GECCO '17- Proceedings of the Genetic and Evolutionary Computation Conference Companion

GECCO '17- Proceedings of the Genetic and Evolutionary Computation Conference Companion

Full Citation in the ACM Digital Library

SESSION: Hot off the press

The unrestricted black-box complexity of jump functions

  • Maxim Buzdalov
  • Benjamin Doerr
  • Mikhail Kever

Multilayer optimization of heterogeneous networks using grammatical genetic programming

  • Michael Fenton
  • David Lynch
  • Stepan Kucera
  • Holger Claussen
  • Michael O'Neill

On constructing ensembles for combinatorial optimisation

  • Emma Hart
  • Kevin Sim

Evolutionary algorithm with a directional local search for multiobjective optimization in combinatorial problems

  • Krzysztof Michalak

Effective visualisation of the high-dimensional pareto-optimal solutions

  • Maizura Mokhtar
  • Ian Hunt
  • Stephen Burns
  • Dave Ross

Downscaling near-surface atmospheric fields with multi-objective genetic programming

  • Tanja Zerenner
  • Victor Venema
  • Petra Friederichs
  • Clemens Simmer

SESSION: Late-breaking abstracts

A novel iterative improvement pivoting rule for local search heuristics

  • Saad Bougrine
  • Mohammed Amine El Majdouli
  • Abdelhakim Ameur El Imrani

An approach of satellite periodic continuous observation task scheduling based on evolutionary computation

  • Hao. Chen
  • Chun. Du
  • Jun. Li
  • Ning. Jing
  • Lingfeng. Wang

BBIOS: a characterization of evolutionary algorithm stability

  • Matthew J. Craven
  • Simon P. Martin

Exploring the (efficient) frontiers of portfolio optimization

  • Matthew J. Craven
  • David I. Graham

Optimizing LSTM RNNs using ACO to predict turbine engine vibration

  • AbdElRahman ElSaid
  • Brandon Wild
  • Fatima El Jamiy
  • James Higgins
  • Travis Desell

Social trends in the iterated prisoner's dilemma

  • Jessica Finocchiaro
  • H. David Mathias

Solving order/degree problems by using EDA-GK

  • H. Handa
  • R. Hasegawa

A bi-objective memetic algorithm proposal for solving the minimum sum coloring problem

  • Olfa Harrabi
  • Ezzeddine Fatnassi
  • Hend Bouziri
  • Jouhaina Chaouachi

Solving a large sudoku by co-evolving numerals

  • Jeffrey Horn

Multi-document summarization using evolutionary multi-objective optimization

  • Chihoon Jung
  • Rituparna Datta
  • Aviv Segev

Discovering weekly seasonality for water demand prediction using evolutionary algorithms

  • Piotr Lipinski
  • Patryk Filipiak
  • Pawel Rychlikowski
  • Justyna Stanczyk
  • Joanna Kajewska-Szkudlarek
  • Janusz Lomotowski
  • Tomasz Konieczny

Utilization of infeasible solutions in MOEA/D for solving constrained many-objective optimization problems

  • Minami Miyakawa
  • Hiroyuki Sato
  • Yuji Sato

Melody composition using geometric crossover for variable-length encoding

  • Yong-Wook Nam
  • Yong-Hyuk Kim

Evaluating island-based EAs on unstable networks with complex failure patterns

  • Rafael Nogueras
  • Carlos Cotta

An efficient vector-growth decomposition algorithm for cooperative coevolution in solving large scale problems

  • Zhigang Ren
  • An Chen
  • Lin Wang
  • Yongsheng Liang
  • Bei Pang

Optimization of solid waste collection: two ACO approaches

  • E. A. Mancera-Galván
  • Beatriz A. Garro
  • K. Rodríguez-Vázquez

General aspect-based selection concept for multi- and many-objective molecular optimization

  • Susanne Rosenthal
  • Markus Borschbach

Hierarchical pattern mining based on swarm intelligence

  • Kazuaki Tsuboi
  • Satoshi Suga
  • Satoshi Kurihara

POSTER SESSION: Ant colony optimization and swarm intelligence

Particle swarm optimization based on island models

  • Houda Abadlia
  • Nadia Smairi
  • Khaled Ghedira

Parallel ant colony optimization for evacuation planning

  • Manel Hajjem
  • Hend Bouziri
  • El-Ghazali Talbi
  • Khaled Mellouli

POSTER SESSION: Complex systems (artificial life/artificial immune systems/robotics/evolvable hardware/generative and developmental systems)

Ecological modularity as a means to reduce necessary training environments in evolutionary robotics

  • Collin Cappelle
  • Anton Bernatskiy
  • Josh C. Bongard

Evolving cost functions for model predictive control of multi-agent UAV combat swarms

  • David D. Fan
  • Evangelos Theodorou
  • John Reeder

Increasing the complexity of solutions produced by an evolutionary developmental system

  • Heather J. Goldsby
  • Rebecca L. Young
  • Hans A. Hofmann
  • Arend Hintze

Automated pattern identification and classification: anomaly detection case study

  • R. G. Goss
  • G. S. Nitschke

Exploring divergence in soft robot evolution

  • Daniele Gravina
  • Antonios Liapis
  • Georgios N. Yannakakis

Is social learning more than parameter tuning?

  • Jacqueline Heinerman
  • Jörg Stork
  • Margarita Alejandra Rebolledo Coy
  • Julien Hubert
  • A. E. Eiben
  • Thomas Bartz-Beielstein
  • Evert Haasdijk

Benefits of lamarckian evolution for morphologically evolving robots

  • Milan Jelisavcic
  • Rafael Kiesel
  • Kyrre Glette
  • Evert Haasdijk
  • A. E. Eiben

Precomputation for rapid hypothesis generation in evolutionary robotics

  • Joel Lehman

A developmental artificial neural network model for solving multiple problems

  • Julian F. Miller
  • Dennis G. Wilson

The EMeRGE modular robot, an open platform for quick testing of evolved robot morphologies

  • Rodrigo Moreno
  • Ceyue Liu
  • Andres Faina
  • Henry Hernandez
  • Jonatan Gomez

GP-based motion control design for the double-integrator system subject to velocity constraint

  • Ollin Peñaloza-Mejía
  • Eddie Clemente
  • Marlen Meza-Sánchez
  • Cynthia B. Pérez
  • Francisco Chávez

Balancing selection pressures, multiple objectives, and neural modularity to coevolve cooperative agent behavior

  • Alex C. Rollins
  • Jacob Schrum

Evolutionary search for paths on protein energy landscapes

  • Emmanuel Sapin
  • Kenneth De Jong
  • Amarda Shehu

Embodied evolution versus cooperative coevolution in multi-robot optimization: a practical comparison

  • P. Trueba
  • A. Prieto
  • F. Bellas

Exploiting environmental differentiation to promote evolvability in artificial evolution

  • Jonata Tyska Carvalho
  • Stefano Nolfi

An evolutionary approach to behavioural morphometrics

  • Melanie Däschinger
  • Andreas Knote
  • Sebastian von Mammen

POSTER SESSION: Digital entertainment technologies and arts

Procedural level design using an interactive cellular automata genetic algorithm

  • Chad Adams
  • Hirav Parekh
  • Sushil J. Louis

Gamification techniques in collaborative interactive evolutionary computation

  • Mario García-Valdez
  • José-C Romero
  • Alejandra Mancilla
  • Juan-J. Merelo
  • Francisco Fernández-de-Vega

Escher-like tiling design using hierarchical optimization

  • Asuka Hisatomi
  • Hitomi Koba
  • Makoto Kamizono
  • Kazunori Mizuno
  • Satoshi Ono

Speeding up genetic algorithm-based game balancing using fitness predictors

  • Mihail Morosan
  • Riccardo Poli

A deep learning / neuroevolution hybrid for visual control

  • Andreas Precht Poulsen
  • Mark Thorhauge
  • Mikkel Hvilshj Funch
  • Sebastian Risi

Voxelbuild: a minecraft-inspired domain for experiments in evolutionary creativity

  • L. B. Soros
  • Justin K. Pugh
  • Kenneth O. Stanley

Comparing multimodal optimization and illumination

  • Vassilis Vassiliades
  • Konstantinos Chatzilygeroudis
  • Jean-Baptiste Mouret

POSTER SESSION: Evolutionary combinatorial optimization and metaheuristics

A new evolutionary approach using pre-post testing to trigger exploration and exploitation in DOPs

  • Hajer Ben-Romdhane
  • Enrique Alba
  • Saoussen Krichen

How to get more from your model: the role of constructive selection in estimation of distribution algorithms

  • J. R. Caldwell
  • R. A. Watson

A memetic algorithm for computing multicriteria shortest paths in stochastic multimodal networks

  • O. Dib
  • A. Caminada
  • M-A. Manier
  • L. Moalic

A novel reduction algorithm for the generalized traveling salesman problem

  • Mehdi El Krari
  • Belaïd Ahiod
  • Bouazza El Benani

Multi-objectiveness in the single-objective traveling thief problem

  • Mohamed El Yafrani
  • Shelvin Chand
  • Aneta Neumann
  • Belaïd Ahiod
  • Markus Wagner

Parameter-less population pyramid with feedback

  • Marcin M. Komarnicki
  • Michal W. Przewozniczek

A model-based genetic algorithm framework for constrained optimisation problems

  • Mark Lawrenson
  • Tommaso Urli
  • Philip Kilby

The menu planning problem: a multiobjective approach for Brazilian schools context

  • Rafaela Priscila Cruz Moreira
  • Elizabeth Fialho Wanner
  • Flávio Vinícius Cruzeiro Martins
  • João Fernando Machry Sarubbi

Modeling optimization algorithm runtime behavior and its applications

  • Qi Qi
  • Thomas Weise
  • Bin Li

Efficient quantitative heuristics for graph clustering

  • Rafael Santiago
  • Luís C. Lamb

Clustering of hyper-heuristic selections using the Smith-Waterman algorithm for offline learning

  • W. B. Yates
  • E. C. Keedwell

A fast heuristic algorithm for the critical node problem

  • Yangming Zhou
  • Jin-Kao Hao

POSTER SESSION: Evolutionary machine learning

Evidential learning classifier system

  • Chedi Abdelkarim
  • Lilia Rejeb
  • Lamjed Ben Said
  • Maha Elarbi

An upgraded bat algorithm for tuning extreme learning machines for data classification

  • Adis Alihodzic
  • Eva Tuba
  • Milan Tuba

Large scale evolution of convolutional neural networks using volunteer computing

  • Travis Desell

Revisiting interval arithmetic for regression problems in genetic programming

  • Grant Dick

Evolutionary learning of meta-rules for text classification

  • Juan Carlos Gomez
  • Stijn Hoskens
  • Marie-Francine Moens

Autonomous intersection driving with neuro-evolution

  • A. Parker
  • G. Nitschke

Automated state feature learning for actor-critic reinforcement learning through NEAT

  • Yiming Peng
  • Gang Chen
  • Scott Holdaway
  • Yi Mei
  • Mengjie Zhang

cCube: a cloud microservices architecture for evolutionary machine learning classification

  • Pasquale Salza
  • Erik Hemberg
  • Filomena Ferrucci
  • Una-May O'Reilly

The role of conditional independence in the evolution of intelligent systems

  • Jory Schossau
  • Larissa Albantakis
  • Arend Hintze

Low-power FSM synthesis using a fuzzy c-mean clustering-based decomposition

  • Yanyun Tao
  • Yuzhen Zhang
  • Qinyu Wang

Stability selection using a genetic algorithm and logistic linear regression on healthcare records

  • Aleš Zamuda
  • Christine Zarges
  • Gregor Stiglic
  • Goran Hrovat

Linear combinations of features as leaf nodes in symbolic regression

  • Jan Žegklitz
  • Petr Pošík

POSTER SESSION: Evolutionary multiobjective optimization

Towards an epigenetics-inspired control system for power dispatch problem

  • Daniel J. Couvertier
  • Erik Goodman
  • Kalyanmoy Deb

Set-SMAA for finding preferable multi-objective solutions

  • Rotem Dror
  • Amir Kantor
  • Michael Masin
  • Segev Shlomov

A multi-objective continuous genetic algorithm for financial portfolio optimization problem

  • Yacine Kessaci

Hybridizing non-dominated sorting algorithms: divide-and-conquer meets best order sort

  • Margarita Markina
  • Maxim Buzdalov

The MOEA/D algorithm with gaussian neighbourhoods for the multiobjective travelling salesman problem

  • Krzysztof Michalak

Multiple reference points MOEA/D for feature selection

  • Hoai Bach Nguyen
  • Bing Xue
  • Hisao Ishibuchi
  • Peter Andreae
  • Mengjie Zhang

Solving electoral zone design problems with NSGA-II: application to redistricting in Mexico

  • Antonin Ponsich
  • Eric A. Rincón García
  • Román A. Mora Gutiérrez
  • Sergio G. de-los-Cobos Silva
  • Miguel A. Gutiérrez Andrade
  • Pedro Lara Velázquez

Distributed NSGA-II with migration using compensation on many-core processors for improving performance and accuracy

  • Yuji Sato
  • Mikiko Sato
  • Minami Miyakawa

An improved MOEA/D utilizing variation angles for multi-objective optimization

  • Hiroyuki Sato
  • Minami Miyakawa
  • Keiki Takadama

POSTER SESSION: Evolutionary numerical optimization

On the mutual information as a fitness landscape measure

  • Rebeka Coric
  • Stjepan Picek
  • Domagoj Jakobovic
  • Carlos A. Coello Coello

A two-stage coevolution approach for constrained optimization

  • Jing-Yu Ji
  • Wei-Jie Yu
  • Jun Zhang

Interpolated continuous optimisation problems with tunable landscape features

  • Benjamin Lacroix
  • Lee A. Christie
  • John A. W. McCall

A new grouping strategy-based hybrid algorithm for large scale global optimization problems

  • Haiyan Liu
  • Yuping Wang
  • Liwen Liu
  • Xiao-Zhi Gao
  • Yiu-ming Cheung

Analysis of scaling for fitness landscape learning evolutionary computation based on CMA-ES

  • Naoki Mori
  • Taku Hasegawa
  • Kento Tsukada
  • Keinosuke Matsumoto

Non-parametric model of the space of continuous black-box optimization problems

  • Mario A. Muñoz
  • Kate Smith-Miles

Ordinal versus metric gaussian process regression in surrogate modelling for CMA evolution strategy

  • Zbyněk Pitra
  • Lukáš Bajer
  • Jakub Repický
  • Martin Holeňa

Adaptiveness of CMA based samplers

  • Edna Milgo
  • Nixon Ronoh
  • Peter Waiganjo
  • Bernard Manderick

A computationally efficient gravitational search algorithm

  • Alex Rothwell
  • Aldeida Aleti

Modified box constraint handling for the covariance matrix adaptation evolution strategy

  • Naoki Sakamoto
  • Youhei Akimoto

POSTER SESSION: Genetic algorithms

On the exploitation of search history and accumulative sampling in robust optimisation

  • Khulood Alyahya
  • Kevin Doherty
  • Jonathan E. Fieldsend
  • Ozgur E. Akman

Automated case generation using a genetic algorithm

  • Hayley Borck
  • Mark Boddy

A two-phase genetic algorithm for image registration

  • Sarit Chicotay
  • Eli (Omid) David
  • Nathan S. Netanyahu

A computationally fast multimodal optimization with push enabled genetic algorithm

  • Yashesh Dhebar
  • Kalyanmoy Deb

A hybrid genetic algorithm for deploying RSUs in VANETs based on inter-contact time

  • Marcelo Fonseca Faraj
  • João Fernando Machry Sarubbi
  • Cristiano Maciel da Silva
  • Flávio Vinícius Cruzeiro Martins

A genetic algorithm with randomly shifted gray codes and local optimizations based on quadratic approximations of the fitness

  • Alexandre Mayer

Overlapping community detection in social networks using a quantum-based genetic algorithm

  • Alireza Saleh Sedghpour
  • Amin Nikanjam

Introducing the cumulation to the population based incremental learning and the compact GA to relax genetic drift

  • Keigo Tanaka
  • Youhei Akimoto

POSTER SESSION: General evolutionary computation and hybrids

Synergies between evolutionary computation and multiagent reinforcement learning: the benefits of exchanging solutions

  • Ana L. C. Bazzan

The baldwin effect on a memetic differential evolution for constrained numerical optimization problems

  • Saul Dominguez-Isidro
  • Efren Mezura-Montes

Randomized parameter settings for a pool-based particle swarm optimization algorithm: a comparison between dynamic adaptation of parameters and randomized parameterization

  • Amaury Hernandez-Aguila
  • Mario Garcia-Valdez
  • Juan Julian Merelo-Guervos
  • Oscar Castillo

A multi-objective approach for the (α, β)-k-feature set problem using memetic algorithms

  • Francia Jiménez
  • Claudio Sanhueza
  • Regina Berretta
  • Pablo Moscato

Load balance aware distributed differential evolution for computationally expensive optimization problems

  • Ning Ma
  • Xiao-Fang Liu
  • Zhi-Hui Zhan
  • Jing-Hui Zhong
  • Jun Zhang

Design choices for adapting bio-hybrid systems with evolutionary computation

  • Pedro Mariano
  • Ziad Salem
  • Rob Mills
  • Payam Zahadat
  • Luís Correia
  • Thomas Schmickl

Neural network topology and weight optimization through neuro differential evolution

  • Karl Mason
  • Jim Duggan
  • Enda Howley

A parallel hybrid GA-PSO approach with dynamic rule-based parameter setting

  • Abtin Nourmohammadzadeh
  • Sven Hartmann
  • Hui Ma

Indicator-based multi-objective genetic programming for workflow scheduling problem

  • Qin-zhe Xiao
  • Jinghui Zhong
  • Wen-Neng Chen
  • Zhi-Hui Zhan
  • Jun Zhang

POSTER SESSION: Genetic programming

Evolving texture image descriptors using a multitree genetic programming representation

  • Harith Al-Sahaf
  • Bing Xue
  • Mengjie Zhang

Late-acceptance and step-counting hill-climbing GP for anomaly detection

  • Van Loi Cao
  • Miguel Nicolau
  • James McDermott

New geometric semantic operators in genetic programming: perpendicular crossover and random segment mutation

  • Qi Chen
  • Mengjie Zhang
  • Bing Xue

Semantic-based local search in multiobjective genetic programming

  • Tiantian Dou
  • Peter Rockett

Dynamic GP fitness cases in static and dynamic optimisation problems

  • Edgar Galván-López
  • Lucia Vázquez-Mendoza
  • Marc Schoenauer
  • Leonardo Trujillo

Genetic programming with multi-layered population structure

  • Taku Hasegawa
  • Naoki Mori
  • Keinosuke Matsumoto

An empirical study on the parametrization of cartesian genetic programming

  • Paul Kaufmann
  • Roman Kalkreuth

Evolutionary linear discriminant analysis for multiclass classification problems

  • Michael F. Korns

Long-term evolution of genetic programming populations

  • William B. Langdon

Improving k-means clustering with genetic programming for feature construction

  • Andrew Lensen
  • Bing Xue
  • Mengjie Zhang

Learning figure-ground image segmentors by genetic programming

  • Yuyu Liang
  • Mengjie Zhang
  • Will N. Browne

Late-acceptance hill-climbing with a grammatical program representation

  • James McDermott
  • Miguel Nicolau

Using algorithm configuration tools to optimize genetic programming parameters: a case study

  • Nicholas Freitag McPhee
  • Thomas Helmuth
  • Lee Spector

Visualizing genetic programming ancestries using graph databases

  • Nicholas Freitag McPhee
  • Maggie M. Casale
  • Mitchell Finzel
  • Thomas Helmuth
  • Lee Spector

An effective diversity promotion mechanism in grammatical evolution

  • Eric Medvet
  • Alberto Bartoli
  • Giovanni Squillero

Hierarchical grammatical evolution

  • Eric Medvet

Evolving S-boxes based on cellular automata with genetic programming

  • Stjepan Picek
  • Luca Mariot
  • Alberto Leporati
  • Domagoj Jakobovic

Feature selection using geometric semantic genetic programming

  • G. H. Rosa
  • J. P. Papa
  • L. P. Papa

Multitask evolution with cartesian genetic programming

  • Eric O. Scott
  • Kenneth A. De Jong

PSXO: population-wide semantic crossover

  • Leonardo Vanneschi
  • Mauro Castelli
  • Luca Manzoni
  • Krzysztof Krawiec
  • Alberto Moraglio
  • Sara Silva
  • Ivo Gonçalves

POSTER SESSION: Real world applications

Multiobjective evolutionary algorithms for operational planning problems in open-pit mining

  • Rafael F. Alexandre
  • Felipe Campelo
  • João A. Vasconcelos

Genetic algorithms approaches for the production planning in the glass container industry

  • Flaviana Moreira S. Amorim
  • Márcio da Silva Arantes
  • Claudio Fabiano Motta Toledo
  • Pierre Eric Frisch
  • Jesimar da Silva Arantes
  • Bernardo Almada-Lobo

Development of a multi-model system to accommodate unknown misclassification costs in prediction of patient recruitment in multicentre clinical trials

  • Gilyana Borlikova
  • Michael O'Neill
  • Louis Smith
  • Michael Phillips

Applying particle swarm optimization to the motion-cueing-algorithm tuning problem

  • Sergio Casas
  • Cristina Portalés
  • Inmaculada Coma
  • Marcos Fernández

Interactive evolutionary modelling of living complex food systems: freeze-drying of lactic acid bacteria

  • T. Chabin
  • M. Barnabé
  • N. Boukhelifa
  • F. Fonseca
  • A. Tonda
  • H. Velly
  • N. Perrot
  • E. Lutton

ZCSR for targeting the optimal impedance in digital radio frequency matching box

  • L.-Y. Chen
  • Y.-L. Yang
  • T.-C. Hsiao

A comparison of fitness functions in a genetic algorithm for acoustic-articulatory parameter inversion of vowels

  • Jared Drayton
  • Eduardo Miranda
  • Alexis Kirke

Developing proactive defenses for computer networks with coevolutionary genetic algorithms

  • Anthony Erb Lugo
  • Dennis Garcia
  • Erik Hemberg
  • Una-May O'Reilly

Toward a smart mobility system: integrating electric vehicles within smart cities

  • Ezzeddine Fatnassi
  • Olfa Harrabi
  • Jouhaina Chaouachi

Scheduling a continues galvanization line using genetic algorithm

  • H. Fox
  • S. Ben Alul
  • M. Weiss Cohen

Community detection in power grids by an evolutionary method

  • Manuel Guerrero
  • Consolación Gil
  • Francisco G. Montoya
  • Alfredo Alcayde
  • Raúl Bańos

A hybrid genetic algorithm for climate input features and neural network parameters selection

  • Ali Haidar
  • Brijesh Verma

Automatically difficulty grading method of "instruction system" question bank based on knowledge tree

  • Chengcheng Liu
  • Jin Zhang
  • Yang Zhou
  • Shunjian Tian
  • Xiaoli Gong
  • Xin Wei

Fast 3D path planning based on heuristic-aided differential evolution

  • Ning Ma
  • Xue Yu
  • Wei-Neng Chen
  • Jun Zhang

On evolutionary computation for moving target defense in software defined networks

  • Adetokunbo Makanju
  • A. Nur Zincir-Heywood
  • Shinsaku Kiyomoto

Reducing systemic risk in multiplex networks using evolutionary optimization

  • Krzysztof Michalak

Single and multi-objective genetic algorithms for the container loading problem

  • Gara Miranda
  • Algirdas Lančinskas
  • Yanira González

Computing a new central terminal for ECG recording using combined genetic algorithm and linear regression from real patient data

  • Hossein Moeinzadeh
  • Gaetano D. Gargiulo
  • Paolo Bifulco
  • Mario Cesarelli
  • Alistair L. McEwan
  • Aiden O'Loughlin
  • Ibrahim M. Shugman
  • Jonathan C. Tapson
  • Aravinda Thiagalingam

Massive asynchronous master-worker EA for nuclear reactor optimization: a fitness landscape perspective

  • Mathieu Muniglia
  • Sébastien Verel
  • Jean-Charles Le Pallec
  • Jean-Michel Do

Using desirability functions for many-objective optimization of a hybrid car controller

  • Yuka Ogino
  • Ryoya Iida
  • Tobias Rodemann

Evolutionary computation at work for the optimization of link state routing protocols

  • Vitor Pereira
  • Pedro Sousa
  • Miguel Rocha

Application of a memetic algorithm to the fleet size and mix vehicle routing problem with electric modular vehicles

  • Dhekra Rezgui
  • Jouhaina Chaouachi-Siala
  • Wassila Aggoune-Mtalaa
  • Hend Bouziri

A genetic algorithm for hybrid VANETs with synchronous communication

  • João M. Sarubbi
  • Flavio C. Martins
  • Cristiano M. Silva
  • Elizabeth Wanner

Short versus long-term urban planning using multi-objective optimization

  • Jonas Schwaab
  • Kalyanmoy Deb
  • Erik Goodman
  • Sven Lautenbach
  • Maarten van Strien
  • Adrienne Grět-Regamey

A fast hybrid evolutionary algorithm with inexact fitness evaluation for solving two-stage stochastic scheduling problems

  • Thomas Siwczyk
  • Sebastian Engell

Evolving sharing strategies in cybersecurity information exchange framework

  • Iman Vakilinia
  • Sushil J. louis
  • Shamik Sengupta

POSTER SESSION: Search-based software engineering

Software change prediction using voting particle swarm optimization based ensemble classifier

  • Ruchika Malhotra
  • Megha Khanna

POSTER SESSION: Theory

Analyzing search heuristics with differential equations

  • Tobias Friedrich
  • Timo Kötzing
  • Anna Melnichenko

Simple problems: the simplicial gluing structure of pareto sets and pareto fronts

  • Naoki Hamada

An initial error analysis for evolutionary algorithms

  • Jun He
  • Yuren Zhou
  • Guangming Li