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CEC 2022: Padua, Italy
- IEEE Congress on Evolutionary Computation, CEC 2022, Padua, Italy, July 18-23, 2022. IEEE 2022, ISBN 978-1-6654-6708-7
- Inês Valentim, Nuno Lourenço, Nuno Antunes:
Adversarial Robustness Assessment of NeuroEvolution Approaches. 1-8 - Luiz Henrique Nogueira Lorena
, Antonio Augusto Chaves, Geraldo R. Mauri, Luiz Antonio Nogueira Lorena
:
An Adaptive Biased Random-key Genetic Algorithm for Rank Aggregation with Ties and Incomplete Rankings. 1-8 - Brydon A. Leonard, Mathys C. du Plessis:
Bootstrapped Neuro-Simulation for Damage Recovery in Complex Robots. 1-8 - Cheng-Yu Hsieh, Rung-Tzuo Liaw:
Summit-assisted Evolutionary Multitasking. 1-8 - Masahiro Nomura, Isao Ono:
Fast Moving Natural Evolution Strategy for High-Dimensional Problems. 1-8 - Kohei Fukuhara, Ryo Kumagai, Fukawa Yuta, Shin-ichi Tanabe, Hiroki Kawano, Yoshihiro Ohta, Hiroyuki Sato:
Digital Twin Based Evolutionary Building Facility Control Optimization. 1-8 - Ahmed Almansoori
, Muhanad Alkilabi, Elio Tuci:
A Comparative Study on Decision Making Mechanisms in a Simulated Swarm of Robots. 1-8 - Hieu Trung Nguyen, Khang Tran, Ngoc Hoang Luong
:
Combining Soft-Actor Critic with Cross-Entropy Method for Policy Search in Continuous Control. 1-8 - Felipe Furtado Lorenci, Santiago Valdés Ravelo:
A New Integer Linear Program and A Grouping Genetic Algorithm with Controlled Gene Transmission for Joint Order Batching and Picking Routing Problem. 1-8 - Seyed Jalaleddin Mousavirad
, Amir H. Gandomi
, Hassan Homayoun:
A Clustering-based Differential Evolution Boosted by a Regularisation-based Objective Function and a Local Refinement for Neural Network Training. 1-8 - Hugo de Andrade Amorim Neto, Marcelo Gomes Pereira de Lacerda, Fernando Buarque de Lima Neto:
Step-Size Individualization: a Case Study for The Fish School Search Family. 1-8 - Julian Ruddick, Evgenii Genov, Luis Ramirez Camargo
, Thierry Coosemans, Maarten Messagie:
Evolutionary Scheduling of University Activities Based on Consumption Forecasts to Minimise Electricity Costs. 1-8 - Emma Stevenson
, Riansares Martinez, Víctor Rodríguez-Fernández, David Camacho:
Predicting the effects of kinetic impactors on asteroid deflection using end-to-end deep learning. 1-8 - Aurelio Kaluthantrige, Jinglang Feng
, Jesus Gíl-Fernández, Andrea Pellacani:
Centroid regression using CNN-based Image Processing Algorithm with application to a binary asteroid system. 1-7 - Cornelius Paardekooper
, Nasimul Noman, Raymond Chiong
, Vijay Varadharajan:
Designing Deep Convolutional Neural Networks using a Genetic Algorithm for Image-based Malware Classification. 1-8 - Julian Blank, Kalyanmoy Deb:
Parameter Tuning and Control: A Case Study on Differential Evolution With Polynomial Mutation. 1-8 - Rafal Biedrzycki
, Jaroslaw Arabas, Eryk Warchulski
:
A Version of NL-SHADE-RSP Algorithm with Midpoint for CEC 2022 Single Objective Bound Constrained Problems. 1-8 - Ferrante Neri
, Matthew Todd:
A Study on Six Memetic Strategies for Multimodal Optimisation by Differential Evolution. 1-8 - Anja Jankovic, Diederick Vermetten
, Ana Kostovska, Jacob de Nobel, Tome Eftimov, Carola Doerr:
Trajectory-based Algorithm Selection with Warm-starting. 1-8 - Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry:
A Generative Hyper-Heuristic based on Multi-Objective Reinforcement Learning: the UAV Swarm Use Case. 1-8 - Maxim Buzdalov
:
The $(1+(\lambda, \lambda))$ Genetic Algorithm on the Vertex Cover Problem: Crossover Helps Leaving Plateaus. 1-10 - Xiang Yu
, Li Zhang
, Mei Shen
:
Nantong Blue Calico Image Dataset and Its Recognition. 1-7 - Shoichiro Tanaka, Keiki Takadama, Hiroyuki Sato:
Impacts of Single-objective Landscapes on Multi-objective Optimization. 1-8 - Jing Liang, Junting Yang, Caitong Yue, Gongping Li, Kunjie Yu, Boyang Qu:
A Multimodal Multiobjective Genetic Algorithm for Feature Selection. 1-8 - Chengxin Wen:
A Hypervolume Approximation Method Based on Angular Point. 1-8 - Cyrill Baumann, Alcherio Martinoli:
A Noise-Resistant Mixed-Discrete Particle Swarm Optimization Algorithm for the Automatic Design of Robotic Controllers. 1-9 - Florian Richoux:
Terrain Analysis in StarCraft 1 and 2 as Combinatorial Optimization. 1-8 - Ahmed Hassan, Nelishia Pillay:
Automated Design of Hybrid Metaheuristics: A Fitness Landscape Analysis. 1-8 - Stephen Chen
, Antonio Bolufé Röhler
, James Montgomery
, Wenxuan Zhang
, Tim Hendtlass
:
Using Average-Fitness Based Selection to Combat the Curse of Dimensionality. 1-8 - Manou Rosenberg
, Mark Reynolds
, Tim French
, Lyndon While:
Evolutionary Algorithms for Planning Remote Electricity Distribution Networks Considering Isolated Microgrids and Geographical Constraints. 1-10 - Valentina Gori
, Giacomo Veneri
, Valeria Ballarini:
Continual Learning for anomaly detection on turbomachinery prototypes - A real application. 1-7 - Gaofeng Shi, Fangfang Zhang, Yi Mei
:
A Novel Fitness Function for Genetic Programming in Dynamic Flexible Job Shop Scheduling. 1-8 - Fatim Z. Habbab, Michael Kampouridis:
Optimizing Mixed-Asset Portfolios With Real Estate: Why Price Predictions? 1-8 - Jonatan Gómez, Elizabeth León:
Gabo: Gene Analysis Bitstring Optimization. 1-8 - Anu Bajaj
, Ajith Abraham
:
Test Case Prioritization and Reduction Using Hybrid Quantum-behaved Particle Swarm Optimization. 1-8 - Tianci Zhang, Lilla Beke, Songwei Liu
, Michal Weiszer, Jun Chen:
An extended memetic algorithm for multiobjective routing and scheduling of airport ground movements with intermediate holding. 1-8 - Eva Christodoulaki, Michael Kampouridis:
U sing strongly typed genetic programming to combine technical and sentiment analysis for algorithmic trading. 1-8 - Igor L. S. Russo, Helio J. C. Barbosa:
A multitasking surrogate-assisted differential evolution method for solving bi-level optimization problems. 1-8 - Giovanni Acampora
, Angela Chiatto, Autilia Vitiello:
Training Variational Quantum Circuits through Genetic Algorithms. 1-8 - Fangfang Zhang, Yi Mei
, Su Nguyen
, Mengjie Zhang:
Learning Strategies on Scheduling Heuristics of Genetic Programming in Dynamic Flexible Job Shop Scheduling. 1-8 - Yirui Wang, Massimiliano Vasile:
Intelligent Decision Support System for Planetary Defense under Mixed Aleatory/Epistemic Uncertainties. 1-9 - Grzegorz Rypesc
, Grzegorz Kurzejamski
, Jacek Komorowski
:
Sports Camera Pose Refinement U sing an Evolution Strategy. 1-8 - Victor Parque
:
Towards Hexapod Gait Adaptation using Enumerative Encoding of Gaits: Gradient-Free Heuristics. 1-7 - Songbai Liu
, Min Jiang, Qiuzhen Lin
, Kay Chen Tan
:
Evolutionary Large-Scale Multiobjective Optimization via Self-guided Problem Transformation. 1-8 - Sascha Mücke, Nico Piatkowski:
Quantum- Inspired Structure- Preserving Probabilistic Inference. 1-9 - Jian Zhu, Jianhua Liu, Zihang Wang, Yuxiang Chen:
Restructuring Particle Swarm Optimization algorithm based on linear system theory. 1-7 - Artem Pavlenko
, Daniil Chivilikhin, Alexander A. Semenov
:
Asynchronous Evolutionary Algorithm for Finding Backdoors in Boolean Satisfiability. 1-8 - Ravi Ranjan Prasad Karn, Rakesh Kumar Sanodiya, Twinkle Sharma, Shreshtha Sharan, Kritika Garg, Jimson Mathew, Leehter Yao:
A Feature and Parameter Selection Approach for Visual Domain Adaptation using Particle Swarm Optimization. 1-7 - Raphael Gomes Santos, Alexandre Plastino, Alexandre César Muniz de Oliveira
:
DMC-GRASP: A Continuous GRASP hybridized with Data Mining. 1-8 - Nikolas Hohmann
, Mariusz Bujny, Jürgen Adamy, Markus Olhofer:
Multi-objective 3D Path Planning for UAVs in Large-Scale Urban Scenarios. 1-8 - Victoria Miranda-Burgos, Nicolás Rojas-Morales:
Opposition-Inspired Strategies for Tabu Search approaches proposed for Knapsack Problems. 1-8 - Weixi Chen, Huachao Dong, Peng Wang, Xiaozuo Liu:
Blended-wing-body underwater glider shape transfer optimization. 1-7 - Henrik Smedberg, Sunith Bandaru:
A Modular Knowledge-Driven Mutation Operator for Reference-Point Based Evolutionary Algorithms. 1-8 - Lukas Franken, Bogdan Georgiev, Sascha Mücke, Moritz Wolter, Raoul Heese, Christian Bauckhage, Nico Piatkowski:
Quantum Circuit Evolution on NISQ Devices. 1-8 - Ozgur Salman, Michael Kampouridis, Delaram Jarchi:
Trading Strategies Optimization by Genetic Algorithm under the Directional Changes Paradigm. 1-8 - Jordan Maslen, Brian J. Ross:
Mixed Media in Evolutionary Art. 1-8 - Yuji Sato
, Tomoya Hirayama, Ryo Ikami:
Adaptive PBI for Massively Parallel MOEA/D in a Distributed Memory Environment. 1-8 - Alina Patelli
, John Rego Hamilton, Victoria Lush, Anikó Ekárt
:
A GENTLER Approach to Urban Traffic Modelling and Prediction. 1-8 - Tapabrata Ray, Mohammad Mohiuddin Mamun, Hemant Kumar Singh
:
A Simple Evolutionary Algorithm for Multi-modal Multi-objective Optimization. 1-8 - Jose M. Tapia-Avitia
, Jorge M. Cruz-Duarte, Iván Amaya, José Carlos Ortiz-Bayliss, Hugo Terashima-Marín
, Nelishia Pillay:
A Primary Study on Hyper-Heuristics Powered by Artificial Neural Networks for Customising Population-based Metaheuristics in Continuous Optimisation Problems. 1-8 - Geraldo R. Mauri, Luiz Henrique Nogueira Lorena
, Luiz Antonio Nogueira Lorena
, Antonio Augusto Chaves:
Solving the Point Feature Cartographic Label Placement problem using Jaccard index as a measure of labels intersection. 1-8 - Muhammad Hassaan Farooq Butt
, Hamail Ayaz, Muhammad Ahmad
, Jian Ping Li, Ramil Kuleev:
A Fast and Compact Hybrid CNN for Hyperspectral Imaging-based Bloodstain Classification. 1-8 - Juarez Machado da Silva, Gabriel de Oliveira Ramos, Jorge L. V. Barbosa
:
The multi-objective dynamic shortest path problem. 1-8 - Baihan Lin
:
Evolutionary Multi-Armed Bandits with Genetic Thompson Sampling. 1-8 - Seyed Vahid Moravvej, Seyed Jalaleddin Mousavirad
, Diego Oliva
, Gerald Schaefer, Zahra Sobhaninia:
An Improved DE Algorithm to Optimise the Learning Process of a BERT-based Plagiarism Detection Model. 1-7 - Hai Xia
, Changhe Li, Sanyou Zeng, Qingshan Tan, Junchen Wang, Shengxiang Yang:
Learning to Search Promising Regions by a Monte-Carlo Tree Model. 1-8 - Ying Ying Liu, Parimala Thulasiraman, Nelishia Pillay:
Bicriterion Coevolution for the Multi-objective Travelling Salesperson Problem. 1-8 - Hayden Andersen, Andrew Lensen
, Will N. Browne, Yi Mei
:
Evolving Counterfactual Explanations with Particle Swarm Optimization and Differential Evolution. 1-8 - Bernardo Morales-Castañeda, Oscar Maciel-Castillo, Mario A. Navarro
, Itzel Aranguren, Arturo Valdivia, Alfonso Ramos-Michel, Diego Oliva
, Salvador Hinojosa:
Handling stagnation through diversity analysis: A new set of operators for evolutionary algorithms. 1-7 - Brendan Rogers, Nasimul Noman, Stephan K. Chalup, Pablo Moscato:
Joint Optimization of Topology and Hyperparameters of Hybrid DNNs for Sentence Classification. 1-8 - Gregorio Toscano, Juan Sebastian Hernandez-Suarez
, Julian Blank, A. Pouyan Nejadhashemi, Kalyanmoy Deb, Lewis C. Linker:
Large-scale Multi-objective Optimization for Water Quality in Chesapeake Bay Watershed. 1-9 - Yoshihiko Ozaki, Shintaro Takenaga, Masaki Onishi:
Global Search versus Local Search in Hyperparameter Optimization. 1-9 - Caie Hu, Sanyou Zeng, Changhe Li:
Hyperparameters Adaptive Sharing Based on Transfer Learning for Scalable GPs. 1-7 - Felipe Colombelli, Vítor Kehl Matter, Bruno Iochins Grisci
, Leomar Lima, Karine Heinen, Marcio Borges, Sandro José Rigo, Jorge Luis Victória Barbosa
, Rodrigo da Rosa Righi, Cristiano André da Costa, Gabriel de Oliveira Ramos:
Multi-objective prioritization for data center vulnerability remediation. 1-8 - Miguel Vieira, Ricardo Faia
, Fernando Lezama
, Zita A. Vale
:
A Sensitivity Analysis of PSO Parameters Solving the P2P Electricity Market Problem. 1-7 - Meng-Huan Lu, Yu-Wei Wen
, Chuan-Kang Ting
:
Searching Crease Patterns by Genetic Algorithm for Origami Design. 1-8 - Tingting Pang, Jing Wei, Kaige Chen, Zuling Wang, Weiguo Sheng:
An Adaptive Differential Evolution with Mutation Strategy Pools for Global Optimization. 1-7 - João Roberto Bertini Junior, Alberto Cano:
An Explainable Classifier based on Genetically Evolved Graph Structures. 1-8 - Yatong Chang, Wenjian Luo, Xin Lin, Zeneng She, Yuhui Shi:
Multiparty Multiobjective Optimization By MOEA/D. 1-8 - Vladimir Stanovov, Shakhnaz Akhmedova, Eugene Semenkin:
NL-SHADE-LBC algorithm with linear parameter adaptation bias change for CEC 2022 Numerical Optimization. 1-8 - Bin Li
, Zhi-Bin Tang:
Double-Assimilation of Prosperity and Destruction Oriented Improved Imperialist Competitive Algorithm with Computational Thinking. 1-8 - Clemens Fritzsch, Jörn Hoffmann, Martin Bogdan:
Evolving Hardware by Direct Bitstream Manipulation of a Modern FPGA. 1-8 - Yi Jiang
, Chun-Hua Chen, Zhi-Hui Zhan, Yun Li, Jun Zhang:
Adversarial Differential Evolution for Multimodal Optimization Problems. 1-8 - Pawel Jocko, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht:
Dynamic Multi-objective Optimisation Using Multi-guide Particle Swarm Optimisation. 1-10 - Sebastian Mai
, Maximilian Deubel
, Sanaz Mostaghim
:
Multi-Objective Roadmap Optimization for Multiagent Navigation. 1-8 - Julia Reuter, Manoj Cendrollu, Fabien Evrard, Sanaz Mostaghim, Berend G. M. van Wachem:
Towards Improving Simulations of Flows around Spherical Particles Using Genetic Programming. 1-8 - Ahmed Hassan, Nelishia Pillay:
Hybridizing A Genetic Algorithm With Reinforcement Learning for Automated Design of Genetic Algorithms. 1-8 - Jader M. Caldonazzo Garbelini, Danilo Sipoli Sanches, Aurora Trinidad Ramirez Pozo
:
Expectation Maximization based algorithm applied to DNA sequence motif finder. 1-8 - Felipe Rooke da Silva, Alex Borges Vieira, Heder Soares Bernardino, Victor Aquiles Alencar, Lucas Ribeiro Pessamilio, Helio José Corrêa Barbosa:
Automated Machine Learning for Time Series Prediction. 1-7 - Gianluca Filippi, Massimiliano Vasile, Edoardo Patelli
, Marco Fossati
:
Generative Optimisation of Resilient Drone Logistic Networks. 1-8 - Hisao Ishibuchi, Yiming Peng, Lie Meng Pang:
Multi-Modal Multi-Objective Test Problems with an Infinite Number of Equivalent Pareto Sets. 1-8 - S. M. Bhagya P. Samarakoon, M. A. Viraj J. Muthugala, Mohan Rajesh Elara:
Global and Local Area Coverage Path Planner for a Reconfigurable Robot. 1-8 - Kenjiro Takahashi, Yoshikazu Fukuyama, Shuhei Kawaguchi, Takaomi Sato:
Optimal Production Scheduling using a Production Simulator and Multi-population Global-best Modified Brain Storm Optimization. 1-8 - Jarrod Goschen, Anna S. Bosman
, Stefan Gruner:
Genetic Micro-Programs for Automated Software Testing with Large Path Coverage. 1-8 - Vandana Bharti, Bhaskar Biswas, Kaushal Kumar Shukla
:
QL-SSA: An Adaptive Q-Learning based Squirrel Search Algorithm for Feature Selection. 1-7 - Ning Tao, Anthony Ventresque, Takfarinas Saber
:
Multi-objective Grammar-guided Genetic Programming with Code Similarity Measurement for Program Synthesis. 1-8 - Urban Skvorc, Tome Eftimov, Peter Korosec:
A Comprehensive Analysis of the Invariance of Exploratory Landscape Analysis Features to Function Transformations. 1-8 - Hiroki Shiraishi
, Yohei Havamizu, Hiroyuki Sato, Keiki Takadama:
Beta Distribution based XCS Classifier System. 1-8 - Jonathan Carrero, Ismael Rodríguez
, Fernando Rubio
:
Avoiding strategic behaviors in the egalitarian social welfare under public resources and non-additive utilities. 1-8 - Martina Saletta
, Claudio Ferretti:
A Grammar-based Evolutionary Approach for Assessing Deep Neural Source Code Classifiers. 1-8 - Yi Wang, Tao Li, Xiaojie Liu, Jian Yao:
A discrete clonal selection algorithm for filter-based local feature selection. 1-8 - Mohammad Mohiuddin Mamun:
Worst Case Performance Based Optimization Involving Multifidelity Functions. 1-8 - Ismail M. Ali
, Hasan Hüseyin Turan, Sondoss Elsawah:
A Discrete Differential Evolution Algorithm for a Military Fleet Modernization Problem. 1-8 - Igor Morais, Gabriel Souto, Glaydston Mattos Ribeiro, Israel Mendonça
, Pedro Henrique González:
A Hybrid BRKGA Approach for the Multiproduct Two Stage Capacitated Facility Location Problem. 1-8 - Atiya Masood, Gang Chen, Yi Mei
, Harith Al-Sahaf
, Mengjie Zhang:
Genetic Programming Hyper-heuristic with Gaussian Process-based Reference Point Adaption for Many-Objective Job Shop Scheduling. 1-8 - Jordan MacLachlan, Yi Mei
, Fangfang Zhang, Mengjie Zhang:
Genetic Programming for Vehicle Subset Selection in Ambulance Dispatching. 1-8 - Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo:
A Multifactorial Cellular Genetic Algorithm for Multimodal Multitask Optimization. 1-8 - Eduardo Lacerda, Fernando Lezama
, João P. Soares, Bruno Canizes, Zita A. Vale
:
Metaheuristic Optimization Solving Demand Response Contract Markets with Network Validation. 1-8 - Nivesh Dommaraju, Mariusz Bujny, Stefan Menzel, Markus Olhofer, Fabian Duddeck:
Cooperative Multi-objective Topology Optimization Using Clustering and Metamodeling. 1-8 - Giacomo Zoppi
, Leonardo Vanneschi
, Mario Giacobini
:
Reducing the Number of Training Cases in Genetic Programming. 1-8 - Valentino Santucci, Marco Baioletti:
A Fast Randomized Local Search for Low Budget Optimization in Black-Box Permutation Problems. 1-8 - Tsung-Che Chiang, Thammarsat Visutarrom, Sadan Kulturel-Konak, Abdullah Konak:
An Adaptive Multiobjective Evolutionary Algorithm for Economic Emission Dispatch. 1-8 - Naruhiko Nimura, Akira Oyama:
Evolutionary Topology Optimization Using Quadtree Genetic Programming. 1-8 - Shaolong Shi, Yifan Chen, Qiang Liu, Jurong Ding, Qingfu Zhang:
Dynamic In Vivo Computation: Nanobiosensing from a Dynamic Optimization Perspective. 1-7 - Wei Liu
, Chen Li, Xingxing Hao, Fei Xie, Haiyang Nan, Honghao Zhai, Jiyao Yang:
A two-stage multi-objective evolutionary algorithm for large-scale multi-objective optimization. 1-8 - Anil Arpaci, Jun Chen, John H. Drake, Tim Glover:
Sequence-based Selection Hyper-heuristics for Real-World Fibre Network Design Optimisation. 1-8 - Mingyu Xu, Yongjin Zheng, Yew-Soon Ong, Zexuan Zhu, Xiaoliang Ma:
A multifactorial differential evolution with hybrid global and local search strategies. 1-9 - Nikita O. Starodubcev, Nikolay O. Nikitin, Anna V. Kalyuzhnaya:
Surrogate-Assisted Evolutionary Generative Design Of Breakwaters Using Deep Convolutional Networks. 1-8 - Dirk Schweim, Dominik Sobania
, Franz Rothlauf:
Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis. 1-8 - Daniel Molina Pérez
, Edgar Alfredo Portilla-Flores, Efrén Mezura-Montes, Eduardo Vega-Alvarado:
An improved Estimation of Distribution Algorithm for Solving Constrained Mixed-Integer Nonlinear Programming Problems. 1-8 - Do Tuan Anh
, Nguyen Hoang Long, Tran Van Diep, Huynh Thi Thanh Binh:
A Genetic Ant Colony Optimization Algorithm for Inter-domain Path Computation problem under the Domain Uniqueness constraint. 1-8 - Meng Xu, Fangfang Zhang, Yi Mei
, Mengjie Zhang:
Genetic Programming with Multi-case Fitness for Dynamic Flexible Job Shop Scheduling. 1-8 - Arisa Toda, Satoru Hiwa, Kensuke Tanioka, Tomoyuki Hiroyasu:
Visualization, Clustering, and Graph Generation of Optimization Search Trajectories for Evolutionary Computation Through Topological Data Analysis: Application of the Mapper. 1-8 - Tiago F. D. Pinheiro, Santiago Valdés Ravelo, Luciana S. Buriol:
A fix-and-optimize matheuristic for the k-labelled spanning forest problem. 1-8 - João E. Batista
, Sara Silva
:
Comparative study of classifier performance using automatic feature construction by M3GP. 1-8 - Victor Parque
:
Learning Obstacle-Avoiding Lattice Paths using Swarm Heuristics: Exploring the Bijection to Ordered Trees. 1-8 - Thomas Seidelmann, Sanaz Mostaghim
:
Finding Cost-Effective Re-Layouting Solutions in Modern Brownfield Facility Layout Planning. 1-8 - Hebing Ji, Shaojie Chen, Qinqin Fan:
Zoning Search and Transfer Learning-based Multimodal Multi-objective Evolutionary Algorithm. 1-8 - Mikhail Sarafanov, Valerii Pokrovskii, Nikolay O. Nikitin:
Evolutionary Automated Machine Learning for Multi-Scale Decomposition and Forecasting of Sensor Time Series. 1-8 - Eugen Croitoru, Alexandru-Denis Chiparus, Henri Luchian:
Punctuated Equilibrium and Neutral Networks in Genetic Algorithms. 1-8 - Naoya Yatsu, Hiroki Shiraishi
, Hiroyuki Sato, Keiki Takadama:
XCSR with VAE using Gaussian Distribution Matching: From Point to Area Matching in Latent Space for Less-overlapped Rule Generation in Observation Space. 1-8 - Bing Wang, Hemant Kumar Singh
, Tapabrata Ray:
Investigating Neighborhood Solution Transfer Schemes for Bilevel Optimization. 1-8 - Xinpeng Long, Michael Kampouridis, Delaram Jarchi:
An in-depth investigation of genetic programming and nine other machine learning algorithms in a financial forecasting problem. 1-8 - Christina Plump
, Bernhard J. Berger
, Rolf Drechsler
:
Using density of training data to improve evolutionary algorithms with approximative fitness functions. 1-10 - Sheikh Faishal Basher, Brian J. Ross:
Managing Diversity and Many Objectives in Evolutionary Design. 1-8 - Noha M. Hamza, Saber M. Elsayed
, Ruhul A. Sarker, Daryl Essam:
Solving constrained problems with dynamic objective functions. 1-8 - Qing Cai, Haojie Ang, Sameer Alam:
A Multiobjective Optimization Approach for Air Traffic Flow Management for Airspace Safety Enhancement. 1-9 - Mahmoud Golabi
, Lhassane Idoumghar, Jamal Arkat:
A bi-objective single-server congested edge-based facility location problem under disruption. 1-8 - Francisco Fernández de Vega, Jorge Alvarado, Juan Villegas-Cortéz:
Optical Music recognition and Deep Learning: An application to 4-part harmony. 1-7 - Massimiliano Kaucic, Filippo Piccotto
:
A level-based learning swarm optimizer with a hybrid constraint-handling technique for large-scale portfolio selection problems. 1-8 - Ye Tian, Haowen Chen, Xiaoshu Xiang, Hao Jiang, Xingyi Zhang:
A Comparative Study on Evolutionary Algorithms and Mathematical Programming Methods for Continuous Optimization. 1-8 - Jean-Pierre van Zyl
, Andries P. Engelbrecht:
Rule Induction Using Set-Based Particle Swarm Optimisation. 1-8 - José A. Delgado-Osuna
, Carlos García-Martínez
, Sebastián Ventura
:
Smart Operators for Inducing Colorectal Cancer Classification Trees with PonyGE2 Grammatical Evolution Python Package. 1-9 - Elpidio C. De A. Bisneto, Mariana B. S. A. De Brito, Sébastien R. M. J. Rondineau
, Daniel M. Muñoz:
Comparison of evolutionary algorithms for synthesis of linear array of antennas with minimal level of sidelobe. 1-7 - Tomofumi Kitamura, Alex Fukunaga:
Differential Evolution with an Unbounded Population. 1-8 - Wanting Zhang
, Wei Du, Guo Yu
, Renchu He, Wenli Du:
Large-scale crude oil scheduling: A framework of hybrid optimization based on plan decomposition. 1-8 - Yuji Takubo, Masahiro Kanazaki:
Robust Constrained Multi-objective Evolutionary Algorithm based on Polynomial Chaos Expansion for Trajectory Optimization. 1-9 - Tomofumi Kitamura, Alex Fukunaga:
Duplicate Individuals in Differential Evolution. 1-8 - Xia Wang, Hongwei Ge, Liang Sun, Xinming Zhang:
Random Learning Particle Swarm Optimization with Quasi-Newton Exploitation Mechanism. 1-8 - Sasha Abramowitz, Geoff Nitschke:
Towards Run-time Efficient Hierarchical Reinforcement Learning. 1-8 - Bo Sun
, Wei Li, Ying Huang:
Performance of Composite PPSO on Single Objective Bound Constrained Numerical Optimization Problems of CEC 2022. 1-8 - Mikhail Maslyaev, Alexander Hvatov:
Solver-Based Fitness Function for the Data-Driven Evolutionary Discovery of Partial Differential Equations. 1-8 - Farajollah Tahernezhad-Javazm
, Debbie Rankin, Damien Coyle
:
R2-HMEWO: Hybrid multi-objective evolutionary algorithm based on the Equilibrium Optimizer and Whale Optimization Algorithm. 1-8 - Radomil Matousek
, Tomas Hulka:
Stabilization of Higher Periodic Orbits of the Duffing Map using Meta-evolutionary Approaches: A Preliminary Study. 1-8 - Marios Thymianis, Alexandros Tzanetos, Eneko Osaba, Georgios Dounias, Javier Del Ser:
Electric Vehicle Routing Problem: Literature Review, Instances and Results with a Novel Ant Colony Optimization Method. 1-8 - Peng Liu, Zheng Guo, Hua Yu, Han Linghu, Yijing Li, Yaqing Hou, Hongwei Ge, Qiang Zhang:
A Preliminary Study of Multi-task MAP-Elites with Knowledge Transfer for Robotic Arm Design. 1-8 - Tomoaki Takagi
, Keiki Takadama, Hiroyuki Sato:
Supervised Multi-Objective Optimization Algorithm Using Estimation. 1-8 - Hugo Alcaraz-Herrera
, John Cartlidge
:
Exploration of Ontological Representations for Evolutionary Computation. 1-8 - Amy Peerlinck, John Sheppard:
Multi-Objective Factored Evolutionary Optimization and the Multi-Objective Knapsack Problem. 1-8 - Patrik Kolenovsky, Petr Bujok
:
An adaptive variant of jSO with multiple crossover strategies employing Eigen transformation. 1-8 - Marina de la Cruz López, Carlos Cervigón, Jorge Alvarado, Marta Botella, José Ignacio Hidalgo:
Evolving Classification Rules for Predicting Hypoglycemia Events. 1-8 - Thomas Palazzolo, Chencheng Zhang, Sarah Saad, Robert G. Reynolds:
Learning the Impact of Group Structure on Optimal Herd Path Planning with Cultural Algorithms. 1-9 - Nolan H. Hamilton, Errin W. Fulp:
Budgeted Classification with Rejection: An Evolutionary Method with Multiple Objectives. 1-10 - Michalis Mavrovouniotis, Changhe Li, Georgios Ellinas, Marios M. Polycarpou:
Solving the Electric Capacitated Vehicle Routing Problem with Cargo Weight. 1-8 - Karima Rihane, Adel Dabah
, Abdelhakim AitZai:
Learning-based Selection process for Branch and Bound Algorithms. 1-8 - Carolina Gil Marcelino
, Elizabeth F. Wanner
, Flávio V. C. Martins, Jorge Pérez-Aracil
, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz:
Solving the Optimal Active-Reactive Power Dispatch Problem in Smart Grids with the C-DEEPSO Algorithm. 1-8 - Garrison W. Greenwood, Daniel A. Ashlock:
Evolving Neural Networks for a Generalized Divide the Dollar Game. 1-8 - Nicolas Roy, Charlotte Beauthier, Alexandre Mayer:
Setup of a New Adaptive Fuzzy Particle Swarm Optimization Algorithm. 1-8 - Lucas H. A. Dantas, Romerito C. Andrade, Leonardo C. T. Bezerra
:
High school timetabling at a federal educational institute in Brazil. 1-8 - Truong Dang
, Anh Vu Luong, Alan Wee-Chung Liew
, John McCall, Tien Thanh Nguyen:
Ensemble of deep learning models with surrogate-based optimization for medical image segmentation. 1-8 - Yasuyuki Mitsui, Yuki Yamakoshi, Hiroyuki Sato:
Evolutionary Real-world Item Stock Allocation for Japanese Electric Commerce. 1-8 - Michael Dubé, Sheridan K. Houghten:
Now I Know My Alpha, Beta, Gammas: Variants in an Epidemic Scheme. 1-8 - Anne Elorza, Leticia Hernando, José Antonio Lozano:
Transitions from P to NP-hardness: the case of the Linear Ordering Problem. 1-8 - Aitor Godoy, Ismael Rodríguez
, Fernando Rubio
:
On the hardness of finding good pacts. 1-8 - Rafael Rodrigues Mendes Ribeiro
, Carlos Dias Maciel:
AGAVaPS - Adaptive Genetic Algorithm with Varying Population Size. 1-8 - Bo Sun
, Yafeng Sun, Wei Li:
Multiple Topology SHADE with Tolerance-based Composite Framework for CEC2022 Single Objective Bound Constrained Numerical Optimization. 1-8 - Yi-Feng Chang, Chuan-Kang Ting
:
Multiple Crossover and Mutation Operators Enabled Genetic Algorithm for Non-slicing VLSI Floorplanning. 1-8 - Jessica Mégane
, Nuno Lourenço, Penousal Machado:
Probabilistic Structured Grammatical Evolution. 1-9 - Qingping Liu, Tingting Pang, Kaige Chen, Zuling Wang, Weiguo Sheng:
Adaptive Multi-subpopulation based Differential Evolution for Global Optimization. 1-7 - Hao Tong, Leandro L. Minku
, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
Benchmarking Dynamic Capacitated Arc Routing Algorithms Using Real-World Traffic Simulation. 1-8 - Nina Bulanova, Arina Buzdalova
, Carola Doerr:
Fast Re-Optimization of LeadingOnes with Frequent Changes. 1-8 - Shenqing Wang, Ruifen Cao, Ye Tian, Chunhou Zheng:
Hybrid Tourism Recommendation System: A Multi-Objective Perspective. 1-8 - Karine Levonyan, Jesse Harder, Fernando De Mesentier Silva:
Automated Graph Genetic Algorithm based Puzzle Validation for Faster Game Design. 1-8 - Yongbo Yu, Tao Shi, Hui Ma, Gang Chen:
A Genetic Programming-Based Hyper-Heuristic Approach for Multi-Objective Dynamic Workflow Scheduling in Cloud Environment. 1-8 - Ziyuan Lyu, Tian Ding, Yuwei Fan:
A Decomposition-Combination Optimization Method for Network Multiobjective Optimization Problems. 1-10 - Pavel Krömer, Vojtech Uher:
Optimization of real-world supply routes by nature-inspired metaheuristics. 1-10 - Michael Cerny Green, Ahmed Khalifa
, Megan Charity, Debosmita Bhaumik, Julian Togelius:
Predicting Personas Using Mechanic Frequencies and Game State Traces. 1-8 - Ray Lim, Abhishek Gupta
, Yew-Soon Ong:
An Initial Investigation of Data-Lean Transfer Evolutionary Optimization with Probabilistic Priors. 1-9 - Vítor O. Pochmann, Fernando J. Von Zuben:
Multi-Objective Bilevel Recommender System for Food Diets. 1-8 - Stephen Chen
, Antonio Bolufé Röhler
, James Montgomery
, Dania Tamayo-Vera
, Tim Hendtlass
:
Measuring the Effects of Increasing Dimensionality on Fitness-Based Selection and Failed Exploration. 1-8 - Wei Peng
, Yue Hu, Yuqiang Xie, Luxi Xing, Yajing Sun:
CogIntAc: Modeling the Relationships between Intention, Emotion and Action in Interactive Process from Cognitive Perspective. 1-8 - Elena Kornaeva
, Alexey Kornaev, Alexander Fetisov, Ivan Stebakov, Bulat Ibragimov
:
Physics-based loss and machine learning approach in application to non-Newtonian fluids flow modeling. 1-8 - Matheus Bernardelli de Moraes
, Guilherme Palermo Coelho
:
A Random Forest-Assisted Decomposition-Based Evolutionary Algorithm for Multi-Objective Combinatorial Optimization Problems. 1-8 - Naeeme YadollahPour
, Stephen Chen
:
Methods to Detect and Address Stall in Particle Swarm Optimization. 1-8 - Xinyang Du, Ruibin Bai, Tianxiang Cui, Rong Qu, Jiawei Li
:
An Improved Ant Colony Approach for the Competitive Traveling Salesmen Problem. 1-5 - Emilio Singh, Nelishia Pillay:
A Study of Transfer Learning in an Ant-Based Generation Construction Hyper-Heuristic. 1-7 - Junsei Meikari, Ryosuke Saga:
Evolutionary Node Layout and Edge Bundling. 1-6 - Ioana Sitaru, Madalina Raschip
:
Algorithm Selection for Combinatorial Packing Problems. 1-8 - Matthew Witten, Owen Clancey:
Vaccination Rates and the Emergence of Viral Variants: An Evolutionary Strategies-Inspired Model. 1-7 - Karam M. Sallam
, Mohamed Abdel-Basset, Mohammed El-Abd
, Ali Wagdy Mohamed:
IMODEII: an Improved IMODE algorithm based on the Reinforcement Learning. 1-8 - Miguel Martins, Miguel Rocha, Vitor Pereira
:
Variational Autoencoders and Evolutionary Algorithms for Targeted Novel Enzyme Design. 1-8 - Meera Ramadas, Ajith Abraham:
Segregating Satellite Imagery Based on Soil Moisture Level Using Advanced Differential Evolutionary Multilevel Segmentation. 1-6 - Lalitha Chavali, Tanay Gupta, Paresh Saxena:
SAC-AP: Soft Actor Critic based Deep Reinforcement Learning for Alert Prioritization. 1-8 - Rihab Said
, Maha Elarbi, Slim Bechikh, Carlos A. Coello Coello, Lamjed Ben Said:
Interval-based Cost-sensitive Classification Tree Induction as a Bi-level Optimization Problem. 1-8 - Giovanni Acampora
, Roberto Schiattarella, Autilia Vitiello:
Quantum Mating Operator: A New Approach to Evolve Chromosomes in Genetic Algorithms. 1-8 - Jorge M. Cruz-Duarte, Iván Amaya, José Carlos Ortiz-Bayliss, Nelishia Pillay:
A Transfer Learning Hyper-heuristic Approach for Automatic Tailoring of Unfolded Population-based Metaheuristics. 1-8 - Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Marko Djurasevic, Alberto Leporati:
Evolutionary Construction of Perfectly Balanced Boolean Functions. 1-8 - Ricardo Nieto-Fuentes, Carlos Segura:
A replacement scheme based on dynamic penalization for controlling the diversity of the population in Genetic Programming. 1-8 - Rasa Khosrowshahli, Shahryar Rahnamayan, Azam Asilian Bidgoli:
Clustering Center-based Differential Evolution. 1-8 - Haokai Hong
, Min Jiang, Liang Feng, Qiuzhen Lin
, Kay Chen Tan
:
Balancing Exploration and Exploitation for Solving Large-scale Multiobjective Optimization via Attention Mechanism. 1-8 - Meng Xu, Yi Mei
, Fangfang Zhang, Mengjie Zhang:
Genetic Programming with Cluster Selection for Dynamic Flexible Job Shop Scheduling. 1-8 - Iñigo Delgado-Enales, Patricia Molina-Costa, Eneko Osaba, Silvia Urra-Uriarte
, Javier Del Ser:
Improving the Urban Accessibility of Older Pedestrians using Multi-objective Optimization. 1-8 - Petr Bujok
, Patrik Kolenovsky:
Eigen Crossover in Cooperative Model of Evolutionary Algorithms Applied to CEC 2022 Single Objective Numerical Optimisation. 1-8 - André Ramos Fernandes Da Silva
, Lucas Marcondes Pavelski
, Luiz Alberto Queiroz Cordovil Júnior, Paulo Henrique De Oliveira Gomes, Layane Menezes Azevedo, Francisco Erivaldo Fernandes Junior
:
An evolutionary search algorithm for efficient ResNet-based architectures: a case study on gender recognition. 1-10 - Péricles B. C. de Miranda, Rafael Ferreira Mello, André C. A. Nascimento, Tapas Si
:
Multi-Objective Optimization of Sampling Algorithms Pipeline for Unbalanced Problems. 1-8 - Hao Hao, Shuai Wang, Bingdong Li, Aimin Zhou:
A Surrogate Model Assisted Estimation of Distribution Algorithm with Mutil-acquisition Functions for Expensive Optimization. 1-8 - João Batista Rodrigues Neto, Gabriel de Oliveira Ramos:
An Interpolated Approach for Active Debris Removal. 1-6 - Heba Abdel-Nabi, Mostafa Z. Ali, Mohammad I. Daoud, Rami Alazrai, Arafat Awajan, Robert G. Reynolds, Ponnuthurai N. Suganthan:
An Enhanced Multi-Phase Stochastic Differential Evolution Framework for Numerical Optimization. 1-8 - Ana Nikolikj, Risto Trajanov, Gjorgjina Cenikj, Peter Korosec, Tome Eftimov:
Identifying minimal set of Exploratory Landscape Analysis features for reliable algorithm performance prediction. 1-8 - James Sargant, Sheridan K. Houghten, Michael Dubé:
Evolving Weighted Contact Networks for Epidemic Modeling: the Ring and the Power. 1-9 - Julie Greensmith, Longzhi Yang:
TwoDCA: A 2-Dimensional Dendritic Cell Algorithm with Dynamic Cell Migration. 1-8 - Luis Japa, Marcello Serqueira, Israel Mendonça
, Eduardo Bezerra, Masayoshi Aritsugi, Pedro Henrique González:
A conjugated evolutionary algorithm for hyperparameter optimization. 1-9
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