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2023

Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2023, Potsdam, Germany, 30 August 2023 - 1 September 2023ACM, 2023. [doi]

Rigorous Runtime Analysis of Diversity Optimization with GSEMO on OneMinMaxDenis Antipov, Aneta Neumann, Frank Neumann 0001. foga 2023: 3-14 [doi]

Curing ill-Conditionality via Representation-Agnostic Distance-Driven PerturbationsKirill Antonov, Anna V. Kononova, Thomas Bäck, Niki van Stein. foga 2023: 15-26 [doi]

Finding Antimagic Labelings of Trees by Evolutionary SearchLuke Branson, Andrew M. Sutton, Xiankun Yan. foga 2023: 27-37 [doi]

Using Automated Algorithm Configuration for Parameter ControlDeyao Chen, Maxim Buzdalov 0001, Carola Doerr, Nguyen Dang 0001. foga 2023: 38-49 [doi]

Weighted Mutation of Connections To Mitigate Search Space Limitations in Cartesian Genetic ProgrammingHenning Cui, David Pätzel, Andreas Margraf, Jörg Hähner. foga 2023: 50-60 [doi]

Bridging Theory and Practice in Evolutionary Computation?Carola Doerr. foga 2023: 2 [doi]

Runtime Analysis of a Co-Evolutionary Algorithm: Overcoming Negative Drift in Maximin-OptimisationMario Alejandro Hevia Fajardo, Per Kristian Lehre, Shishen Lin. foga 2023: 73-83 [doi]

First Steps Towards a Runtime Analysis of NeuroevolutionPaul Fischer, Emil Lundt Larsen, Carsten Witt. foga 2023: 61-72 [doi]

General Boolean Function Benchmark SuiteRoman Kalkreuth, Zdenek Vasícek, Jakub Husa, Diederick Vermetten, Furong Ye, Thomas Bäck. foga 2023: 84-95 [doi]

Fixed-Parameter Tractability of the (1 + 1) Evolutionary Algorithm on Random Planted Vertex CoversJack Kearney, Frank Neumann 0001, Andrew M. Sutton. foga 2023: 96-104 [doi]

Self-adaptation Can Improve the Noise-tolerance of Evolutionary AlgorithmsPer Kristian Lehre, Xiaoyu Qin. foga 2023: 105-116 [doi]

Analyzing the Fourier Representation of Permutation-Based Combinatorial Optimization ProblemsJosé A. Lozano. foga 2023: 1 [doi]

Convergence Properties of the (μ/μI, λ)-ES on the Rastrigin FunctionAmir Omeradzic, Hans-Georg Beyer. foga 2023: 117-128 [doi]

Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape FeaturesRaphael Patrick Prager, Konstantin Dietrich, Lennart Schneider, Lennart Schäpermeier, Bernd Bischl, Pascal Kerschke, Heike Trautmann, Olaf Mersmann. foga 2023: 129-139 [doi]

First Complexity Results for Evolutionary Knowledge TransferEric O. Scott, Kenneth A. De Jong. foga 2023: 140-151 [doi]

Partition Crossover can Linearize Local Optima Lattices of k-bounded Pseudo-Boolean FunctionsDarrell Whitley, Gabriela Ochoa, Francisco Chicano. foga 2023: 152-162 [doi]

2021

The effect of non-symmetric fitness: the analysis of crossover-based algorithms on RealJump functionsDenis Antipov, Semen Naumov. foga 2021: [doi]

Do additional optima speed up evolutionary algorithms?Jakob Bossek, Dirk Sudholt. foga 2021: [doi]

Focused jump-and-repair constraint handling for fixed-parameter tractable graph problemsLuke Branson, Andrew M. Sutton. foga 2021: [doi]

Automatic adaptation of hypermutation rates for multimodal optimisationDogan Corus, Pietro S. Oliveto, Donya Yazdani. foga 2021: [doi]

Self-adjusting offspring population sizes outperform fixed parameters on the cliff functionMario Alejandro Hevia Fajardo, Dirk Sudholt. foga 2021: [doi]

FOGA '21: Foundations of Genetic Algorithms XVI, Virtual Event, Austria, September 6-8, 2021Steffen Finck, Michael Hellwig, Pietro S. Oliveto, editors, ACM, 2021. [doi]

On the potential of normalized TSP features for automated algorithm selectionJonathan Heins, Jakob Bossek, Janina Pohl, Moritz Seiler, Heike Trautmann, Pascal Kerschke. foga 2021: [doi]

Asymptotic convergence rates for averaging strategiesLaurent Meunier, Iskander Legheraba, Yann Chevaleyre, Olivier Teytaud. foga 2021: [doi]

Non-local optimization: imposing structure on optimization problems by relaxationNils Müller, Tobias Glasmachers. foga 2021: [doi]

Computing diverse sets of high quality TSP tours by EAX-based evolutionary diversity optimisationAdel Nikfarjam, Jakob Bossek, Aneta Neumann, Frank Neumann 0001. foga 2021: [doi]

On crossing fitness valleys with majority-vote crossover and estimation-of-distribution algorithmsCarsten Witt. foga 2021: [doi]

2019

Runtime analysis of the (1 + 1) evolutionary algorithm for the chance-constrained knapsack problemFrank Neumann 0001, Andrew M. Sutton. foga 2019: 147-153 [doi]

Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2019, Potsdam, Germany, August 27-29, 2019Tobias Friedrich 0001, Carola Doerr, Dirk V. Arnold, editors, ACM, 2019. [doi]

Runtime analysis of evolutionary algorithms for the depth restricted (1, 2)-minimum spanning tree problemFeng Shi 0003, Frank Neumann 0001, Jianxin Wang. foga 2019: 133-146 [doi]

A tight runtime analysis for the (1 + (λ, λ)) GA on leadingonesDenis Antipov, Benjamin Doerr, Vitalii Karavaev. foga 2019: 169-182 [doi]

Time complexity analysis of RLS and (1 + 1) EA for the edge coloring problemJakob Bossek, Dirk Sudholt. foga 2019: 102-115 [doi]

Evolving diverse TSP instances by means of novel and creative mutation operatorsJakob Bossek, Pascal Kerschke, Aneta Neumann, Markus Wagner 0007, Frank Neumann 0001, Heike Trautmann. foga 2019: 58-71 [doi]

New features for continuous exploratory landscape analysis based on the SOO treeBilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka. foga 2019: 72-86 [doi]

An exponential lower bound for the runtime of the compact genetic algorithm on jump functionsBenjamin Doerr. foga 2019: 25-33 [doi]

Sharp bounds on the runtime of the (1+1) EA via drift analysis and analytic combinatorial toolsHsien-Kuei Hwang, Carsten Witt. foga 2019: 1-12 [doi]

Consistent population control: generate plenty of points, but with a bit of resamplingVasil Khalidov, Maxime Oquab, Jérémy Rapin, Olivier Teytaud. foga 2019: 116-123 [doi]

On the limitations of the univariate marginal distribution algorithm to deception and where bivariate EDAs might helpPer Kristian Lehre, Phan Trung Hai Nguyen. foga 2019: 154-168 [doi]

Exponential slowdown for larger populations: the (µ + 1)-EA on monotone functionsJohannes Lengler, Xun Zou. foga 2019: 87-101 [doi]

Generalized drift analysis in continuous domain: linear convergence of (1 + 1)-ES on strongly convex functions with Lipschitz continuous gradientsDaiki Morinaga, Youhei Akimoto. foga 2019: 13-24 [doi]

Analysis of baseline evolutionary algorithms for the packing while travelling problemVahid Roostapour, Mojgan Pourhassan, Frank Neumann 0001. foga 2019: 124-132 [doi]

The benefits and limitations of voting mechanisms in evolutionary optimisationJonathan E. Rowe, Aishwaryaprajna. foga 2019: 34-42 [doi]

Steady state analysis of a multi-recombinative meta-ES on a conically constrained problem with comparison to σSA and CSAPatrick Spettel, Hans-Georg Beyer, Michael Hellwig. foga 2019: 43-57 [doi]

2017

Analysis of the (1+1) EA on Subclasses of Linear Functions under Uniform and Linear ConstraintsTobias Friedrich 0001, Timo Kötzing, Gregor Lagodzinski, Frank Neumann, Martin Schirneck. foga 2017: 45-54 [doi]

Resampling vs Recombination: a Statistical Run Time EstimationTobias Friedrich 0001, Timo Kötzing, Francesco Quinzan, Andrew M. Sutton. foga 2017: 25-35 [doi]

Quality Gain Analysis of the Weighted Recombination Evolution Strategy on General Convex Quadratic FunctionsYouhei Akimoto, Anne Auger, Nikolaus Hansen. foga 2017: 111-126 [doi]

Linearly Convergent Evolution Strategies via Augmented Lagrangian Constraint HandlingAsma Atamna, Anne Auger, Nikolaus Hansen. foga 2017: 149-161 [doi]

Proceedings of the 14th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2017, Copenhagen, Denmark, January 12-15, 2017Christian Igel, Dirk Sudholt, Carsten Witt, editors, ACM, 2017. [doi]

Hypervolume Subset Selection for Triangular and Inverted Triangular Pareto Fronts of Three-Objective ProblemsHisao Ishibuchi, Ryo Imada, Yu Setoguchi, Yusuke Nojima. foga 2017: 95-110 [doi]

Qualitative and Quantitative Assessment of Step Size Adaptation RulesOswin Krause, Tobias Glasmachers, Christian Igel. foga 2017: 139-148 [doi]

Lower Bounds on the Run Time of the Univariate Marginal Distribution Algorithm on OneMaxMartin S. Krejca, Carsten Witt. foga 2017: 65-79 [doi]

Runtime Analysis of a Discrete Particle Swarm Optimization Algorithm on Sorting and OneMaxMoritz Mühlenthaler, Alexander Raß, Manuel Schmitt, Andreas Siegling, Rolf Wanka. foga 2017: 13-24 [doi]

Analysis of the Clearing Diversity-Preserving MechanismEdgar Covantes Osuna, Dirk Sudholt. foga 2017: 55-63 [doi]

An Application of Stochastic Differential Equations to Evolutionary AlgorithmsTiago Paixão, Jorge Pérez Heredia. foga 2017: 3-11 [doi]

On the Use of the Dual Formulation for Minimum Weighted Vertex Cover in Evolutionary AlgorithmsMojgan Pourhassan, Tobias Friedrich 0001, Frank Neumann. foga 2017: 37-44 [doi]

On the Statistical Learning Ability of Evolution StrategiesOfer M. Shir, Amir Yehudayoff. foga 2017: 127-138 [doi]

Convergence of Factored Evolutionary AlgorithmsShane Strasser, John W. Sheppard. foga 2017: 81-94 [doi]

Fast and Powerful Hashing using TabulationMikkel Thorup. foga 2017: 1 [doi]

2015

Black-box Complexity of Parallel Search with Distributed PopulationsGolnaz Badkobeh, Per Kristian Lehre, Dirk Sudholt. foga 2015: 3-15 [doi]

Hypomixability Elimination In Evolutionary SystemsKeki M. Burjorjee. foga 2015: 163-175 [doi]

Parallel Evolutionary Algorithms Performing Pairwise ComparisonsMarie-Liesse Cauwet, Olivier Teytaud, Shih-Yuan Chiu, Kuo-Min Lin, Shi-Jim Yen, David Lupien St-Pierre, Fabien Teytaud. foga 2015: 99-113 [doi]

Efficient Optimisation of Noisy Fitness Functions with Population-based Evolutionary AlgorithmsDuc-Cuong Dang, Per Kristian Lehre. foga 2015: 62-68 [doi]

Self-Adapting the Brownian Radius in a Differential Evolution Algorithm for Dynamic EnvironmentsMathys C. du Plessis, Andries P. Engelbrecht, André P. Calitz. foga 2015: 114-128 [doi]

Evolutionary Dynamics on Graphs: Invited TalkLeslie Ann Goldberg. foga 2015: 1-2 [doi]

Proceedings of the 2015 ACM Conference on Foundations of Genetic Algorithms XIII, Aberystwyth, United Kingdom, January 17 - 20, 2015Jun He, Thomas Jansen 0001, Gabriela Ochoa, Christine Zarges, editors, ACM, 2015. [doi]

On the Black-Box Complexity of Example Functions: The Real Jump FunctionThomas Jansen. foga 2015: 16-24 [doi]

A More Efficient Rank-one Covariance Matrix Update for Evolution StrategiesOswin Krause, Christian Igel. foga 2015: 129-136 [doi]

(1+1) EA on Generalized Dynamic OneMaxTimo Kötzing, Andrei Lissovoi, Carsten Witt. foga 2015: 40-51 [doi]

Fixed Budget Performance of the (1+1) EA on Linear FunctionsJohannes Lengler, Nicholas Spooner. foga 2015: 52-61 [doi]

Insights From Adversarial Fitness FunctionsAlan J. Lockett. foga 2015: 25-39 [doi]

Information Geometry of the Gaussian Distribution in View of Stochastic OptimizationLuigi Malagò, Giovanni Pistone. foga 2015: 150-162 [doi]

Convergence of Strategies in Simple Co-Adapting GamesRichard Mealing, Jonathan L. Shapiro. foga 2015: 176-190 [doi]

Evolution Strategies with Additive Noise: A Convergence Rate Lower BoundSandra Astete Morales, Marie-Liesse Cauwet, Olivier Teytaud. foga 2015: 76-84 [doi]

Run-Time Analysis of Population-Based Evolutionary Algorithm in Noisy EnvironmentsAdam Prügel-Bennett, Jonathan Rowe, Jonathan Shapiro. foga 2015: 69-75 [doi]

Understanding Simple Asynchronous Evolutionary AlgorithmsEric O. Scott, Kenneth A. De Jong. foga 2015: 85-98 [doi]

Partition Crossover for Pseudo-Boolean OptimizationRenato Tinós, L. Darrell Whitley, Francisco Chicano. foga 2015: 137-149 [doi]

2013

Objective improvement in information-geometric optimizationYouhei Akimoto, Yann Ollivier. foga 2013: 1-10 [doi]

Controlling population size and mutation strength by Meta-ES under fitness noiseHans-Georg Beyer, Michael Hellwig. foga 2013: 11-24 [doi]

Finite satisfiability of propositional interval logic formulas with multi-objective evolutionary algorithmsDavide Bresolin, Fernando Jiménez, Gracia Sánchez, Guido Sciavicco. foga 2013: 25-36 [doi]

Explaining optimization in genetic algorithms with uniform crossoverKeki M. Burjorjee. foga 2013: 37-50 [doi]

Noisy optimization complexity under locality assumptionJérémie Decock, Olivier Teytaud. foga 2013: 183-190 [doi]

When do evolutionary algorithms optimize separable functions in parallel?Benjamin Doerr, Dirk Sudholt, Carsten Witt. foga 2013: 51-64 [doi]

Optimizing expected path lengths with ant colony optimization using fitness proportional updateMatthias Feldmann, Timo Kötzing. foga 2013: 65-74 [doi]

Introducing graphical models to analyze genetic programming dynamicsErik Hemberg, Constantin Berzan, Kalyan Veeramachaneni, Una-May O'Reilly. foga 2013: 75-86 [doi]

Approximating vertex cover using edge-based representationsThomas Jansen, Pietro S. Oliveto, Christine Zarges. foga 2013: 87-96 [doi]

A runtime analysis of simple hyper-heuristics: to mix or not to mix operatorsPer Kristian Lehre, Ender Özcan. foga 2013: 97-104 [doi]

A measure-theoretic analysis of stochastic optimizationAlan J. Lockett, Risto Miikkulainen. foga 2013: 105-118 [doi]

A further generalization of the finite-population geiringer-like theorem for pomdps to allow recombination overarbitrary set coversBoris Mitavskiy, Jun He. foga 2013: 133-146 [doi]

Runtime analysis of mutation-based geometric semantic genetic programming on boolean functionsAlberto Moraglio, Andrea Mambrini, Luca Manzoni. foga 2013: 119-132 [doi]

A feature-based comparison of local search and the christofides algorithm for the travelling salesperson problemSamadhi Nallaperuma, Markus Wagner 0007, Frank Neumann, Bernd Bischl, Olaf Mersmann, Heike Trautmann. foga 2013: 147-160 [doi]

Foundations of Genetic Algorithms XII, FOGA '13, Adelaide, SA, Australia, January 16-20, 2013Frank Neumann, Kenneth A. De Jong, editors, ACM, 2013. [doi]

Single- and multi-objective genetic programming: new bounds for weighted order and majorityAnh Nguyen, Tommaso Urli, Markus Wagner 0007. foga 2013: 161-172 [doi]

Triple and quadruple comparison-based interactive differential evolution and differential evolutionYan Pei, Hideyuki Takagi. foga 2013: 173-182 [doi]

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