Proceedings of the 2014 conference on Genetic and evolutionary computation

Full Citation in the ACM Digital Library

SESSION: Track: ant colony optimization and swarm intelligence

An improved multi-start particle swarm-based algorithm for protein structure comparison

  • Hazem Radwan Ahmed
  • Janice I. Glasgow

SPSO 2011: analysis of stability; local convergence; and rotation sensitivity

  • Mohammad Reza Bonyadi
  • Zbigniew Michalewicz

Identifying and exploiting the scale of a search space in particle swarm optimization

  • Yasser Gonzalez-Fernandez
  • Stephen Chen

Stepsize control on the modified bacterial foraging algorithm for constrained numerical optimization

  • Betania Hernández-Ocaña
  • Ma. Del Pilar Pozos-Parra
  • Efrén Mezura-Montes

A tribal ecosystem inspired algorithm (TEA) for global optimization

  • Ying Lin
  • Jing-Jing Li
  • Jun Zhang
  • Meng Wan

Energy aware virtual machine placement scheduling in cloud computing based on ant colony optimization approach

  • Xiao-Fang Liu
  • Zhi-Hui Zhan
  • Ke-Jing Du
  • Wei-Neng Chen

Consensus costs and conflict in a collective movement

  • Timothy Solum
  • Brent E. Eskridge
  • Ingo Schlupp

Ant colony optimization with group learning

  • Gunnar Völkel
  • Markus Maucher
  • Uwe Schöning
  • Hans A. Kestler

Anticipatory stigmergic collision avoidance under noise

  • Friedrich Burkhard von der Osten
  • Michael Kirley
  • Tim Miller

Differential evolution using mutation strategy with adaptive greediness degree control

  • Wei-Jie Yu
  • Jing-Jing Li
  • Jun Zhang
  • Meng Wan

Constrained multi-objective aerodynamic shape optimization via swarm intelligence

  • Saul Zapotecas Martinez
  • Alfredo Arias Montano
  • Carlos A. Coello Coello

Automatic path planning for autonomous underwater vehicles based on an adaptive differential evolution

  • Chuan-Bin Zhang
  • Yue-Jiao Gong
  • Jing-Jing Li
  • Ying Lin

SESSION: Track: artificial immune systems

A two-leveled hybrid dendritic cell algorithm under imprecise reasoning

  • Zeineb Chelly
  • Zied Elouedi

Clonal selection based fuzzy C-means algorithm for clustering

  • Simone A. Ludwig

On the runtime analysis of stochastic ageing mechanisms

  • Pietro S. Oliveto
  • Dirk Sudholt

An improved immune inspired hyper-heuristic for combinatorial optimisation problems

  • Kevin Sim
  • Emma Hart

A generic finite automata based approach to implementing lymphocyte repertoire models

  • Johannes Textor
  • Katharina Dannenberg
  • Macie Liśkiewicz

SESSION: Track: artificial life, robotics, and evolvable hardware

Adapting to a changing environment using winner and loser effects

  • Jeremy Acre
  • Brent E. Eskridge
  • Nicholas Zoller
  • Ingo Schlupp

Evolution of biologically plausible neural networks performing a visually guided reaching task

  • Derrik E. Asher
  • Jeffrey L. Krichmar
  • Nicolas Oros

Evolution of honest signaling by social punishment

  • David Catteeuw
  • The Anh Han
  • Bernard Manderick

Automated generation of environments to test the general learning capabilities of AI agents

  • Oliver J. Coleman
  • Alan D. Blair
  • Jeff Clune

Evolution of communication and cooperation

  • Jason Fairey
  • Terence Soule

The evolution of kin inclusivity levels

  • Anya E. Johnson
  • Heather J. Goldsby
  • Sherri Goings
  • Charles Ofria

Overcoming deception in evolution of cognitive behaviors

  • Joel Lehman
  • Risto Miikkulainen

Encouraging creative thinking in robots improves their ability to solve challenging problems

  • Jingyu Li
  • Jed Storie
  • Jeff Clune

Coevolutionary learning of swarm behaviors without metrics

  • Wei Li
  • Melvin Gauci
  • Roderich Gross

Evolving joint-level control with digital muscles

  • Jared M. Moore
  • Philip K. McKinley

Directional communication in evolved multiagent teams

  • Justin K. Pugh
  • Skyler Goodell
  • Kenneth O. Stanley

Generational neuro-evolution: restart and retry for improvement

  • David Peter Shorten
  • Geoff Stuart Nitschke

A novel human-computer collaboration: combining novelty search with interactive evolution

  • Brian G. Woolley
  • Kenneth O. Stanley

Wolfpack-inspired evolutionary algorithm and a reaction-diffusion-based controller are used for pattern formation

  • Payam Zahadat
  • Thomas Schmickl

SESSION: Track: biological and biomedical applications

Multiple feature construction for effective biomarker identification and classification using genetic programming

  • Soha Ahmed
  • Mengjie Zhang
  • Lifeng Peng
  • Bing Xue

Enhancing genetic algorithm-based genome-scale metabolic network curation efficiency

  • Eddy J. Bautista
  • Ranjan Srivastava

GA-based selection of vaginal microbiome features associated with bacterial vaginosis

  • Joi Carter
  • Daniel Beck
  • Henry Williams
  • Gerry Dozier
  • James A. Foster

Predicting patterns of gene expression during drosophila embryogenesis

  • Rotem Golan
  • Christian Jacob
  • Savraj Grewal
  • Jörg Denzinger

Multiple graph edit distance: simultaneous topological alignment of multiple protein-protein interaction networks with an evolutionary algorithm

  • Rashid Ibragimov
  • Maximilian Malek
  • Jan Baumbach
  • Jiong Guo

SESSION: Track: digital entertainment technologies and arts

Virtual photography using multi-objective particle swarm optimization

  • William Barry
  • Brian J. Ross

Monte Mario: platforming with MCTS

  • Emil Juul Jacobsen
  • Rasmus Greve
  • Julian Togelius

Semantic aware methods for evolutionary art

  • Penousal Machado
  • João Correia

Automatic design of sound synthesizers as pure data patches using coevolutionary mixed-typed cartesian genetic programming

  • Matthieu Macret
  • Philippe Pasquier

EVOR: an online evolutionary algorithm for car racing games

  • Samadhi Nallaperuma
  • Frank Neumann
  • Mohammad Reza Bonyadi
  • Zbigniew Michalewicz

Evolving multimodal behavior with modular neural networks in Ms. Pac-Man

  • Jacob Schrum
  • Risto Miikkulainen

SESSION: Track: estimation of distribution algorithms

Minimal walsh structure and ordinal linkage of monotonicity-invariant function classes on bit strings

  • Lee A. Christie
  • John A.W. McCall
  • David P. Lonie

Solving building block problems using generative grammar

  • Chris R. Cox
  • Richard A. Watson

Estimation of distribution algorithm using factor graph and Markov blanket canonical factorization

  • Bentolhoda Helmi
  • Adel Torkaman Rahmani

Multi-objective gene-pool optimal mixing evolutionary algorithms

  • Ngoc Hoang Luong
  • Han La Poutré
  • Peter A.N. Bosman

Multimodality and the linkage-learning difficulty of additively separable functions

  • Jean P. Martins
  • Alexandre C.B. Delbem

SESSION: Track: evolution strategies and evolutionary programming

Comparison-based natural gradient optimization in high dimension

  • Youhei Akimoto
  • Anne Auger
  • Nikolaus Hansen

Halfspace sampling in evolution strategies

  • Chun-Kit Au
  • Ho-Fung Leung

Handling sharp ridges with local supremum transformations

  • Tobias Glasmachers

A computationally efficient limited memory CMA-ES for large scale optimization

  • Ilya Loshchilov

SESSION: Track: evolutionary combinatorial optimization and metaheuristics

Evolutionary algorithms for overlapping correlation clustering

  • Carlos E. Andrade
  • Mauricio G.C. Resende
  • Howard J. Karloff
  • Flávio K. Miyazawa

On the efficiency of worst improvement for climbing NK-landscapes

  • Matthieu Basseur
  • Adrien Goëffon

Socially inspired algorithms for the travelling thief problem

  • Mohammad Reza Bonyadi
  • Zbigniew Michalewicz
  • Michal Roman Przybylek
  • Adam Wierzbicki

NSGA-II with iterated greedy for a bi-objective three-stage assembly flowshop scheduling problem

  • Saulo Cunha Campos
  • José Elias Claudio Arroyo

Efficient identification of improving moves in a ball for pseudo-boolean problems

  • Francisco Chicano
  • Darrell Whitley
  • Andrew M. Sutton

A hybrid incremental genetic algorithm for subgraph isomorphism problem

  • HyukGeun Choi
  • JinHyun Kim
  • Byung-Ro Moon

Data-driven local optima network characterization of QAPLIB instances

  • David Iclanzan
  • Fabio Daolio
  • Marco Tomassini

A heuristic approach to schedule reoptimization in the context of interactive optimization

  • David Meignan

Static vs. dynamic populations in genetic algorithms for coloring a dynamic graph

  • Cara Monical
  • Forrest Stonedahl

A comprehensive benchmark set and heuristics for the traveling thief problem

  • Sergey Polyakovskiy
  • Mohammad Reza Bonyadi
  • Markus Wagner
  • Zbigniew Michalewicz
  • Frank Neumann

Performance of metropolis algorithm for the minimum weight code word problem

  • Ajitha Shenoy K B
  • Somenath Biswas
  • Piyush P. Kurur

Asymmetric quadratic landscape approximation model

  • Alexandru-Adrian Tantar
  • Emilia Tantar
  • Oliver Schütze

Generalized asymmetric partition crossover (GAPX) for the asymmetric TSP

  • Renato Tinós
  • Darrell Whitley
  • Gabriela Ochoa

Revised analysis of the (1+1) ea for the minimum spanning tree problem

  • Carsten Witt

SESSION: Track: evolutionary machine learning

Simultaneous generation of prototypes and features through genetic programming

  • Mauricio Garcia-Limon
  • Hugo Jair Escalante
  • Eduardo Morales
  • Alicia Morales-Reyes

Salient object detection using learning classifiersystems that compute action mappings

  • Muhammad Iqbal
  • Syed S. Naqvi
  • Will N. Browne
  • Christopher Hollitt
  • Mengjie Zhang

SAX-EFG: an evolutionary feature generation framework for time series classification

  • Uday Kamath
  • Jessica Lin
  • Kenneth De Jong

Evolving deep unsupervised convolutional networks for vision-based reinforcement learning

  • Jan Koutník
  • Juergen Schmidhuber
  • Faustino Gomez

Three-cornered coevolution learning classifier systems for classification tasks

  • Syahaneim Marzukhi
  • Will N. Browne
  • Mengjie Zhang

Complete action map or best action map in accuracy-based reinforcement learning classifier systems

  • Masaya Nakata
  • Pier Luca Lanzi
  • Tim Kovacs
  • Keiki Takadama

A modified XCS classifier system for sequence labeling

  • Masaya Nakata
  • Tim Kovacs
  • Keiki Takadama

A memetic algorithm to select training data for support vector machines

  • Jakub Nalepa
  • Michal Kawulok

SESSION: Track: evolutionary multiobjective optimization

Steady state IBEA assisted by MLP neural networks for expensive multi-objective optimization problems

  • Nessrine Azzouz
  • Slim Bechikh
  • Lamjed Ben Said

Two-dimensional subset selection for hypervolume and epsilon-indicator

  • Karl Bringmann
  • Tobias Friedrich
  • Patrick Klitzke

Improving many-objective optimization performance by sequencing evolutionary algorithms

  • Martin Dohr
  • Bernd Eichberger

Efficiently identifying pareto solutions when objective values change

  • Jonathan E. Fieldsend
  • Richard M. Everson

The parameter optimization of kalman filter based on multi-objective memetic algorithm

  • Yu Dan Huo
  • Zhi Hua Cai
  • Wen Yin Gong
  • Qin Liu

A framework for the study of preference incorporation in multiobjective evolutionary algorithms

  • Raluca Iordache
  • Serban Iordache
  • Florica Moldoveanu

Controlling selection area of useful infeasible solutions and their archive for directed mating in evolutionary constrained multiobjective optimization

  • Minami Miyakawa
  • Keiki Takadama
  • Hiroyuki Sato

Hypervolume-based local search in multi-objective evolutionary optimization

  • Martin Pilát
  • Roman Neruda

Inverted PBI in MOEA/D and its impact on the search performance on multi and many-objective optimization

  • Hiroyuki Sato

Hybridization of electromagnetism with multi-objective evolutionary algorithms for RCPSP

  • Jing Xiao
  • Zhou Wu
  • Jian-Chao Tang

An improved NSGA-III procedure for evolutionary many-objective optimization

  • Yuan Yuan
  • Hua Xu
  • Bo Wang

Evolutionary many-objective optimization using ensemble fitness ranking

  • Yuan Yuan
  • Hua Xu
  • Bo Wang

SESSION: Track: generative and developmental systems

There and back again: gene-processing hardware for the evolution and robotic deployment of robust navigation strategies

  • David M. Bryson
  • Aaron P. Wagner
  • Charles Ofria

Evolving neural networks that are both modular and regular: HyperNEAT plus the connection cost technique

  • Joost Huizinga
  • Jeff Clune
  • Jean-Baptiste Mouret

Trading control intelligence for physical intelligence: muscle drives in evolved virtual creatures

  • Dan Lessin
  • Don Fussell
  • Risto Miikkulainen

Guided self-organization in indirectly encoded and evolving topographic maps

  • Sebastian Risi
  • Kenneth O. Stanley

Some distance measures for morphological diversification in generative evolutionary robotics

  • Eivind Samuelsen
  • Kyrre Glette

Growth in co-evolution of sensory system and signal processing for optimal wing control

  • Olga Smalikho
  • Markus Olhofer

Novelty search creates robots with general skills for exploration

  • Roby Velez
  • Jeff Clune

A continuous developmental model for wind farm layout optimization

  • Dennis Wilson
  • Sylvain Cussat-Blanc
  • Kalyan Veeramachaneni
  • Una-May O'Reilly
  • Hervé Luga

SESSION: Track: genetic algorithms

Monotonic functions in EC: anything but monotone!

  • `Sylvain Colin
  • Benjamin Doerr
  • Gaspard Férey

Adaptive-surrogate based on a neuro-fuzzy network and granular computing

  • Israel Cruz-Vega
  • Mauricio Garcia-Limon
  • Hugo Jair Escalante

Unbiased black-box complexities of jump functions: how to cross large plateaus

  • Benjamin Doerr
  • Carola Doerr
  • Timo Kötzing

Runtime analysis for maximizing population diversity in single-objective optimization

  • Wanru Gao
  • Frank Neumann

Parameter-less population pyramid

  • Brian W. Goldman
  • William F. Punch

Genetic algorithm for sampling from scale-free data and networks

  • Pavel Krömer
  • Jan Platoš

Stochastic tunneling transformation during selection in genetic algorithm

  • Benjamin E. Mayer
  • Kay Hamacher

A fixed budget analysis of randomized search heuristics for the traveling salesperson problem

  • Samadhi Nallaperuma
  • Frank Neumann
  • Dirk Sudholt

From fitness landscape to crossover operator choice

  • Stjepan Picek
  • Domagoj Jakobovic

Evolving QWOP gaits

  • Steven Ray
  • Vahl Scott Gordon
  • Laurent Vaucher

Search for maximal snake-in-the-box using new genetic algorithm

  • Kim-Hang Ruiz

Feedback control for multi-modal optimization using genetic algorithms

  • Jun Shi
  • Ole J. Mengshoel
  • Dipan K. Pal

A bilevel optimization approach to automated parameter tuning

  • Ankur Sinha
  • Pekka Malo
  • Peng Xu
  • Kalyanmoy Deb

Learning the structure of large-scale bayesian networks using genetic algorithm

  • Fatemeh Vafaee

Among-site rate variation: adaptation of genetic algorithm mutation rates at each single site

  • Fatemeh Vafaee
  • Gyorgy Turan
  • Peter C. Nelson
  • Tanya Y. Berger-Wolf

Efficient global optimization for combinatorial problems

  • Martin Zaefferer
  • Jörg Stork
  • Martina Friese
  • Andreas Fischbach
  • Boris Naujoks
  • Thomas Bartz-Beielstein

SESSION: Track: genetic programming

Multiple regression genetic programming

  • Ignacio Arnaldo
  • Krzysztof Krawiec
  • Una-May O'Reilly

GPU-parallel subtree interpreter for genetic programming

  • Alberto Cano
  • Sebastian Ventura

Kaizen programming

  • Vinícius Veloso De Melo

On size, complexity and generalisation error in GP

  • Jeannie Fitzgerald
  • Conor Ryan

Asynchronously evolving solutions with excessively different evaluation time by reference-based evaluation

  • Tomohiro Harada
  • Keiki Takadama

Word count as a traditional programming benchmark problem for genetic programming

  • Thomas Helmuth
  • Lee Spector

Evolving "less-myopic" scheduling rules for dynamic job shop scheduling with genetic programming

  • Rachel Hunt
  • Mark Johnston
  • Mengjie Zhang

Behavioral programming: a broader and more detailed take on semantic GP

  • Krzysztof Krawiec
  • Una-May O'Reilly

Utilization of reductions and abstraction elimination in typed genetic programming

  • Tomáš Křen
  • Roman Neruda

Improving 3D medical image registration CUDA software with genetic programming

  • William B. Langdon
  • Marc Modat
  • Justyna Petke
  • Mark Harman

Grammar-based genetic programming with dependence learning and bayesian network classifier

  • Pak-Kan Wong
  • Leung-Yau Lo
  • Man-Leung Wong
  • Kwong-Sak Leung

SESSION: Track: integrative genetic and evolutionary computation

Neuro-evolutionary topology optimization of structures by utilizing local state features

  • Nikola Aulig
  • Markus Olhofer

Evolutionary algorithms and artificial immune systems on a bi-stable dynamic optimisation problem

  • Thomas Jansen
  • Christine Zarges

Derivative free optimization using a population-based stochastic gradient estimator

  • Azhar Khayrattee
  • Georgios C. Anagnostopoulos

A novel population-based multi-objective CMA-ES and the impact of different constraint handling techniques

  • Silvio Rodrigues
  • Pavol Bauer
  • Peter A.N. Bosman

Use of explicit memory in the dynamic traveling salesman problem

  • Renato Tinós
  • Darrell Whitley
  • Adele Howe

SESSION: Track: parallel evolutionary systems

Solving GA-hard problems with EMMRS and GPGPUs

  • J. Ignacio hidalgo
  • J. Manuel Colmenar
  • Jose L. Risco-Martín
  • Carlos Sánchez-Lacruz
  • Juan Lanchares
  • Oscar Garnica
  • Josefa Díaz

Towards highly optimized cartesian genetic programming: from sequential via SIMD and thread to massive parallel implementation

  • Radek Hrbacek
  • Lukas Sekanina

GPU-accelerated evolutionary design of the complete exchange communication on wormhole networks

  • Jiri Jaros
  • Radek Tyrala

MapReduce-based optimization of overlay networks using particle swarm optimization

  • Simone A. Ludwig

Enhancing parallel cooperative trajectory based metaheuristics with path relinking

  • Gabriel Luque
  • Enrique Alba

Design and analysis of adaptive migration intervals in parallel evolutionary algorithms

  • Andrea Mambrini
  • Dirk Sudholt

An implicitly parallel EDA based on restricted boltzmann machines

  • Malte Probst
  • Franz Rothlauf
  • Jörn Grahl

SESSION: Track: real world applications

Playing regex golf with genetic programming

  • Alberto Bartoli
  • Andrea De Lorenzo
  • Eric Medvet
  • Fabiano Tarlao

The tradeoffs between data delivery ratio and energy costs in wireless sensor networks: a multi-objectiveevolutionary framework for protocol analysis

  • Doina Bucur
  • Giovanni Iacca
  • Giovanni Squillero
  • Alberto Tonda

Automated vibrational design and natural frequency tuning of multi-material structures

  • Nicholas Cheney
  • Ethan Ritz
  • Hod Lipson

Hierarchical simulation for complex domains: air traffic flow management

  • William Curran
  • Adrian Agogino
  • Kagan Tumer

Using an adaptive invasion-based model for fast range image registration

  • Ivanoe De Falco
  • Antonio Della Cioppa
  • Domenico Maisto
  • Umberto Scafuri
  • Ernesto Tarantino

Recognizing planar kinematic mechanisms from a single image using evolutionary computation

  • Matthew Eicholtz
  • Levent Burak Kara
  • Jason Lohn

Passive solar building design using genetic programming

  • Mohammad M.O. Gholami
  • Brian J. Ross

Quantum inspired genetic algorithm for community structure detection in social networks

  • Shikha Gupta
  • Sheetal Taneja
  • Naveen Kumar

Evolved spacecraft trajectories for low earth orbit

  • David W. Hinckley, Jr.
  • Karol Zieba
  • Darren L. Hitt
  • Margaret J. Eppstein

Dynamic multi-dimensional PSO with indirect encoding for proportional fair constrained resource allocation

  • Jonathan Hudson
  • Majid Ghaderi
  • Jörg Denzinger

Genetic algorithms and deep learning for automatic painter classification

  • Erez Levy
  • Omid E. David
  • Nathan S. Netanyahu

Lithology discrimination using seismic elastic attributes: a genetic fuzzy classifier approach

  • Eric da Silva Praxedes
  • Adriano Soares Koshiyama
  • Elita Selmara Abreu
  • Douglas Mota Dias
  • Marley Maria Bernardes Rebuzzi Vellasco
  • Marco Aurélio Cavalcanti Pacheco

Evolutionary parameter estimation for a theory of planned behaviour microsimulation of alcohol consumption dynamics in an English birth cohort 2003 to 2010

  • Robin C. Purshouse
  • Abdallah K. Ally
  • Alan Brennan
  • Daniel Moyo
  • Paul Norman

Evolutionary algorithms for classification of malware families through different network behaviors

  • M. Zubair Rafique
  • Ping Chen
  • Christophe Huygens
  • Wouter Joosen

Multi-objective routing optimisation for battery-powered wireless sensor mesh networks

  • Alma As-Aad Mohammad Rahat
  • Richard M. Everson
  • Jonathan E. Fieldsend

Applying GA with local search by taking hamming distances into consideration to credit erasure processing problems

  • Yuji Sato
  • Yusuke Oku
  • Masanori Fukuda

Genetic algorithm-based solver for very large multiple jigsaw puzzles of unknown dimensions and piece orientation

  • Dror Sholomon
  • Omid E. David
  • Nathan S. Netanyahu

On homogenization of coal in longitudinal blending beds

  • Pradyumn Kumar Shukla
  • Michael P. Cipold
  • Claus Bachmann
  • Hartmut Schmeck

Eco-friendly reduction of travel times in european smart cities

  • Daniel H. Stolfi
  • Enrique Alba

Evolutionary agent-based simulation of the introduction of new technologies in air traffic management

  • Logan Yliniemi
  • Adrian K. Agogino
  • Kagan Tumer

Tuning multi-objective optimization algorithms for cyclone dust separators

  • Martin Zaefferer
  • Beate Breiderhoff
  • Boris Naujoks
  • Martina Friese
  • Jörg Stork
  • Andreas Fischbach
  • Oliver Flasch
  • Thomas Bartz-Beielstein

SESSION: Track: search based software engineering

Improved heuristics for solving OCL constraints using search algorithms

  • Shaukat Ali
  • Muhammad Zohaib Iqbal
  • Andrea Arcuri

Surrogate-assisted optimisation of composite applications in mobile ad hoc networks

  • Dionysios Efstathiou
  • Peter McBurney
  • Steffen Zschaler
  • Johann Bourcier

Robust next release problem: handling uncertainty during optimization

  • Lingbo Li
  • Mark Harman
  • Emmanuel Letier
  • Yuanyuan Zhang

A parallel evolutionary algorithm for prioritized pairwise testing of software product lines

  • Roberto Erick Lopez-Herrejon
  • Javier Javier Ferrer
  • Francisco Chicano
  • Evelyn Nicole Haslinger
  • Alexander Egyed
  • Enrique Alba

High dimensional search-based software engineering: finding tradeoffs among 15 objectives for automating software refactoring using NSGA-III

  • Mohamed Wiem Mkaouer
  • Marouane Kessentini
  • Slim Bechikh
  • Kalyanmoy Deb
  • Mel Ó Cinnéide

Comparing search techniques for finding subtle higher order mutants

  • Elmahdi Omar
  • Sudipto Ghosh
  • Darrell Whitley

Generating structured test data with specific properties using nested Monte-Carlo search

  • Simon Poulding
  • Robert Feldt

On the performance of multiple objective evolutionary algorithms for software architecture discovery

  • Aurora Ramírez
  • José Raúl Romero
  • Sebastián Ventura

Applying search algorithms for optimizing stakeholders familiarity and balancing workload in requirements assignment

  • Tao Yue
  • Shaukat Ali

SESSION: Track: self-* search

Fair-share ILS: a simple state-of-the-art iterated local search hyperheuristic

  • Steven Adriaensen
  • Tim Brys
  • Ann Nowé

A grammatical evolution based hyper-heuristic for the automatic design of split criteria

  • Márcio Porto Basgalupp
  • Rodrigo Coelho Barros
  • Tiago Barabasz

Generic parameter control with reinforcement learning

  • Giorgos Karafotias
  • Agoston Endre Eiben
  • Mark Hoogendoorn

Evolvability metrics in adaptive operator selection

  • Jorge A. Soria Alcaraz
  • Gabriela Ochoa
  • Martin Carpio
  • Hector Puga

On the pathological behavior of adaptive differential evolution on hybrid objective functions

  • Ryoji Tanabe
  • Alex S. Fukunaga

Analysis of evolutionary algorithms using multi-objective parameter tuning

  • Roberto Ugolotti
  • Stefano Cagnoni

Online model racing based on extreme performance

  • Tiantian Zhang
  • Michael Georgiopoulos
  • Georgios C. Anagnostopoulos

SESSION: Track: theory

Evolution under partial information

  • Duc-Cuong Dang
  • Per Kristian Lehre

Refined upper bounds on the expected runtime of non-elitist populations from fitness-levels

  • Duc-Cuong Dang
  • Per Kristian Lehre

The impact of random initialization on the runtime of randomized search heuristics

  • Benjamin Doerr
  • Carola Doerr

Robustness of populations in stochastic environments

  • Christian Gießen
  • Timo Kötzing

Concentration of first hitting times under additive drift

  • Timo Kötzing

MMAS vs. population-based EA on a family of dynamic fitness functions

  • Andrei Lissovoi
  • Carsten Witt

Model-optimal optimization by solving bellman equations

  • Alan J. Lockett

A theoretical analysis of volume based Pareto front approximations

  • Pradyumn Kumar Shukla
  • Nadja Doll
  • Hartmut Schmeck

Gaussian mixture model of evolutionary algorithms

  • Bo Song
  • Victor O.K. Li

Superpolynomial lower bounds for the (1+1) EA on some easy combinatorial problems

  • Andrew M. Sutton

Runtime analysis to compare best-improvement and first-improvement in memetic algorithms

  • Kuai Wei
  • Michael J. Dinneen


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