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ORCIDCEC 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 - Mario A. Navarro, Alfonso Ramos-Michel, Bernardo Morales-Castañeda, Oscar Maciel-Castillo, Itzel Aranguren, Arturo Valdivia, Diego Oliva, Seyed Jalaleddin Mousavirad:
Improving the optimization performance by an adaptable design: A dynamic selection of operators via criteria-based matrix for evolutionary algorithms. 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, M 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. 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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