GECCO '16 Companion- Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion - POSTERS

Full Citation in the ACM Digital Library

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