-heuristics: A CDCL SAT Solver Case Study
Alex R. Bertels
Daniel R. Tauritz
WORKSHOP SESSION: MedGEC'16
MedGEC'16 Chairs' Welcome
Stephen L. Smith
Stefano Cagnoni
Robert Patton
A Multi-Objective Approach to Predicting Motor and Cognitive Deficit in Parkinson's Disease Patients
Marta Vallejo
Jeremy Cosgrove
Jane E. Alty
Stuart Jamieson
Stephen L. Smith
David W. Corne
Michael A. Lones
Exploring the Application of Hybrid Evolutionary Computation Techniques to Physical Activity Recognition
Alejandro Baldominos
Carmen del Barrio
Yago Saez
An Optimized Feed-forward Artificial Neural Network Topology to Support Radiologists in Breast Lesions Classification
Vitoantonio Bevilacqua
Antonio Brunetti
Maurizio Triggiani
Domenico Magaletti
Michele Telegrafo
Marco Moschetta
Predicting Glycemia in Diabetic Patients By Evolutionary Computation and Continuous Glucose Monitoring
J. Manuel Colmenar
Stephan M. Winkler
Gabriel Kronberger
Esther Maqueda
Marta Botella
J. Ignacio Hidalgo
WORKSHOP SESSION: MBEA 2016
GECCO'16 Model-Based Evolutionary Algorithms (MBEA) Workshop Chairs' Welcome
Peter A.N. Bosman
John McCall
SESSION: VizGEC 2016
Visualisation Methods in Genetic and Evolutionary Computation (VizGEC 2016) Chairs' Welcome & Organization
David Walker
Jonathan Fieldsend
Richard Everson
Visualisation and Analysis of Genetic Records Produced by Cartesian Genetic Programming
Lukas Sekanina
Vlastimil Kapusta
Visualizing Genetic Programming Ancestries
Nicholas Freitag McPhee
Maggie M. Casale
Mitchell Finzel
Thomas Helmuth
Lee Spector
Visualizing for Success: How Can we Make the User more Efficient in Interactive Evolutionary Algorithms?
Juan-J. Merelo
Mario García Valdez
Carlos Cotta
Carlos Cotta
Enabling Dominance Resistance in Visualisable Distance-Based Many-Objective Problems
Jonathan E. Fieldsend
Learning Features for Discriminative Behavior Analysis of Evolutionary Algorithms via Slow Feature Analysis
Chengshan Pang
Mang Wang
Weiming Liu
Bin Li
SESSION: IWERML'16
International Workshop on Evolutionary Rule-Based Machine Learning Workshop (IWERML) Welcome & Organization
Karthik Kuber
Masaya Nakata
Kamran Shafi
Pareto Inspired Multi-objective Rule Fitness for Adaptive Rule-based Machine Learning
Ryan J. Urbanowicz
Randal S. Olson
Jason H. Moore
Code Fragments: Past and Future use in Transfer Learning
Will N. Browne
Hands-on Workshop on Learning Classifier Systems
Ryan J. Urbanowicz
Will N. Browne
Karthik Kuber
SESSION: Women@GECCO 2016
Women@GECCO 2016 Chairs' Welcome
Carola Doerr
Julia Handl
Emma Hart
Gabriela Ochoa
Amarda Shehu
Tea Tušar
Anya E. Vostinar
Christine Zarges
Nur Zincir-Heywood
SESSION: Late-Breaking Abstracts Workshop
Late-Breaking Abstracts Workshop at GECCO'16: Chair's Welcome
Francisco Chicano
A Multimodal Adaptive Genetic Clustering Algorithm
Sawsan Al-Malak
Manar Hosny
BeamGA Median: A Hybrid Heuristic Search Framework
Ghada Badr
Manar Hosny
Nuha Bintayyash
Eman Albilali
Souad Larabi Marie-Sainte
Nearing Stroop Effect Replication via Neuroevolution
Amit Benbassat
Avishai Henik
Reducing Energy Consumption in Smart Cities: A Scatter Search Based Approach
Olfa Chebbi
Nouha Nouri
Feature Selection using Genetic Algorithm: An Analysis of the Bias-Property for One-Point Crossover
Lauro C.M. de Paula
Anderson S. Soares
Telma Woerle de Lima
Clarimar J. Coelho
Discovery Motifs by Evolutionary Computation
Jader C. Garbelini
André Y. Kashiwabara
Danilo S. Sanches
Are Evolutionary Computation-Based Methods Comparable to State-of-the-art non-Evolutionary Methods for Community Detection?
Ami Hauptman
On Development of a New Approach for EA Acceleration in Chosen Large Optimization Problems of Mechanics
Janusz Orkisz
Maciej Glowacki
Comparison between Golden Ball Meta-heuristic, Evolutionary Simulated Annealing and Tabu Search for the Traveling Salesman Problem
Eneko Osaba
Roberto Carballedo
Pedro Lopez-Garcia
Fernando Diaz
TIMON Project: Description and Preliminary Tests for Traffic Prediction Using Evolutionary Techniques
Eneko Osaba
Pedro López-Garcia
Antonio D. Masegosa
Enrique Onieva
Hugo Landaluce
Asier Perallos
Schemata Bandits for MAXSAT
Nixon K. Ronoh
Edna Milgo
Ambrose K. KIprop
Bernard Manderick
Multiobjective Discrete Differential Evolution for Service Restoration in Energy Distribution Systems
Danilo S. Sanches
João Bosco A. London, Jr.
Alexandre C.B. Delbem
Increasing the Throughput of Expensive Evaluations Through a Vector Based Genetic Programming Framework
Jason Zutty
Daniel Long
Gregory Rohling
POSTER SESSION: Ant Colony Optimization and Swarm Intelligence
Asynchronous Steady State Particle Swarm
Carlos M. Fernandes
Juan Julián Merelo
Agostinho C. Rosa
Ant Colony Optimization Beats Resampling on Noisy Functions
Tobias Friedrich
Timo Kötzing
Francesco Quinzan
Andrew M. Sutton
POSTER SESSION: Artificial Immune Systems and Biological and Biomedical Applications
Fitness-Dependent Hybridization of Clonal Selection Algorithm and Random Local Search
Nina Bulanova
Arina Buzdalova
Maxim Buzdalov
Exploiting the Plasticity of Primary and Secondary Response Mechanisms in Artificial Immune Systems
Julie Greensmith
Andrew M. Jackson
Ian Spendlove
Metabolite Overproduction through Engineering and Optimization of Microbiome Composition Dynamics
Stephen Lincoln
Jacquelynn Benjamino
Joerg Graf
Ranjan Srivastava
VorAIS: A Multi-Objective Voronoi Diagram-based Artificial Immune System
Luis Martí
Arsene Fansi Tchango
Laurent Navarro
Marc Schoenauer
Using Multiobjective Evolutionary Algorithms to Understand Parkinson's Disease
Marta Vallejo
Jeremy Cosgrove
Jane E. Alty
Stephen L. Smith
David W. Corne
Michael A. Lones
POSTER SESSION: Complex Systems (Artificial Life/Robotics/Evolvable Hardware/Generative and Developmental Systems)
A Multi-objective Optimization Approach for Generating Complex Networks
Viplove Arora
Mario Ventresca
A Morphogenetic Design Strategy Using a Composite CA Model
Camilo Cruz
Justyna Karakiewicz
Michael Kirley
An Extended Study of Quality Diversity Algorithms
Justin K. Pugh
L. B. Soros
Kenneth O. Stanley
Automatic Evolution of Multimodal Behavior with Multi-Brain HyperNEAT
Jacob Schrum
Joel Lehman
Sebastian Risi
Exploring Conflicting Objectives with MADNS: Multiple Assessment Directed Novelty Search
Davy Smith
Laurissa Tokarchuk
Geraint Wiggins
What Factors Drive the Evolution of Mutualism?
Anya E. Vostinar
Luis Zaman
Charles Ofria
Evolving Novel Cellular Automaton Seeds Using Compositional Pattern Producing Networks (CPPN)
Joshuah Wolper
George Abraham
POSTER SESSION: Continuous Optimization
Contextual Stochastic Search
Abbas Abdolmaleki
Nuno Lau
Luis Paulo Reis
Gerhard Neumann
Diversity-Based Multi-Population Differential Evolution for Large-Scale Optimization
Yong-Feng Ge
Wei-Jie Yu
Jun Zhang
Multilevel Evolution Strategies for Multigrid Problems
Ofer M. Shir
QR Mutations Improve Many Evolution Strategies: A Lot On Highly Multimodal Problems
Fabien Teytaud
Olivier Teytaud
POSTER SESSION: Digital Entertainment Technologies and Arts
An Evo-Devo System for Algorithmic Composition that Actually Works
David Daniel Albarracín-Molina
Juan C. Moya
Francisco J. Vico
Evolutionary Procedural 2D Map Generation using Novelty Search
Andreas Scheibenpflug
Johannes Karder
Susanne Schaller
Stefan Wagner
Michael Affenzeller
Interactive Super Mario Bros Evolution
Patrikk D. Sørensen
Jeppeh M. Olsen
Sebastian Risi
POSTER SESSION: Evolutionary Combinatorial Optimization and Metaheuristics
Search Space Exploration and an Optimization Criterion for Hard Design Problems
Pierre Bergé
Kaourintin Le Guiban
Arpad Rimmel
Joanna Tomasik
Experimental Study of Automated Parameter Tuning on the Example of irace and the Traveling Salesman Problem
Daniil Chivilikhin
A Novel Co-evolutionary Approach for Constrained Genetic Algorithms
Emmanuel Kieffer
Mateusz Guzek
Grégoire Danoy
Pascal Bouvry
Anass Nagih
Solving Maximum Cut Problem with an Incremental Genetic Algorithm
Jinhyun Kim
Yourim Yoon
Byung-Ro Moon
Efficient Stochastic Local Search for Modularity Maximization
Rafael Santiago
Luís C. Lamb
Iterated Local Search Based Heuristic for Scheduling Jobs on Unrelated Parallel Machines with Machine Deterioration Effect
Vívian L. Aguiar Santos
José Elias C. Arroyo
Thales F.M. Carvalho
Toward the Design of Efficient Pivoting Rules for Local Search
Sara Tari
Matthieu Basseur
Adrien Goëffon
Hybridizing Different Local Search Algorithms with Each Other and Evolutionary Computation: Better Performance on the Traveling Salesman Problem
Yuezhong Wu
Thomas Weise
Weichen Liu
A Coevolution Genetic Algorithm for Conflict Resolution of Multi-user Satellite Observation Activities
Baorong Zhai
Hao Chen
Jun Li
Ning Jing
POSTER SESSION: Evolutionary Machine Learning
Improving Logistic Regression Classification of Credit Approval with Features Constructed by Kaizen Programming
Vinícius Veloso de Melo
Wolfgang Banzhaf
Inspecting the Latent Space of Stock Market Data with Genetic Programming
Sungjoo Ha
Sangyeop Lee
Byung-Ro Moon
Evolving Augmented Graph Grammars for Argument Analysis
Collin F. Lynch
Linting Xue
Min Chi
Variance-based Learning Classifier System without Convergence of Reward Estimation
Takato Tatsumi
Takahiro Komine
Masaya Nakata
Hiroyuki Sato
Tim Kovacs
Keiki Takadama
Directly Constructing Multiple Features for Classification with Missing Data using Genetic Programming with Interval Functions
Cao Truong Tran
Mengjie Zhang
Peter Andreae
Bing Xue
POSTER SESSION: Evolutionary Multiobjective Optimization
A CUDA Implementation of an Improved Decomposition Based Evolutionary Algorithm for Multi-Objective Optimization
Md Asafuddoula
Hemant Kumar Singh
Tapabrata Ray
Local Search Move Strategies within MOEA/D
Bilel Derbel
Arnaud Liefooghe
Qingfu Zhang
Hernan Aguirre
Kiyoshi Tanaka
Adaptive Use of Innovization Principles for a Faster Convergence of Evolutionary Multi-Objective Optimization Algorithms
Abhinav Gaur
Kalyanmoy Deb
Towards a Better Diversity of Evolutionary Multi-Criterion Optimization Algorithms using Local Searches
Haitham Ahmed Seada
Mohamed Abouhawwash
Kalyanmoy Deb
Approximate BDD Optimization with Prioritized ε-Preferred Evolutionary Algorithm
Saeideh Shirinzadeh
Mathias Soeken
Daniel Große
Rolf Drechsler
Multi-objective Optimisation with a Sequence-based Selection Hyper-heuristic
David J. Walker
Ed Keedwell
Weighted Optimization Framework for Large-scale Multi-objective Optimization
Heiner Zille
Hisao Ishibuchi
Sanaz Mostaghim
Yusuke Nojima
POSTER SESSION: Genetic Algorithms
Investigation on Parameterless Schemes for DSMGA-II
Chia-hua Chang
Tian-Li Yu
A Novel GA-based Feature Selection Approach for High Dimensional Data
Claudio De Stefano
Francesco Fontanella
Alessandra Scotto di Freca
A GA-Inspired Approach to the Reduction of Edge Crossings in Force-Directed Layouts
Farshad Ghassemi Toosi
Nikola S. Nikolov
Malachy Eaton
A Homologous Gene Replacement based Genetic Algorithm
Sumaiya Iqbal
Md Tamjidul Hoque
mpEAd: Multi-Population EA Diagrams
Sebastian Lenartowicz
Mark Wineberg
Maintaining Genetic Diversity in Multimodal Evolutionary Algorithms using Population Injection
Robin Mueller-Bady
Martin Kappes
Inmaculada Medina-Bulo
Francisco Palomo-Lozano
POSTER SESSION: Genetic Programming
Simultaneous Synthesis of Multiple Functions using Genetic Programming with Scaffolding
Iwo Bladek
Krzysztof Krawiec
Arbitrarily Close Alignments in the Error Space: A Geometric Semantic Genetic Programming Approach
Ivo Gonçalves
Sara Silva
Carlos M. Fonseca
Mauro Castelli
Finding Nonlinear Relationships in fMRI Time Series with Symbolic Regression
James Alexander Hughes
Mark Daley
A Semantics based Symbolic Regression Framework for Mining Explicit and Implicit Equations from Data
Quang Nhat Huynh
Hemant Kumar Singh
Tapabrata Ray
On Heuristics for Seeding the Initial Population of Cartesian Genetic Programming Applied to Combinational Logic Circuits
Francisco A.L. Manfrini
Heder S. Bernardino
Helio J.C. Barbosa
Evolving Attackers against Wireless Sensor Networks
Kinga Mrugala
Nilufer Tuptuk
Stephen Hailes
Niching Genetic Programming based Hyper-heuristic Approach to Dynamic Job Shop Scheduling: An Investigation into Distance Metrics
John Park
Yi Mei
Gang Chen
Mengjie Zhang
Grammar-based Selection Hyper-heuristics for Solving Irregular Bin Packing Problems
Alejandro Sosa-Ascencio
Hugo Terashima-Marín
José C. Ortiz-Bayliss
Santiago E. Conant-Pablos
Solving the Lawn Mower problem with Kaizen Programming and λ-Linear Genetic Programming for Module Acquisition
Léo Françoso Dal Piccol Sotto
Vinícius Veloso de Melo
POSTER SESSION: Integrative Genetic and Evolutionary Computation
Recombination Hotspots Promote the Evolvability of Modular Systems
Ari Larson
Anton Bernatskiy
Collin Cappelle
Ken Livingston
Nicholas Livingston
John Long
Jodi Schwarz
Marc Smith
Josh Bongard
POSTER SESSION: Parallel Evolutionary Systems
Parallel Differential Evolution Based on Distributed Cloud Computing Resources for Power Electronic Circuit Optimization
Xiao-Fang Liu
Zhi-Hui Zhan
Jun-Hao Lin
Jun Zhang
A New Hybrid GPU-PSO Approach for Solving Max-CSPs
Dali Narjess
Bouamama Sadok
Develop, Deploy and Execute Parallel Genetic Algorithms in the Cloud
Pasquale Salza
Filomena Ferrucci
Federica Sarro
POSTER SESSION: Real World Applications
Optimum Design of Artificial Lateral Line Systems for Object Tracking under Uncertain Conditions
Ali Ahrari
Hong Lei
Montassar Aidi Sharif
Kalyanmoy Deb
Xiaobo Tan
Introducing Pareto-based MOEA to Neurosurgery Preoperative Path Planning
Noura Hamze
Pierre Collet
Caroline Essert
Improving Classification of Patterns in Ultra-High Frequency Time Series with Evolutionary Algorithms
Piotr Lipinski
Krzysztof Michalak
Adrian Lancucki
Mechanical Modeling with Particle Swarm Optimization Algorithm for Braided Bicomponent Ureteral Stent
Xiaoyan Liu
Feng Li
Yongsheng Ding
Lu Wang
Kuangrong Hao
A Graph-based QoS-Aware Method for Web Service Composition with Branching
Alexandre Sawczuk da Silva
Hui Ma
Mengjie Zhang
Evolutionary Dynamic Optimization of Control Trajectories for the Catalytic Transformation of the Bioethanol-To-Olefins Process using Neural Networks
Gorka Sorrosal
Cruz E. Borges
Martin Holeña
Ana M. Macarulla
Cristina Martin
Ainhoa Alonso-Vicario
Co-evolution of Sensor Morphology and Behavior
Terence Soule
Barrie D. Robison
Robert B. Heckendorn
POSTER SESSION: Search-Based Software Engineering and Self-* Search
Configuring a Stigmergy-based Traffic Light Controller
Jérémie Dubois-Lacoste
Thomas Stützle
Selection and Generation Hyper-heuristics for Solving the Vehicle Routing Problem with Time Windows
David Espinoza-Nevárez
José Carlos Ortiz-Bayliss
Hugo Terashima-Marín
Gustavo Gatica
Adaptive Parameter Selection in Evolutionary Algorithms by Reinforcement Learning with Dynamic Discretization of Parameter Range
Arkady Rost
Irina Petrova
Arina Buzdalova
Exploiting Antipheromone in Ant Colony Optimisation for Interactive Search-Based Software Design and Refactoring
Chris Simons
Jim Smith
Curious: Searching for Unknown Regions of Space with a Subpopulation-based Algorithm
Danilo Vasconcellos Vargas
Junichi Murata
POSTER SESSION: Theory
An Algorithm for Computing Lower Bounds for Unrestricted Black-Box Complexities
Maxim Buzdalov
Principled Evolutionary Algorithm Design and the Kernel Trick
Fergal Lane
R. Muhammad Atif Azad
Conor Ryan
On the Capacity of Evolution Strategies to Statistically Learn the Landscape
Ofer M. Shir
Jonathan Roslund
Amir Yehudayoff
POSTER SESSION: Hot Off Press
Model-Based Relative Entropy Stochastic Search
Abbas Abdolmaleki
Rodulf Lioutikov
Nuno Lua
Luis Paulo Reis
Jan Peters
Gerhard Neumann
On the Automatic Construction of Regular Expressions from Examples (GP vs. Humans 1-0)
Alberto Bartoli
Andrea De Lorenzo
Eric Medvet
Fabiano Tarlao
Evolution of Complex Emergent Behaviour in Multi-State Cellular Automata
Michal Bidlo
Unleashing the Potential of Evolutionary Swarm Robotics in the Real World
Miguel Duarte
Vasco Costa
Jorge Gomes
Tiago Rodrigues
Fernando Silva
Sancho Moura Oliveira
Anders Lyhne Christensen
The Benefit of Recombination in Noisy Evolutionary Search
Tobias Friedrich
Timo Kötzing
Martin S. Krejca
Andrew M. Sutton
Online Discovery of Search Objectives for Test-based Problems
Paweł Liskowski
Krzysztof Krawiec
The Smaller, the Better: Selecting Refined SVM Training Sets Using Adaptive Memetic Algorithm
Jakub Nalepa
Michal Kawulok
Intelligent On-Line Energy Management System for Plug-in Hybrid Electric Vehicles based on Evolutionary Algorithm
Xuewei Qi
Matthew Barth
Guoyuan Wu
Kanok Boriboonsomsin