Yong-Hyuk Kim

Proceedings of the International Conference on Artificial Intelligence in Information and Communication , 2024

Enhancing Graph Cut Search through a Surrogate-Assisted Genetic Algorithm with Edge-Based Encoding.

[BibT_eX]

[DOI]

Seo-Ah Yu

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

A Memetic Algorithm to Identify Search Patterns for Maximal Coverage of Drifting Oceanic Particles.

[BibT_eX]

[DOI]

So-Jung Lee

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Evolutionary Ensemble for Predicting Drifter Trajectories Based on Genetic Feature Selection.

[BibT_eX]

[DOI]

Tae-Hoon Kim

Seung-Hyun Moon

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

A Memetic Algorithm for Deployment of Search and Rescue Units.

[BibT_eX]

[DOI]

Seung-Yeol Hong

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

A Genetic Algorithm for Marine Spatial Planning with Minimized Conflict Between Planned Regions.

[BibT_eX]

[DOI]

Seo-Ah Yu

Choong-Ki Kim

Proceedings of the 15th International Joint Conference on Computational Intelligence, 2023

Maximizing Particle Coverage with Fixed-Area Rectangles.

[BibT_eX]

Seung-Yeol Hong

Proceedings of the 15th International Joint Conference on Computational Intelligence, 2023

2022

Maximizing the Coverage of Sensor Deployments Using a Memetic Algorithm and Fast Coverage Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

A surrogate model-based genetic algorithm for the optimal policy in cart-pole balancing environments.

[BibT_eX]

[DOI]

Seung-Soo Shin

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Winner prediction for real-time strategy games through feature selection based on a genetic wrapper.

[BibT_eX]

[DOI]

Seung-Soo Shin

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

An improved predictor of daily stock index based on a genetic filter.

[BibT_eX]

[DOI]

Dong-Hee Cho

Seung-Hyun Moon

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

An optimal oil skimmer assignment based on a genetic algorithm with minimal mobilized locations.

[BibT_eX]

[DOI]

Dong-Hee Cho

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Optimizing taxon addition order and branch lengths in the construction of phylogenetic trees using maximum likelihood.

[BibT_eX]

[DOI]

J. Bioinform. Comput. Biol., 2020

Spatiotemporal Approaches for Quality Control and Error Correction of Atmospheric Data through Machine Learning.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2020

On the Effect of Walsh/Fourier transform in surrogate-assisted genetic algorithms.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

On the co-authorship network in evolutionary computation.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

A genetic algorithm for matching oil spill particles.

[BibT_eX]

[DOI]

Hyeon-Chang Lee

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Finding a better basis on binary representation through DNN-based epistasis estimation.

[BibT_eX]

[DOI]

Yong-Hoon Kim

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

A surrogate model using deep neural networks for optimal oil skimmer assignment.

[BibT_eX]

[DOI]

Hye-Jin Kim

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

A daily stock index predictor using feature selection based on a genetic wrapper.

[BibT_eX]

[DOI]

Dong-Hee Cho

Seung-Hyun Moon

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

A genetic algorithm to optimize SMOTE and GAN ratios in class imbalanced datasets.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

A comparison study of harmony search and genetic algorithm for the max-cut problem.

[BibT_eX]

[DOI]

Zong Woo Geem

Swarm Evol. Comput., 2019

Epistasis-Based Basis Estimation Method for Simplifying the Problem Space of an Evolutionary Search in Binary Representation.

[BibT_eX]

[DOI]

Junghwan Lee

Complex., 2019

Predictability on performance of surrogate-assisted evolutionary algorithm according to problem dimension.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Visualizing swarm behavior with a particle density map.

[BibT_eX]

[DOI]

Hyeon-Chang Lee

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Optimal equipment assignment for oil spill response using a genetic algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Predictive model for epistasis-based basis evaluation on pseudo-boolean function using deep neural networks.

[BibT_eX]

[DOI]

Yong-Hoon Kim

Junghwan Lee

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Stabilized training of generative adversarial networks by a genetic algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Automatic Jazz Melody Composition Through a Learning-Based Genetic Algorithm.

[BibT_eX]

[DOI]

Yong-Wook Nam

Proceedings of the Computational Intelligence in Music, Sound, Art and Design, 2019

Interdependency between the Stock Market and Financial News.

[BibT_eX]

[DOI]

EunJeong Hwang

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Optimization by Simulated Catalytic Reaction: Application to Graph Bisection.

[BibT_eX]

[DOI]

Seok-Joong Kang

KSII Trans. Internet Inf. Syst., 2018

Recent Progress on Graph Partitioning Problems Using Evolutionary Computation.

[BibT_eX]

[DOI]

Hye-Jin Kim

CoRR, 2018

Machine-Learning Approach to Optimize SMOTE Ratio in Class Imbalance Dataset for Intrusion Detection.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2018

Is it worth to approximate fitness by machine learning?: investigation on the extensibility according to problem size.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

A geometric evolutionary search for melody composition.

[BibT_eX]

[DOI]

Yong-Wook Nam

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

On the hardness of parameter optimization of convolution neural networks using genetic algorithm and machine learning.

[BibT_eX]

[DOI]

Hyeon-Chang Lee

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Importance of finding a good basis in binary representation.

[BibT_eX]

[DOI]

Junghwan Lee

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Parameter space analysis of genetic algorithm using support vector regression.

[BibT_eX]

[DOI]

Hye-Jin Kim

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017

Coverage problem in camera-based sensor networks using the CUDA platform.

[BibT_eX]

[DOI]

Int. J. Distributed Sens. Networks, 2017

Melody composition using geometric crossover for variable-length encoding.

[BibT_eX]

[DOI]

Yong-Wook Nam

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

An Efficient Large-Scale Sensor Deployment Using a Parallel Genetic Algorithm Based on CUDA.

[BibT_eX]

[DOI]

Int. J. Distributed Sens. Networks, 2016

Improved Correction of Atmospheric Pressure Data Obtained by Smartphones through Machine Learning.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2016

An NFC-based O2O service model in exhibition-space.

[BibT_eX]

[DOI]

Joon-Yeop Lee

Proceedings of the 18th Annual International Conference on Electronic Commerce, 2016

2015

An Edge-Set Representation Based on a Spanning Tree for Searching Cut Space.

[BibT_eX]

[DOI]

Kisung Seo

Soohwan Hyun

IEEE Trans. Evol. Comput., 2015

Correcting Air-Pressure Data Collected by MEMS Sensors in Smartphones.

[BibT_eX]

[DOI]

J. Sensors, 2015

An Adeaptive Method of Hungarian Mating Schemes in Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

Charge Scheduling of an Energy Storage System under Time-of-use Pricing and a Demand Charge.

[BibT_eX]

[DOI]

CoRR, 2014

Correcting abnormalities in meteorological data by machine learning.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Investigation of hungarian mating schemes for genetic algorithms.

[BibT_eX]

[DOI]

Proceedings of the Symposium on Applied Computing, 2014

2013

An Efficient Genetic Algorithm for Maximum Coverage Deployment in Wireless Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

Geometricity of genetic operators for real-coded representation.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2013

2012

Quotient geometric crossovers and redundant encodings.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2012

A theoretical and empirical study on unbiased boundary-extended crossover for real-valued representation.

[BibT_eX]

[DOI]

Inf. Sci., 2012

A theoretical and empirical investigation on the Lagrangian capacities of the 0-1 multidimensional knapsack problem.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2012

A Spanning Tree-Based Encoding of the MAX CUT Problem for Evolutionary Search.

[BibT_eX]

[DOI]

Kisung Seo

Soohwan Hyun

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Genetic Feature Selection for Very Short-Term Heavy Rainfall Prediction.

[BibT_eX]

[DOI]

Proceedings of the Convergence and Hybrid Information Technology, 2012

2011

A Note on Edge-based Graph Partitioning and its Linear Algebraic Structure.

[BibT_eX]

[DOI]

J. Math. Model. Algorithms, 2011

Geometric surrogate-based optimisation for permutation-based problems.

[BibT_eX]

[DOI]

Alberto Moraglio

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Genetic approaches for graph partitioning: a survey.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

A Genetic Approach to Analyze Algorithm Performance Based on the Worst-Case Instances.

[BibT_eX]

[DOI]

So-Yeong Jeon

J. Softw. Eng. Appl., 2010

New theoretical findings in multiple personalized recommendations.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Probabilistic context prediction using time-inferred multiple pattern networks.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

2009

Mathematical Interpretation between Genotype and Phenotype Spaces and Induced Geometric Crossovers

[BibT_eX]

[DOI]

CoRR, 2009

A Mathematical Unification of Geometric Crossovers Defined on Phenotype Space

[BibT_eX]

[DOI]

CoRR, 2009

A Note on Mathematical Modelling of Practical Multicampaign Assignment and Its Computational Complexity

[BibT_eX]

[DOI]

CoRR, 2009

A genetic algorithm for joint replenishment based on the exact inventory cost.

[BibT_eX]

[DOI]

Sung-Pil Hong

Comput. Oper. Res., 2009

A Genetic Algorithm for Mobile Keypad Designs with Alphabetical Constraints.

[BibT_eX]

Hyunmin Kim

Proceedings of the 2009 International Conference on Genetic and Evolutionary Methods, 2009

Representation and recombination over nonsingular binary matrices.

[BibT_eX]

[DOI]

Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009

Visualizing the search process of particle swarm optimization.

[BibT_eX]

[DOI]

Kang Hoon Lee

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Optimal designs of ambiguous mobile keypad with alphabetical constraints.

[BibT_eX]

[DOI]

Hyunmin Kim

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

A New Kernighan-Lin-Type Local Search for the Quadratic Assignment Problem.

[BibT_eX]

Proceedings of the 2009 International Conference on Scientific Computing, 2009

2008

A Lagrangian Approach for Multiple Personalized Campaigns.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2008

Effect of Changing the Basis in Genetic Algorithms Using Binary Encoding.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2008

Optimal Sensor Deployment for Wireless Surveillance Sensor Networks by a Hybrid Steady-State Genetic Algorithm.

[BibT_eX]

[DOI]

IEICE Trans. Commun., 2008

A genetic algorithm for sensor deployment based on two-dimensional operators.

[BibT_eX]

[DOI]

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

An Enzyme-Inspired Approach to Surmount Barriers in Graph Bisection.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications - ICCSA 2008, International Conference, Perugia, Italy, June 30, 2008

Extracting Informative Sections of Web Documents Based on Scoring DOM Subtrees.

[BibT_eX]

Dong-ug Kim

Sejun Ahn

Proceedings of the 2008 International Conference on Internet Computing, 2008

Feasibility-preserving crossover for maximum k-coverage problem.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Linear transformation in Pseudo-Boolean functions.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Improved Implementation Choices for Iterative Improvement Partitioning Algorithms on Circuits.

[BibT_eX]

Proceedings of the 2008 International Conference on Computer Design, 2008

2007

Geometric Crossovers for Multiway Graph Partitioning.

[BibT_eX]

[DOI]

Evol. Comput., 2007

Geometric crossovers for real-code representation.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Overcoming barriers by a cluster-moving genetic algorithm.

[BibT_eX]

[DOI]

Inwook Hwang

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

2006

Multicampaign Assignment Problem.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

Generalized cycle crossover for graph partitioning.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Geometric crossover for multiway graph partitioning.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Multi-attractor gene reordering for graph bisection.

[BibT_eX]

[DOI]

Inwook Hwang

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

2005

An evolutionary lagrangian method for the 0/1 multiple knapsack problem.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

New topologies for genetic search space.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

2004

Investigation of the Fitness Landscapes in Graph Bipartitioning: An Empirical Study.

[BibT_eX]

[DOI]

J. Heuristics, 2004

Lock-Gain Based Graph Partitioning.

[BibT_eX]

[DOI]

J. Heuristics, 2004

Lagrange Multiplier Method for Multi-campaign Assignment Problem.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

Distance Measures in Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

A Genetic Approach for Gene Selection on Microarray Expression Data.

[BibT_eX]

[DOI]

Su-Yeon Lee

Proceedings of the Genetic and Evolutionary Computation, 2004

A Hybrid Genetic Approach for Circuit Bipartitioning.

[BibT_eX]

[DOI]

Jong-Pil Kim

Proceedings of the Genetic and Evolutionary Computation, 2004

2003

New Entropy-Based Measures of Gene Significance and Epistasis.

[BibT_eX]

[DOI]

Dong-il Seo

Proceedings of the Genetic and Evolutionary Computation, 2003

Finding the Optimal Gene Order in Displaying Microarray Data.

[BibT_eX]

[DOI]

Seung-Kyu Lee

Proceedings of the Genetic and Evolutionary Computation, 2003

Multi-campaign Assignment Problem and Optimizing Lagrange Multipliers.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2003

New Usage of Sammon's Mapping for Genetic Visualization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2003

Investigation of the Fitness Landscapes and Multi-parent Crossover for Graph Bipartitioning.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2003

Optimizing the Order of Taxon Addition in Phylogenetic Tree Construction Using Genetic Algorithm.

[BibT_eX]

[DOI]

Seung-Kyu Lee

Proceedings of the Genetic and Evolutionary Computation, 2003

Problem-Independent Schema Synthesis for Genetic Algorithms.

[BibT_eX]

[DOI]

Yung-Keun Kwon

Proceedings of the Genetic and Evolutionary Computation, 2003

2002

Genetic Search For Fixed Channel Assignment Problem With Limited Bandwidth.

[BibT_eX]

Eun-Jong Park

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Visualization Of The Fitness Landscape, A Steady-state Genetic Search, And Schema Traces.

[BibT_eX]

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

2000

A Hybrid Genetic Search for Graph Partitioning Based on Lock Gain.

[BibT_eX]