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ORCIDCEC 2018: Rio de Janeiro, Brazil
- 2018 IEEE Congress on Evolutionary Computation, CEC 2018, Rio de Janeiro, Brazil, July 8-13, 2018. IEEE 2018, ISBN 978-1-5090-6017-7
- Ruoting Mal, Lei Zhou, Kai Liu, Chao Chen, Xuefeng Xie:
A Preliminary Study of Autoencoding Evolutionary Search with Selection of Problem Domains. 1-8 - Gean Trindade Pereira, Bruna Zamith Santos
, Ricardo Cerri:
A Genetic Algorithm for Transposable Elements Hierarchical Classification Rule Induction. 1-8 - Ayah Helal, James Brookhouse, Fernando E. B. Otero:
Archive-Based Pheromone Model for Discovering Regression Rules with Ant Colony Optimization. 1-7 - Satvik Jain, Siddharth Verma, Swaraj Kumar, Swati Aggarwal:
An Evolutionary Learning Approach to Play Othello Using XCS. 1-8 - Xuemei Yet, Junzhi Li, Bo Xu, Ying Tan:
Which Mapping Rule in the Fireworks Algorithm is Better for Large Scale Optimization. 1-8 - Stjepan Picek, Karlo Knezevic, Domagoj Jakobovic, Claude Carlet:
A Search for Differentially-6 Uniform (n, n-2) Functions. 1-7 - Basma Abdulaimma, Abir Hussain, Paul Fergus, Dhiya Al-Jumeily, Paulo Lisboa, De-Shuang Huang, Naeem Radi:
Improving Type 2 Diabetes Phenotypic Classification by Combining Genetics and Conventional Risk Factors. 1-7 - Elizabeth Montero, Saúl Zapotecas Martínez:
An Analysis of Parameters of Decomposition-Based MOEAs on Many-Objective Optimization. 1-8 - Jiawei Yuan, Hai-Lin Liu, Fangqing Gu:
A Cost Value Based Evolutionary Many-Objective Optimization Algorithm with Neighbor Selection Strategy. 1-8 - R. Arulraj, Narayanan Kumarappan:
Hybrid WIPSO-GSA Algorithm Based Optimal DG and Capacitor Planning Considering Different Load Types and Load Levels. 1-8 - Matthew Witten, Owen Clancey:
Evolutionary Optimization in Robotic Radiotherapy Treatment Planning: A Comparison of Clinical Results with L-BFGS Optimization. 1-7 - Murillo G. Carneiro, Gabriel A. De Lisboa:
What's the Next Move? Learning Player Strategies in Zoom Poker Games. 1-8 - Gaber El-Saady, Essamudin A. Ebrahim, H. I. Abdul-Ghaffar, Y. S. Mohamed, Abou-Hashima El-Sayed:
Particle-Swarm Optimization Control of Active-Power Filter for Harmonic Mitigation of Hybrid Electric-Unbalanced Traction-System. 1-8 - Nam Le, Michael O'Neill, Anthony Brabazon:
The Baldwin Effect Reconsidered Through the Prism of Social Learning. 1-8 - Rohit Salgotra, Urvinder Singh, Sriparna Saha:
Improved Cuckoo Search with Better Search Capabilities for Solving CEC2017 Benchmark Problems. 1-7 - Shreya Kataria, Somya Sangal, Twishi Tyagi, Swati Aggarwal:
Augmented Gene Expression Programming: A Population Diversifying Paradigm. 1-7 - Samuel Pereriada Rocha, Rafael BambirraPereira, Thiago Melo Machado-Coelho, Petr Yakovlevitch Ekel, Gustavo Luís Soares:
Two-Stage Optimization Combining PSO and TOPSIS for Allocation of Energy Storage in Electric Power Systems. 1-8 - André de Souza Brito, Stanio Sa Rosario Furtado Soares, Saulo Moraes Villela:
Metaheuristics in the Project of Cellular Automata for Key Generation in Stream Cipher Algorithms. 1-8 - Kanchibhotla Chaitanya, Durvasula V. L. N. Somayajulu, P. Radha Krishna:
A PSO Based Community Detection in Social Networks with Node Attributes. 1-6 - Zhile Yang, Yuanjun Guo, Qun Niu, Haiping Ma, Yimin Zhou, Li Zhang:
A Novel Binary Jaya Optimization for Economic/Emission Unit Commitment. 1-6 - Lucas Prestes, Myriam Regattieri Delgado, Ricardo Lüders, Richard A. Gonçalves, Carolina P. de Almeida:
Boosting the Performance of MOEA/D-DRA with a Multi-Objective Hyper-Heuristic Based on Irace and UCB Method for Heuristic Selection. 1-8 - Unai Garciarena, Roberto Santana, Alexander Mendiburu:
Analysis of the Complexity of the Automatic Pipeline Generation Problem. 1-8 - Nonso Nnamoko, Abir Hussain, David England:
Predicting Diabetes Onset: An Ensemble Supervised Learning Approach. 1-7 - Lucas M. Pavelski, Myriam Regattieri Delgado, Marie-Eléonore Kessaci:
Meta-Learning for Optimization: A Case Study on the Flowshop Problem Using Decision Trees. 1-8 - Xueming Xiao, Hutao Cui, Meibao Yao, Yuegang Fu, Wanqiang Qi:
Auto Rock Detection via Sparse-Based Background Modeling for Mars Rover. 1-6 - Manuel Villalobos-Cid, Márcio Dorn, Mario Inostroza-Ponta:
Performance Comparison of Multi-Objective Local Search Strategies to Infer Phylogenetic Trees. 1-8 - Shouyong Jiang, Marcus Kaiser, Shuzhen Wan, Jinglei Guo, Shengxiang Yang, Natalio Krasnogor:
An Empirical Study of Dynamic Triobjective Optimisation Problems. 1-8 - Paulo G. L. Candido, Jonathan de Andrade Silva, Elaine R. Faria, Murilo Coelho Naldi:
Scalable Batch Stream Clustering with k Estimation. 1-8 - Samuel E. L. Oliveira, Victor Diniz, Anísio Lacerda, Gisele L. Pappa:
Multi-objective Evolutionary Rank Aggregation for Recommender Systems. 1-8 - Pavel Novoa-Hernández, David A. Pelta, Carlos Cruz Corona:
Approximation Models in Robust Optimization Over Time - An Experimental Study. 1-6 - Alberto Palacios Pawlovsky:
An Immune Algorithm with an Evolutionary Scheme for Component Selection for the kNN Method. 1-7 - Junqi Zhang, Xixun Zhu, MengChu Zhou:
Learning Automata-Based Particle Swarm Optimizer. 1-6 - Leonardo Goliatt da Fonseca, Michèle Cristina Resende Farage:
An Extreme Learning Machine with Feature Selection for Estimating Mechanical Properties of Lightweight Aggregate Concretes. 1-7 - Francesco Grimaccia, Marco Mussetta, Alessandro Niccolai, Riccardo Enrico Zich:
Optimal Computational Distribution of Social Network Optimization in Wireless Sensor Networks. 1-7 - Joao Victor C. Fracasso, Fernando J. Von Zuben:
Multi-Objective Semantic Mutation for Genetic Programming. 1-8 - Faramarz Khosravi, Michael Borst, Jürgen Teich:
Probabilistic Dominance in Robust Multi-Objective Optimization. 1-6 - Stjepan Picek, Karlo Knezevic, Luca Mariot, Domagoj Jakobovic, Alberto Leporati:
Evolving Bent Quaternary Functions. 1-8 - Bingyam Mao, Zhijiang Xie, Yongbo Wang, Huapeng Wu, Heikki Handroos:
A Self-adaptive Artificial Bee Colony Algorithm with Guard Stage for Global Optimization. 1-8 - Mingde Zhao, Hongwei Ge, Hongyan Han, Liang Sun:
A Many-Objective Evolutionary Algorithm with Fast Clustering and Reference Point Redistribution. 1-6 - Diego L. Cavalca, Ricardo A. S. Fernandes:
Hybrid Particle Swarm Algorithm Applied to Flexible Job-Shop Problem. 1-6 - Pedro B. Fernandes, Roberto Célio Limão de Oliveira, João Viana da Fonseca Neto:
A Modified QPSO for Robotic Vehicle Path Planning. 1-7 - Nayeli Angel, Carlos Segura, Oscar Dalmau Cedeño:
Explicit Control of Diversity in Differential Evolution. 1-8 - Stephyn G. W. Butcher, John W. Sheppard, Shane Strasser:
Pareto Improving Selection of the Global Best in Particle Swarm Optimization. 1-8 - Pham Dinh Thanh, Dinh Anh Dung, Tran Ngoc Tien, Huynh Thi Thanh Binh:
An Effective Representation Scheme in Multifactorial Evolutionary Algorithm for Solving Cluster Shortest-Path Tree Problem. 1-8 - Luiz Carlos Felix Carvalho, Márcia Aparecida Fernandes:
Convergence analysis of evolutionary algorithms solving the Flexible Job Shop Problem. 1-7 - Wei Zhou, Liang Feng, Siwei Jiang, Shu Zhang, Yaqing Hou, Yew-Soon Ong, Zexuan Zhu, Kai Liu:
A Preliminary Study of Adaptive Indicator Based Evolutionary Algorithm for Dynamic Multiobjective Optimization via Autoencoding. 1-7 - Chia-Ling Huang, Yun-Zhi Jiang, Shi-Yi Tan, Wei-Chang Yeh, Vera Yuk Ying Chung, Chyh-Ming Lai:
Simplified Swarm Optimization for the Time Dependent Competitive Vehicle Routing Problem with Heterogeneous Fleet. 1-8 - Fernando Garcia Diniz Campos Ferreira, Gustavo P. Hanaoka, Felipe D. Paiva, Rodrigo T. N. Cardoso:
Parallel MOEAs for Combinatorial Multiobjective Optimization Model of Financial Portfolio Selection. 1-8 - Manuel Villalobos-Cid, Márcio Dorn, Mario Inostroza-Ponta:
Understanding the Relationship Between Decision and Objective Space in the Multi-Objective Phylogenetic Inference Problem. 1-8 - Maicon Douglas Santos Matos, Laurence Rodrigues do Amaral:
Multiple Disjunctions Rule Genetic Algorithm (MDRGA): Inferring Non-Linear IF-THEN Rules in Non-Linear Datasets. 1-6 - Yao Zhou, Gary G. Yen:
Evolving Deep Neural Networks for Movie Box-Office Revenues Prediction. 1-8 - Carlos M. Fernandes, Agostinho C. Rosa, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta:
Dynamic Models of Partially Connected Topologies for Population-Based Metaheuristics. 1-8 - Tobias Rodemann:
Industrial Portfolio Management for Many-Objective Optimization Algorithms. 1-8 - Naresh K. Mallenahalli, T. Hitendra Sarma:
A Tunable Particle Swarm Size Optimization Algorithm for Feature Selection. 1-7 - Lingyun Zhou, Lixin Ding, Yunwen Lei:
An Enhanced Firefly Algorithm with Orthogonal Centroid Opposition-Based Learning. 1-8 - Junkun Zhong, Yuping Wang, Hui Du, Wuning Tong:
A New Clustering Algorithm by Using Boundary Information. 1-8 - Joao Marcos de Freitas, Felipe Rafael de Souza, Heder S. Bernardino:
Evolving Controllers for Mario AI Using Grammar-based Genetic Programming. 1-8 - Jorge C. Gomes, Anders Lyhne Christensen:
Comparing Approaches for Evolving High-Level Robot Control Based on Behaviour Repertoires. 1-6 - Jean Berger, Emmanuel Giasson, Mihai Florea, Moufid Harb, Alexander Teske, Emil M. Petriu, Rami S. Abielmona, Rafael Falcon, Nassirou Lo:
A Graph-based Genetic Algorithm to Solve the Virtual Constellation Multi-Satellite Collection Scheduling Problem. 1-10 - Russell Ainslie, John A. W. McCall, Sid Shakya, Gilbert Owusu:
Tactical Plan Optimisation for Large Multi-Skilled Workforces Using a Bi-Level Model. 1-8 - A. T. M. Golam Bari, Alessio Gaspar:
DynTLBO - A Teaching Learning-based Dynamic Optimization Algorithm. 1-8 - Rung-Tzuo Liaw, Chuan-Kang Ting:
Incorporating Fitness Inheritance and k-Nearest Neighbors for Evolutionary Dynamic Optimization. 1-8 - Xiaohu Zheng, Xianqi Chen, Wen Yao, Xiaoqian Chen, Longqi Yang, Yazhong Luo:
Multistate Satellite System Reliability Optimization Based on Improved Compression Inference Algorithm and Bayesian Network. 1-7 - Alimed Celecia Ramos, Marley M. B. R. Vellasco:
Quantum-inspired Evolutionary Algorithm for Feature Selection in Motor Imagery EEG Classification. 1-8 - Grasiele Regina Duarte, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca:
A New Strategy to Evaluate the Attractiveness in a Dynamic Island Model. 1-8 - Li Zhang, Kang Li, Zhile Yang, Xiang Li, Yuanjun Guo, Dajun Du, Chikong Wong:
Compact Neural Modeling of Single Flow Zinc-Nickel Batteries Based on Jaya Optimization. 1-6 - Tao Shi, Hui Ma, Gang Chen:
Energy-Aware Container Consolidation Based on PSO in Cloud Data Centers. 1-8 - Chia-Ling Huang, Yun-Zhi Jiang, Ying Yin, Wei-Chang Yeh, Vera Yuk Ying Chung, Chyh-Ming Lai:
Multi Objective Scheduling in Cloud Computing Using MOSSO. 1-8 - Daniel Bustos Coral, Maristela Oliveira Santos, Cláudio Toledo, Luis FernandoNifio:
Clustering-Based Search in a Memetic Algorithm for the Vehicle Routing Problem with Time Windows. 1-8 - Murilo Zangari, Ademir Aparecido Constantino, Josu Ceberio:
A Decomposition-Based Local Search Algorithm for Multi-Objective Sequence Dependent Setup Times Permutation Flowshop Scheduling. 1-8 - James Montgomery, Andrew Fitzgerald, Marcus Randall, Andrew Lewis:
A Computational Comparison of Evolutionary Algorithms for Water Resource Planning for Agricultural and Environmental Purposes. 1-8 - Liza Lunardi Lemos, Ana L. C. Bazzan, Marcia Pasin:
Co-Adaptive Reinforcement Learning in Microscopic Traffic Systems. 1-8 - Md. Monjurul Islam, Hemant Kumar Singh, Tapabrata Ray:
Efficient Global Optimization for Solving Computationally Expensive Bilevel Optimization Problems. 1-8 - Rogerio C. B. L. Povoa, Adriano S. Koshiyama, Douglas Mota Dias, Patricia L. Souza, Bruno A. C. Horta:
Multi-Modal Optimization by Multi-Gene Genetic Programming. 1-8 - Yingjie Xu, Xiaolu Liu, Renjie He, Yingguo Chen, Yuning Chen:
Multi-Satellite Scheduling Framework and Algorithm for Very Large Area Observation. 1-8 - Xiong Xu, Li Jiao, Ziming Zhu:
The Simulated Tree-Growth Algorithm Based on T-Invariants for State Reduction of Petri Nets. 1-10 - Leonardo T. Pereira, Paulo Victor de Souza Prado, Cláudio Toledo:
Evolving Dungeon Maps With Locked Door Missions. 1-8 - Diogo M. De-Freitas, Plínio de Sá Leitão Júnior, Celso G. Camilo-Junior, Rachel Harrison:
Mutation-Based Evolutionary Fault Localisation. 1-8 - Aarti Panday, Jimoh Olarewaju Pedro:
Particle Swarm-Optimised PID Control of a Receiver Aircraft During Aerial Refuelling. 1-8 - Bruno Borguesan, Pedro Henrique Narloch, Mario Inostroza-Ponta, Márcio Dorn:
A Genetic Algorithm Based on Restricted Tournament Selection for the 3D-PSP Problem. 1-8 - Yongliang Chen, Jinghui Zhong, Mingkui Tan:
A Fast Memetic Multi-Objective Differential Evolution for Multi-Tasking Optimization. 1-8 - Marco A. Ribeiro, Iago A. Carvalho, Jeferson F. Chaves, Gisele L. Pappa, Omar P. Vilela Neto:
Improving Energy Efficiency of Field-Coupled Nanocomputing Circuits by Evolutionary Synthesis. 1-8 - Stephanie Alvarez Fernandez, Denis G. Fantinato, Jugurta R. Montalvão Filho, Romis Attux, Daniel G. Silva:
Immune-Inspired Optimization with Autocorrentropy Function for Blind Inversion of Wiener Systems. 1-7 - Simone A. Ludwig:
Optimization of Control Parameter for Filter Algorithms for Attitude and Heading Reference Systems. 1-8 - Pavlos Androulakakis, Zachariah E. Fuchs, Jason E. Shroyer:
Evolutionary Design of an Open-Loop Turn Circle Intercept Controller. 1-9 - Reginald Ankrah, Olivier Regnier-Coudert, John A. W. McCall, Anthony Conway, Andrew Hardwick:
Performance Analysis of GA and PBIL Variants for Real-World Location-Allocation Problems. 1-8 - Toshi Sinha, Ali Haidar, Brijesh K. Verma:
Particle Swarm Optimization Based Approach for Finding Optimal Values of Convolutional Neural Network Parameters. 1-6 - Soheila Sadeghiram, Hui Ma, Gang Chen:
Cluster-Guided Genetic Algorithm for Distributed Data-intensive Web Service Composition. 1-7 - Ye Tian, Xiaoshu Xiang, Xingyi Zhang, Ran Cheng, Yaochu Jin:
Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization Problems. 1-6 - Marcelo Fonseca Faraj, João F. M. Sarubbi, Cristiano M. Silva, Flávio V. C. Martins:
A Memetic Algorithm Approach to Deploy RSU s Based on the Gamma Deployment Metric. 1-8 - Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba:
Hybridized Artificial Bee Colony Algorithm for Constrained Portfolio Optimization Problem. 1-8 - Tianyu Wang, Jun Zhao, Wei Wang, Ying Liu, Ge Guo:
Target-Oriented Granular Inference with Evolutionary Updating for Converter Gas Scheduling. 1-7 - Xiong Xu, Li Jiao, Ziming Zhu:
Boosting Search Based Software Testing by Using Ensemble Methods. 1-10 - Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang:
Evolving Deep Convolutional Neural Networks by Variable-Length Particle Swarm Optimization for Image Classification. 1-8 - Ji Lu, Yuning Chen, Renjie He, Yingwu Chen:
A Simple and Fast Heuristic Algorithm for Time-dependent AEOS Scheduling Problem. 1-8 - Mario Arzamendia, Daniel Gutiérrez-Reina, Sergio L. Toral Marín, Derlis Gregor, Hissam Tawfik:
Evolutionary Computation for Solving Path Planning of an Autonomous Surface Vehicle Using Eulerian Graphs. 1-8 - Nicolas D. Griffiths Sanchez, Patrícia A. Vargas, Micael S. Couceiro:
A Darwinian Swarm Robotics Strategy Applied to Underwater Exploration. 1-6 - Ali Haidar, Brijesh K. Verma, Toshi Sinha:
A Novel Approach for Optimizing Ensemble Components in Rainfall Prediction. 1-8 - Yapei Wu, Xingguang Peng, Demin Xu:
Cooperative Co-evolution for Large Scale Optimization with Dynamic Variable Grouping via Marginal Product Modeling. 1-6 - Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy:
On the Population Diversity for the Chaotic Differential Evolution. 1-8 - Lucas Borges de Moraes, Adriano Fiorese, Rafael Stubs Parpinelli:
An Evolutive Hybrid Approach to Cloud Computing Provider Selection. 1-8 - Douglas Winston R. S., Gustavo Teodoro Laureano, Celso G. Camilo-Junior:
Comparison of VCA and GAEE algorithms for Endmember Extraction. 1-8 - Ederson Borges, Guilherme Palermo Coelho:
CIP-aiNet: An Entropy-Based Immune Network for Multiple Clustering. 1-8 - Victor Henrique Alves Ribeiro, Gilberto Reynoso-Meza:
Multi-objective Support Vector Machines Ensemble Generation for Water Quality Monitoring. 1-6 - Joel Chacón Castillo, Carlos Segura:
Analysis and Enhancement of Simulated Binary Crossover. 1-8 - Nicolás Rojas-Morales, María Cristina Riff, Bertrand Neveu:
Feasibility and Availability Based Heuristics for ACO Algorithms Solving Binary CSP. 1-8 - Maria Yaneli Ameca-Alducin, Maryam Hasani-Shoreh, Wilson Blaikie, Frank Neumann, Efrén Mezura-Montes:
A Comparison of Constraint Handling Techniques for Dynamic Constrained Optimization Problems. 1-8 - Marcus Vinicius Gonzaga Ferreira, Flávio Henrique Teles Vieira, Juliana Paula Felix, Dalton Foltran de Souza, Ricardo Augusto Pereira Franco:
Application of Evolutionary Algorithm to Allocate Resources in Wireless Networks with Carrier Aggregation. 1-8 - Luciano D. S. Pacífico, Teresa Bernarda Ludermir:
Alternative Population Initialization Schemes for Group Search Optimization for Data Clustering. 1-8 - Patrick Spettel, Hans-Georg Beyer:
A Simple Approach for Constrained Optimization - An Evolution Strategy that Evolves Rays. 1-8 - Jacob Soderlund, Alan Blair:
Adversarial Image Generation Using Evolution and Deep Learning. 1-8 - Daniel Molina, Antonio LaTorre, Francisco Herrera:
SHADE with Iterative Local Search for Large-Scale Global Optimization. 1-8 - Forhad Zaman, Saber M. Elsayed, Ruhul A. Sarker, Daryl Essam:
Scenario-Based Solution Approach for Uncertain Resource Constrained Scheduling Problems. 1-8 - Patryk Kot, Magomed Muradov, Samuel Ryecroft, Montserrat Ortoneda Pedrola, Andy Shaw, Janet Hemingway, Rinki Deb, Micheal Coleman:
Identification of Optimal Frequencies to Determine Alpha-Cypermethrin Using Machine Learning Feature Selection Techniques. 1-7 - Yong-Feng Ge, Wei-jie Yu, Zhi-Hui Zhan, Jun Zhang:
Competition-Based Distributed Differential Evolution. 1-8 - Karam M. Sallam, Saber M. Elsayed, Ruhul A. Sarker, Daryl Leslie Essam:
Improved United Multi-Operator Algorithm for Solving Optimization Problems. 1-8 - Ricardo Alvarez, Claudia Rahmann, Rodrigo Palma-Behnke, Pablo A. Estévez, Felipe Valencia:
Ant Colony Optimization Algorithm for the Multiyear Transmission Network Expansion Planning. 1-8 - William Booker, Dean Frederick Hougen:
Meiotic Inheritance and Gene Dominance in Synthetic Sympatric Speciation. 1-8 - Flaviana Moreira de Souza Amorim, Márcio da Silva Arantes, Claudio Fabiano Motta Toledo, Pierre Eric Frisch, Bernardo Almada-Lobo:
Hybrid Genetic Algorithms Applied to the Glass Container Industry Problem. 1-8 - Ankur Sinha, Samish Bedi, Kalyanmoy Deb:
Bilevel Optimization Based on Kriging Approximations of Lower Level Optimal Value Function. 1-8 - Javier Ramos, Miguel León Ortiz, Ning Xiong:
MPADE: An Improved Adaptive Multi-Population Differential Evolution Algorithm Based on JADE. 1-8 - Muhanad Tahrir Younis, Shengxiang Yang, Benjamin N. Passow:
A Loosely Coupled Hybrid Meta-Heuristic Algorithm for the Static Independent Task Scheduling Problem in Grid Computing. 1-8 - Handing Wang, John Doherty, Yaochu Jin:
Hierarchical Surrogate-Assisted Evolutionary Multi-Scenario Airfoil Shape Optimization. 1-8 - Leonardo Goliatt da Fonseca, Priscila V. S. Z. Capriles, Grasiele Regina Duarte:
Modeling Heating and Cooling Loads in Buildings Using Gaussian Processes. 1-6 - Chen Wang, Liang Peng, Lincong Luo, Zeng-Guang Hou, Weiqun Wang:
Genetic Algorithm Based Dynamics Modeling and Control of a Parallel Rehabilitation Robot. 1-6 - Juliano Pierezan, Leandro dos Santos Coelho:
Coyote Optimization Algorithm: A New Metaheuristic for Global Optimization Problems. 1-8 - Raghad Al-Shabandar, Abir Hussain, Robert Keight, Andy Laws, Thar Baker:
The Application of Gaussian Mixture Models for the Identification of At-Risk Learners in Massive Open Online Courses. 1-8 - Marwa Hammami, Slim Bechikh, Chih-Cheng Hung, Lamjed Ben Said:
A Multi-Objective Hybrid Filter-Wrapper Evolutionary Approach for Feature Construction on High-Dimensional Data. 1-8 - Charles Henrique Porto Ferreira, Fabrício Olivetti de França, Debora Maria Rossi de Medeiros:
Combining Multiple Views from a Distance Based Feature Extraction for Text Classification. 1-8 - Xiaohan Bai, Xiaoying Gao, Bing Xue:
Particle Swarm Optimization Based Two-Stage Feature Selection in Text Mining. 1-8 - Joan Alza, Josu Ceberio, Borja Calvo:
Balancing the Diversification-Intensification Trade-off Using Mixtures of Probability Models. 1-8 - Sajib K. Biswas, Rishi Jagdev, Pranab K. Muhuri:
Energy Efficient Scheduling in Multiprocessor Systems Using Archived Multi-objective Simulated Annealing. 1-8 - Weidi Xu, Haoze Sun, Chao Deng, Ying Tan:
TextDream: Conditional Text Generation by Searching in the Semantic Space. 1-6 - Rogério Ferreira de Moraes, André Renato Villela da Silva, Luiz Satoru Ochi, Luis Martí:
Implementation of a RVND, VNS, ILS Heuristic for the Traveling Car Renter Problem. 1-8 - Saúl Zapotecas Martínez, Antonio López Jaimes, Karen Miranda, Abel García-Nájera:
Decomposition-based Multi-Objective Evolutionary Optimization for Cluster-Head Selection in WSNs. 1-8 - Eléonore Vissol-Gaudin, Apostolos Kotsialos, Chris Groves, Christopher Pearson, Dagou A. Zeze, Michael C. Petty, Noura Al Moubayed:
Confidence Measures for Carbon-Nanotube / Liquid Crystals Classifiers. 1-8 - Hendrik Richter:
Information Content of Coevolutionary Game Landscapes. 1-6 - Michal Prauzek, Nicolas R. A. Mourcet, Jakub Hlavica, Petr Musílek:
Q-Learning Algorithm for Energy Management in Solar Powered Embedded Monitoring Systems. 1-7 - Faizal M. F. Hafiz, Akshya Swain, Eduardo M. A. M. Mendes, Nitish D. Patel:
Structure Selection of Polynomial NARX Models Using Two Dimensional (2D) Particle Swarms. 1-8 - Ola Younis, Waleed Al-Nuaimy, Fiona Rowe, Mohammad H. Alomari:
Real-time Detection of Wearable Camera Motion Using Optical Flow. 1-6 - Ammar Mansoor Kamoona, Jagdish Chandra Patra, Alex Stojcevski:
An Enhanced Cuckoo Search Algorithm for Solving Optimization Problems. 1-6 - Bryan Hoke, Dean Frederick Hougen:
Nurturing Promotes the Evolution of Generalized Supervised Learning. 1-8 - Artur Brum, Marcus Ritt:
Automatic Design of Heuristics for Minimizing the Makespan in Permutation Flow Shops. 1-8 - Lucas de Assis Soares, Klaus Fabian Côco, Evandro Ottoni Teatini Salles, Patrick Marques Ciarelli:
Texture Representation and Classification with Artificial Hikers and Fractals. 1-8 - Jing J. Liang, P. Wang, Caitong Yue, Kunjie Yu, Z. H. Li, Bo-Yang Qu:
Multi-objective Brainstorm Optimization Algorithm for Sparse Optimization. 1-8 - Spencer Gibb, Hung Manh La, Sushil J. Louis:
A Genetic Algorithm for Convolutional Network Structure Optimization for Concrete Crack Detection. 1-8 - Jacob Nyman, Kazi Shah Nawaz Ripon:
Metaheuristics for the Multiobjective Surgery Admission Planning Problem. 1-8 - Marcelo Gomes Pereira de Lacerda, Hugo Deandrade Amorim Neto, Teresa Bernarda Ludermir, Herbert Kuchen, Fernando Buarque de Lima Neto:
Population Size Control for Efficiency and Efficacy Optimization in Population Based Metaheuristics. 1-8 - Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy:
Cluster Occurrence in the DbL_SHADE Population. 1-8 - Xiaoyi Feng, Ao Liu, Weiliang Sun, Xiaofeng Yue, Bo Liu:
A Dynamic Generalized Opposition-Based Learning Fruit Fly Algorithm for Function Optimization. 1-7 - Gabriel L. C. Da Silva, Marcelo Fantinato, Sarajane Marques Peres, Hajo A. Reijers:
Discovery of Unstructured Business Processes Through Genetic Algorithms Using Activity Transitions-Based Completeness and Precision. 1-9 - Hao Lan Zhang, Huanyu Zhao, Yiu-Ming Cheung, Jing He:
Generating EEG Graphs Based on PLA for Brain Wave Pattern Recognition. 1-7 - Faizan Khan, Ali Sunbul, Mohammad Y. Ali, Haytham Abdei-Gawad, Shahryar Rahnamayan, Vijay K. Sood:
Maximum Power Point Tracking in Photovoltaic Farms Using DE and PSO Algorithms: A Comparative Study. 1-9 - Diego L. Cavalca, Ricardo A. S. Fernandes:
Gradient-based Mechanism For PSO Algorithm: A Comparative Study On Numerical Benchmarks. 1-7 - Henrique Yoshikazu Shishido, Júlio Cezar Estrella, Claudio Fabiano Motta Toledo:
Multi-Objective Optimization for Workflow Scheduling Under Task Selection Policies in Clouds. 1-8 - Renato Tinós, L. Darrell Whitley:
A Fusion Mechanism for the Generalized Asymmetric Partition Crossover. 1-8 - Marcelo de Souza, Marcus Ritt:
An Automatically Designed Recombination Heuristic for the Test-Assignment Problem. 1-8 - Bolin Wu, Wang Hu, Zhenan He, Min Jiang, Gary G. Yen:
A Many-Objective Particle Swarm Optimization Based On Virtual Pareto Front. 1-8 - Helson Luiz Jakubovski Filho, Thiago do Nascimento Ferreira, Silvia Regina Vergilio:
Incorporating User Preferences in a Software Product Line Testing Hyper-Heuristic Approach. 1-8 - Sumit Mishra, Sriparna Saha, Samrat Mondal:
MBOS: Modified Best Order Sort Algorithm for Performing Non-Dominated Sorting. 1-8 - Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Amin Rahati:
Accelerating Protein Structure Prediction Using Active Learning and Surrogate-Based Optimization. 1-6 - Tatiane M. Pacheco, Luciana Brugiolo Gonçalves, Victor Ströele, Stênio Sã Rosário Furtado Soares:
An Ant Colony Optimization for Automatic Data Clustering Problem. 1-8 - José L. Rueda, István Erlich:
Hybrid Single Parent-Offspring MVMO for Solving CEC2018 Computationally Expensive Problems. 1-8 - Fernando Lezama, João P. Soares, Ricardo Faia, Tiago Pinto, Zita A. Vale:
A New Hybrid-Adaptive Differential Evolution for a Smart Grid Application Under Uncertainty. 1-8 - Vikas Palakonda, Noor H. Awad, Rammohan Mallipeddi, Mostafa Z. Ali, Kalyana C. Veluvolu, Ponnuthurai N. Suganthan:
Differential Evolution with Stochastic Selection for Uncertain Environments: A Smart Grid Application. 1-7 - Samaneh Azari, Mengjie Zhang, Bing Xue, Lifeng Peng:
Genetic Programming for Preprocessing Tandem Mass Spectra to Improve the Reliability of Peptide Identification. 1-8 - Jônata Tyska Carvalho, Nicola Milano, Stefano Nolfi:
Evolving Robust Solutions for Stochastically Varying Problems. 1-8 - Julieta Sol Dussaut, Pablo Javier Vidal, Ignacio Ponzoni, Ana Carolina Olivera:
Comparing Multiobjective Evolutionary Algorithms for Cancer Data Microarray Feature Selection. 1-8 - Bruno Iochins Grisci, Bruno César Feltes, Márcio Dorn:
Microarray Classification and Gene Selection with FS-NEAT. 1-8 - Icaro Marcelino Miranda, Marcelo Ladeira, Claus de Castro Aranha:
A Comparison Study Between Deep Learning and Genetic Programming Application in Cart Pole Balancing Problem. 1-7 - Miriam Pescador-Rojas, Carlos A. Coello Coello:
Collaborative and Adaptive Strategies of Different Scalarizing Functions in MOEA/D. 1-8 - Garrison W. Greenwood, Daniel A. Ashlock:
On the Evolution of Fairness in N-player Ultimatum Games. 1-6 - Pedro H. L. Silva, Eduardo Luz, Luiz A. Zanlorensi, David Menotti, Gladston Moreira:
Multimodal Feature Level Fusion based on Particle Swarm Optimization with Deep Transfer Learning. 1-8 - Ning Xue, Dario Landa-Silva, Isaac Triguero, Grazziela P. Figueredo:
A Genetic Algorithm With Composite Chromosome for Shift Assignment of Part-time Employees. 1-8 - Victor Cunha, Luciana S. Pessoa, Marley M. B. R. Vellasco, Ricardo Tanscheit, Marco Aurélio Cavalcanti Pacheco:
A Biased Random-Key Genetic Algorithm for the Rescue Unit Allocation and Scheduling Problem. 1-6 - Faisal Waris, Robert G. Reynolds:
Optimizing AI Pipelines: A Game-Theoretic Cultural Algorithms Approach. 1-10 - Ricardo Nieto-Fuentes, Carlos Segura, Sergio Ivvan Valdez:
A Guided Local Search Approach for the Travelling Thief Problem. 1-8 - José L. Rueda, István Erlich:
Hybrid Population Based MVMO for Solving CEC 2018 Test Bed of Single-Objective Problems. 1-8 - Mahdi Bidar, Malek Mouhoub, Samira Sadaoui:
Discrete Firefly Algorithm: A New Metaheuristic Approach for Solving Constraint Satisfaction Problems. 1-8 - Jorge C. Nascimento, Danilo R. B. Araujo, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho:
Manyobjective Optimization to Design Physical Topology of Optical Networks with Undefined Node Locations. 1-7 - David Kubon, Petr Gregor:
Quest for Good Spanners of Hypercubes. 1-8 - Flávio A. A. Motta, Joao Marcos de Freitas, Felipe Rafael de Souza, Heder S. Bernardino, Itamar Leite de Oliveira, Helio J. C. Barbosa:
A Hybrid Grammar-Based Genetic Programming for Symbolic Regression Problems. 1-8 - Jeisson Prieto, Elizabeth León, Max H. Garzon:
Self-adaptive Evolutionary Algorithm for DNA Codeword Design. 1-8 - Hikmat Dashdamirov, Sebastián Basterrech, Pavel Krömer:
A Nature-inspired System for Mental State Recognition. 1-8 - Tiago Machado, Daniel Gopstein, Andy Nealen, Oded Nov, Julian Togelius:
AI-Assisted Game Debugging with Cicero. 1-8 - Dingnan Liu, Shijia Huang, Jinghui Zhong:
Surrogate-Assisted Multi-Tasking Memetic Algorithm. 1-8 - David C. Reid, Abir Jaafar Hussain, Hissam Tawfik, Rozaida Ghazali, Dhiya Al-Jumeily:
Forecasting Natural Events Using Axonal Delay. 1-6 - Daqing Yi, Kevin D. Seppi, Michael A. Goodrich:
Understanding Particle Swarm Optimization: A Component-Decomposition Perspective. 1-8 - Tulio P. Vieira, Paulo E. M. de Almeida, Magali R. G. Meireles, Marcone Jamilson Freitas Souza:
Use of Computational Intelligence for Scheduling of Pumps in Water Distribution Systems: a comparison between optimization algorithms. 1-8 - Victor Oliveira Costa, Cesar Ramos Rodrigues:
Hierarchical Ant Colony for Simultaneous Classifier Selection and Hyperparameter Optimization. 1-8 - Pavel Krömer, Jana Nowaková:
Guided Genetic Algorithm for Information Diffusion Problems. 1-8 - Leticia Hernando, Alexander Mendiburu, José Antonio Lozano:
Hill-Climbing Algorithm: Let's Go for a Walk Before Finding the Optimum. 1-7 - Mahdi Bidar, Hamidreza Rashidy Kanan, Malek Mouhoub, Samira Sadaoui:
Mushroom Reproduction Optimization (MRO): A Novel Nature-Inspired Evolutionary Algorithm. 1-10 - Andre Luiz Braga, Ronaldo Ribeiro Goldschmidt, Paulo Fernando Ferreira Rosa:
Morphogenesis-Based Multidimensional Shape Formation of Swarms. 1-8 - Sugandha Dumka, Smiti Maheshwari, Rahul Kala:
Decentralized Multi-Robot Mission Planning Using Evolutionary Computation. 1-8 - Rudson Francisco Da Silva Mendes, Rafael de Santiago, Luís C. Lamb:
Novel Parallel Anytime A* for Graph and Network Clustering. 1-6 - Matheus Muller Pereira Da Silva, Camila S. De Magalhães:
Can Simple GAs Solve Beehive Hidato Logic Puzzles? The Influence of Diversity Preservation and Genetic Operators. 1-8 - Alfredo Núñez, Ali Jamshidi, Hongrui Wang, Jurjen Hendriks, Iván Ramírez, Jan Moraal, Rolf P. B. J. Dollevoet, Zili Li:
A Condition-Based Maintenance Methodology for Rails in Regional Railway Networks Using Evolutionary Multiobjective Optimization. 1-7 - Benjamin Lacroix, John A. W. McCall, Jérôme Lonchampt:
Iterated Racing Algorithm for Simulation-Optimisation of Maintenance Planning. 1-7 - Tengfei Li, Jinlong Li:
Using Modified Determinantal Point Process Sampling to Update Population. 1-7 - Gabriel Mendonaa de Paiva, Sergio Pires Pimentel, Sonia Leva, Marco Mussetta:
Intelligent Approach to Improve Genetic Programming Based Intra-Day Solar Forecasting Models. 1-8 - Leonardo Ramos Rodrigues, João Paulo Pordeus Gomes, Ajalmar R. da Rocha Neto, Amauri H. de Souza:
A Modified Symbiotic Organisms Search Algorithm Applied to Flow Shop Scheduling Problems. 1-7 - Raquel Gomes G. Farias, Camila S. De Magalhães:
Parent Selection Strategies in Niching Genetic Algorithms. 1-8 - Md. Maruf Hussain, Noriyuki Fujimoto:
Parallel Multi-Objective Particle Swarm Optimization for Large Swarm and High Dimensional Problems. 1-10 - Yue-he Zhu, Yazhong Luo, Wen Yao:
Fast Accessibility Evaluation of the Main-Belt Asteroids Manned Exploration Mission Based on a Learning Method. 1-8 - Sérgio Manuel Serra da Cruz, Anderson de Oliveira, Fabrício Firmino de Faria:
Evolutionary Scientific Workflows. 1-8 - Wenyuan Yang, Yuning Chen, Renjie He, Zhongxiang Chang, Yingwu Chen:
The Bi-objective Active-Scan Agile Earth Observation Satellite Scheduling Problem: Modeling and Solution Approach. 1-6 - André G. Santos, Jonatas B. C. Chagas:
The Thief Orienteering Problem: Formulation and Heuristic Approaches. 1-9 - Carolina Gil Marcelino, Paulo E. M. de Almeida, Carlos Eduardo Pedreira, Leonel M. Carvalho, Elizabeth F. Wanner:
Applying C-DEEPSO to Solve Large Scale Global Optimization Problems. 1-6 - Tarcísio Lucas, Renato Vimieiro, Teresa Bernarda Ludermir:
SSDP+: A Diverse and More Informative Subgroup Discovery Approach for High Dimensional Data. 1-8 - Leonardo Henrique Moreira, Célia Ghedini Ralha:
A Multi-agent Planning Model Applied to Teamwork Management. 1-8 - Elaine Guerrero-Pena, Aluízio F. R. Araújo:
Multi-Objective Evolutionary Algorithm with Gaussian Process Regression. 1-8 - Thiago F. Covoes, Eduardo R. Hruschka:
Classification with Multi-Modal Classes Using Evolutionary Algorithms and Constrained Clustering. 1-8 - Nguyen Quoc Tuan, Ta Duy Hoang, Huynh Thi Thanh Binh:
A Guided Differential Evolutionary Multi-Tasking with Powell Search Method for Solving Multi-Objective Continuous Optimization. 1-8 - Pratyusha Rakshit, Sriparna Saha, Amit Konar, Atulya K. Nagar:
Evolutionary Approach to Straight Line Approximation for Image Matching in Dance-Posture Recognition. 1-8 - Amirhessam Tahmassebi, Amir H. Gandomi, Anke Meyer-Baese:
An Evolutionary Online Framework for MOOC Performance Using EEG Data. 1-8 - Leonardo de Lima Correa, Márcio Dorn:
A Knowledge-Based Artificial Bee Colony Algorithm for the 3-D Protein Structure Prediction Problem. 1-8 - Luiz Mario Lustosa Pascoal, Hugo Alexandre Dantas do Nascimento, Celso G. Camilo-Junior, Edjalma Queiroz da Silva, Everton Lima Aleixo, Thierson Couto Rosa:
Using Social Information to Compose a Similarity Function Based on Friends Attendance at Events. 1-8 - Sheir Yarkoni, Aske Plaat, Thomas Bäck:
First Results Solving Arbitrarily Structured Maximum Independent Set Problems Using Quantum Annealing. 1-6 - Peng Hou, Guangya Yang, Weihao Hu, Cong Chen, Mohsen Soltani, Zhe Chen:
Cable Connection Scheme Optimization for Offshore Wind Farm Considering Wake Effect. 1-8 - Marco Baioletti, Alfredo Milani, Valentino Santucci:
Algebraic Crossover Operators for Permutations. 1-8 - Simon M. Lucas, Jialin Liu, Diego Pérez-Liébana:
The N-Tuple Bandit Evolutionary Algorithm for Game Agent Optimisation. 1-9 - David Lynch, David Fagan, Stepán Kucera, Holger Claussen, Michael O'Neill:
Managing Quality of Service Through Intelligent Scheduling in Heterogeneous Wireless Communications Networks. 1-8 - Liqiang Hou, Zhaohui Hou, Hong Ma, Yue Yang:
Optimal Multi-Gravity-Assist Trajectories Design with Likelihood Analysis. 1-8 - Marco S. Nobile, Andrea Tangherloni, Leonardo Rundo, Simone Spolaor, Daniela Besozzi, Giancarlo Mauri, Paolo Cazzaniga:
Computational Intelligence for Parameter Estimation of Biochemical Systems. 1-8 - Filipe Assunção, David Sereno, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro:
Automatic Evolution of AutoEncoders for Compressed Representations. 1-8 - Takfarinas Saber, Florian Delavernhe, Mike Papadakis, Michael O'Neill, Anthony Ventresque:
A Hybrid Algorithm for Multi-Objective Test Case Selection. 1-8 - Ahmed J. Aljaaf, Dhiya Al-Jumeily, Hussein M. Haglan, Mohamed Alloghani, Thar Baker, Abir Jaafar Hussain, Jamila Mustafina:
Early Prediction of Chronic Kidney Disease Using Machine Learning Supported by Predictive Analytics. 1-9 - Luis Enrique Contreras-Varela, Efrén Mezura-Montes:
A Diversity Promotion Study in Constrained Optimizations. 1-8 - Mikel Galar, Isaac Triguero, Humberto Bustince, Francisco Herrera:
A Preliminary Study of the Feasibility of Global Evolutionary Feature Selection for Big Datasets under Apache Spark. 1-8 - Miguel Leon, Ning Xiong:
Enhancing Adaptive Differential Evolution Algorithms with Rank-Based Mutation Adaptation. 1-7 - Ahmed Hassan, Nelishia Pillay:
An Improved Meta-Genetic Algorithm for Hybridizing Metaheuristics. 1-8 - Tianpeng Zhang, Kwok Yip Szeto:
Optimal Resource Allocation of Communicating Multi-Agent System Using Genetic Algorithm. 1-6 - Jia Guo, Yuji Sato:
A Dynamic Reconstruction Bare Bones Particle Swarm Optimization Algorithm. 1-6 - Felipe O. Mota, Vinicius Almeida, Elizabeth F. Wanner, Gladston Moreira:
Hybrid PSO Algorithm with Iterated Local Search Operator for Equality Constraints Problems. 1-6 - Guo Yu, Yaochu Jin, Markus Olhofer:
A Method for a Posteriori Identification of Knee Points Based on Solution Density. 1-8 - Shijia Li, Sibo Feng, Ping Guo, Qian Yin:
A Hierarchical Model with Pseudoinverse Learning Algorithm Optimazation for Pulsar Candidate Selection. 1-6 - Aritz Pérez, Josu Ceberio, José Antonio Lozano:
Are the Artificially Generated Instances Uniform in Terms of Difficulty? 1-8 - Rafaela Priscila Cruz Moreira, Elizabeth F. Wanner, Flávio V. C. Martins, João F. M. Sarubbi:
An Evolutionary Mono-Objective Approach for Solving the Menu Planning Problem. 1-8 - Ivan Reinaldo Meneghini, Roozbeh Haghnazar Koochaksaraei, Frederico G. Guimarães, António Gaspar-Cunha:
Information to the Eye of the Beholder: Data Visualization for Many-Objective Optimization. 1-8 - Gregorio Kappaun Rocha, Karina B. dos Santos, Jaqueline S. Angelo, Fábio L. Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne:
Inserting Co-Evolution Information from Contact Maps into a Multiobjective Genetic Algorithm for Protein Structure Prediction. 1-8 - Filipe Alves Neto Verri, Renato Tinós, Liang Zhao:
Feature Learning in Feature-Sample Networks Using Multi-Objective Optimization. 1-6 - Mariana Mendes Guimaraes, Flávio Vinícius Cruzeiro Martins:
A Multiobjective Approach Applying in a Brazilian Emergency Medical Service. 1-8 - Ala S. Al Kafri, Sud Sudirman, Abir Jaafar Hussain, Dhiya Al-Jumeily, Paul Fergus, Friska Natalia, Hira Meidia, Nunik Afriliana, Ali Sophian, Mohammed Al-Jumaily, Wasfi Al-Rashdan, Mohammad Bashtawi:
Segmentation of Lumbar Spine MRI Images for Stenosis Detection Using Patch-Based Pixel Classification Neural Network. 1-8 - Partha P. Biswas, Ponnuthurai N. Suganthan, Gehan A. J. Amaratunga:
Distribution Network Reconfiguration Together with Distributed Generator and Shunt Capacitor Allocation for Loss Minimization. 1-7 - Zaid Abdi Alkareem Alyasseri, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, João P. Papa, Osama Ahmad Alomari:
EEG-based Person Authentication Using Multi-objective Flower Pollination Algorithm. 1-8 - Glauber Botelho, Leonardo Bezerra, Andre Britto, Leila Silva:
A Many-Objective Estimation Distributed Algorithm Applied to Search Based Software Refactoring. 1-8 - Francesco Grimaccia, Marco Mussetta, Alessandro Niccolai, Riccardo Enrico Zich:
Comparison of Binary Evolutionary Algorithms for Optimization of Thinned Array Antennas. 1-8 - Ting-Chen Wang, Chuan-Kang Ting:
Fitness Inheritance Assisted MOEA/D-CMAES for Complex Multi-Objective Optimization Problems. 1-8 - Israel Cruz-Vega, Jose de Jesus Rangel-Magdaleno, Juan Manuel Ramírez-Cortés:
Surrogate Model Management in Genetic Algorithms with Fuzzy Controllers. 1-8 - Karam M. Sallam, Saber M. Elsayed, Ruhul A. Sarker, Daryl Essam:
Landscape-Based Differential Evolution for Constrained Optimization Problems. 1-8 - Guilherme Ribeiroda Silva, Márcio P. Basgalupp, Ana Carolina Lorena:
Automatic Design of Evolutionary Algorithms Based on Entropy Triggers. 1-8 - Vivian Suzano Medeiros, Alan Conci Kubrusly, Marcelo Roberto Jimenez, Miguel de A. Freitas, Jean Pierre von der Weid:
Application of Genetic Algorithms to Identify Ultrasonic Echoes for Thickness Measurements. 1-8 - Hisao Ishibuchi, Ryo Imada, Naoki Masuyama, Yusuke Nojima:
Dynamic Specification of a Reference Point for Hypervolume Calculation in SMS-EMOA. 1-8 - Mohammed Khalaf, Abir Jaafar Hussain, Dhiya Al-Jumeily, Thar Baker, Robert Keight, Paulo Lisboa, Paul Fergus, Ala S. Al Kafri:
A Data Science Methodology Based on Machine Learning Algorithms for Flood Severity Prediction. 1-8 - William Higino, Antonio Augusto Chaves, Vinícius Veloso de Melo:
Biased Random-Key Genetic Algorithm Applied to the Vehicle Routing Problem with Private Fleet and Common Carrier. 1-8 - Johnathan M. Melo Neto, Heder S. Bernardino, Helio J. C. Barbosa:
Hybridization of Cartesian Genetic Programming and Differential Evolution for Generating Classifiers Based on Neural Networks. 1-8 - Bingxin Xu, Ping Guo:
Pseudoinverse Learning Algorithom for Fast Sparse Autoencoder Training. 1-6 - Geng Zhang, Yuhui Shi:
Hybrid Sampling Evolution Strategy for Solving Single Objective Bound Constrained Problems. 1-7 - Natasa K. Orphanidou, Abir Hussain, Robert Keight, Paulo Lisboa, Jade Hind, Haya Al-Askar:
Predicting Freezing of Gait in Parkinsons Disease Patients Using Machine Learning. 1-8 - Jeff A. Maynard, Alvaro Talavera, Leonardo Forero, Marco Aurélio Cavalcanti Pacheco:
Estimating the Geological Properties in Oil Reservoirs Through Multi-Gene Genetic Programming. 1-5 - Ying Bi, Mengjie Zhang, Bing Xue:
Genetic Programming for Automatic Global and Local Feature Extraction to Image Classification. 1-8 - Huynh Thi Thanh Binh, Pham Dinh Thanh, Tran Ba Trung, Le Phuong Thao:
Effective Multifactorial Evolutionary Algorithm for Solving the Cluster Shortest Path Tree Problem. 1-8 - Grant T. Daly, Ryan Benton, Tom Johnsten:
A Multi-Objective Evolutionary Action Rule Mining Method. 1-8 - Kenya Jin'no:
Nonlinear Map Optimization. 1-7 - Jing Liang, X. P. Zhu, Caitong Yue, Zhihui Li, Bo-Yang Qu:
Performance Analysis on Knee Point Selection Methods for Multi-Objective Sparse Optimization Problems. 1-8 - Ismail M. Ali, Daryl Essam, Kathryn Kasmarik:
An Efficient Differential Evolution Algorithm for Solving 0-1 Knapsack Problems. 1-8 - Gianluca Filippi, Mariapia Marchi, Massimiliano Vasile, Paolo Vercesi:
Evidence-Based Robust Optimisation of Space Systems with Evidence Network Models. 1-8 - Heder S. Bernardino, Helio J. C. Barbosa, Jaqueline S. Angelo:
Differential Evolution with Adaptive Penalty and Tournament Selection for Optimization Including Linear Equality Constraints. 1-8 - Marie-Liesse Cauwet, Olivier Teytaud:
Surprising Strategies Obtained by Stochastic Optimization in Partially Observable Games. 1-8 - Amin Majd, Adnan Ashraf, Elena Troubitsyna, Masoud Daneshtalab:
Using Optimization, Learning, and Drone Reflexes to Maximize Safety of Swarms of Drones. 1-8 - Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen:
An Experimental Study on Hyper-parameter Optimization for Stacked Auto-Encoders. 1-8 - Mathew Curtis, Andrew Lewis:
Back to nature: improving MOPSO inspired by the behaviour of starlings. 1-7 - Jose Nunes Rodrigues de Assis, Thiago Melo Machado-Coelho, Gustavo Luís Soares, Marcus Henrique Soares Mendes:
Robust Evolutionary Optimization Algorithm for Multi-Objective Environmental/Economic Dispatch Problem with Uncertainties. 1-6 - Daniel Molina, Antonio LaTorre:
Toolkit for the Automatic Comparison of Optimizers: Comparing Large-Scale Global Optimizers Made Easy. 1-8 - Rodrigo Lisbôa Pereira, Marco Antônio Florenzano Mollinetti, Mario Tasso Ribeiro Serra Neto, Adilson de Almeida Neto, Daniel Leal Souza, Edson Koiti Kudo Yasojima, Otávio Noura Teixeira, Roberto Célio Limão de Oliveira:
Parametric Analysis of Iterated Game Environments as Social Interaction Model for Genetic Algorithm to Solve Constrained Engineering Problems. 1-8 - Sushil J. Louis, Siming Liu:
Multi-Objective Evolution for 3D RTS Micro. 1-8 - Eduardo Corrêa Gonçalves, Alex Alves Freitas, Alexandre Plastino:
A Survey of Genetic Algorithms for Multi-Label Classification. 1-8 - Eva Tuba, Ivana Strumberger, Dejan Zivkovic, Nebojsa Bacanin, Milan Tuba:
Mobile Robot Path Planning by Improved Brain Storm Optimization Algorithm. 1-8 - Richard A. Gonçalves, Carolina Paula de Almeida, Ricardo Lüders, Myriam Regattieri Delgado:
A New Hyper-Heuristic Based on a Contextual Multi-Armed Bandit for Many-Objective Optimization. 1-8 - Xiu Cheng, Will N. Browne, Mengjie Zhang:
Decomposition Based Multi-Objective Evolutionary Algorithm in XCS for Multi-Objective Reinforcement Learning. 1-8 - Noe Elisa, Longzhi Yang, Nitin Naik:
Dendritic Cell Algorithm with Optimised Parameters Using Genetic Algorithm. 1-8 - Benjamin P. Evans, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
Evolutionary Deep Learning: A Genetic Programming Approach to Image Classification. 1-6 - A. T. M. Golam Bari, Alessio Gaspar, R. Paul Wiegand, Anthony Bucci:
Selection Methods to Relax Strict Acceptance Condition in Test-Based Coevolution. 1-8 - Wen Yao, Zhengyang Ma, Yazhong Luo, Xiaoqian Chen, Longqi Yang:
Satellite Lifetime Optimization Based on Discrete Cross Entropy Method. 1-8 - Tiago Paulinelli Ferreira, Luciana Faletti Almeida, Juan Guillermo Lazo Lazo:
Optimization of the Water Alternating Gas Injection Strategy in an Oil Reservoir Using Evolutionary Algorithms. 1-8 - Hugo Siqueira, Elliackin M. N. Figueiredo, Mariana Macedo, Clodomir J. Santana Jr., Pedro B. Santos, Carmelo J. A. Bastos Filho, Anu A. Gokhale:
Double-Swarm Binary Particle Swarm Optimization. 1-8 - Pedro Henriquede Oliveira Santos, Gustavo Luís Soares, Thiago Melo Machado-Coelho, Bernardo Augusto Godinho de Oliveira, Petr Yakovlevitch Ekel, Flávia Magalhães Freitas Ferreira, Carlos Augusto Paiva da Silva Martins:
Multi-Objective Genetic Algorithm Implemented on a STM32F Microcontroller. 1-7 - Feiyu Zhang, Yuning Chen, Yingwu Chen:
Evolving Constructive Heuristics for Agile Earth Observing Satellite Scheduling Problem with Genetic Programming. 1-7 - Simone A. Ludwig:
Genetic Algorithm Based Kalman Filter Adaptation Algorithm for Magnetic and Inertial Measurement Unit. 1-7 - Zixu Liu, Xiao-Jun Zeng, Zhi-Le Yang:
Demand Based Bidding Strategies Under Interval Demand for Integrated Demand and Supply Management. 1-8 - Alejandro Rodríguez-Molina, Miguel Gabriel Villarreal-Cervantes, Mario Aldape-Pérez:
Adaptive Control for the Four-Bar Linkage Mechanism Based on Differential Evolution. 1-7 - Zhun Fan, Yi Fang, Wenji Li, Yutong Yuan, Zhaojun Wang, Xinchao Bian:
LSHADE44 with an Improved $\epsilon$ Constraint-Handling Method for Solving Constrained Single-Objective Optimization Problems. 1-8 - Eid Albalawi, Parimala Thulasiraman, Ruppa K. Thulasiram:
A Modified Genetic Learning PSO for Task Matching in Grid Environment. 1-8 - Shelvin Chand, Hemant Kumar Singh, Tapabrata Ray:
Team Selection Using Multi-/Many-Objective Optimization with Integer Linear Programming. 1-8 - Ali Hebbal, Loïc Brevault, Mathieu Balesdent, Ei-Ghazali Taibi, Nouredine Melab:
Efficient Global Optimization Using Deep Gaussian Processes. 1-8 - Pedro Henrique González, Julliany Brandao:
A Biased Random Key Genetic Algorithm to Solve the Transmission Expansion Planning Problem with Re-design. 1-7 - Sumit Mishra, Carlos A. Coello Coello:
P-ENS: Parallelism in Efficient Non-Dominated Sorting. 1-8 - Yuefeng Lin, Wenli Du:
A Two-Level Optimization Framework for Cyclic Scheduling of Ethylene Cracking Furnace System. 1-8 - Michael Hellwig, Hans-Georg Beyer:
A Matrix Adaptation Evolution Strategy for Constrained Real-Parameter Optimization. 1-8 - Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França:
Lightweight Symbolic Regression with the Interaction - Transformation Representation. 1-8 - Rahul Kala, Abeer Khan, D. Diksha, S. Shelly, Surabhi Sinha:
Evolutionary Mission Planning. 1-8 - Stefan Forstenlechner, David Fagan, Miguel Nicolau, Michael O'Neill:
Towards Understanding and Refining the General Program Synthesis Benchmark Suite with Genetic Programming. 1-6 - Adnan Amin, Babar Shah, Asad Masood Khattak, Thar Baker, Hamood ur Rahman Durani, Sajid Anwar:
Just-in-time Customer Churn Prediction: With and Without Data Transformation. 1-6 - Rodrigo Francisquini, Mariá C. V. Nascimento, Márcio P. Basgalupp:
NGA-LP: A Robust and Improved Genetic Algorithm to Detect Communities in Directed Networks. 1-8 - Hao Wang, Michael Emmerich, Thomas Bäck:
Cooling Strategies for the Moment-Generating Function in Bayesian Global Optimization. 1-8 - Victor Henrique Alves Ribeiro, Gilberto Reynoso-Meza:
Multi-objective PID Controller Tuning for an Industrial Gasifier. 1-6 - Tiago Peres França, Luiz G. A. Martins, Gina M. B. Oliveira:
MACO/NDS: Many-objective Ant Colony Optimization based on Non-Dominated Sets. 1-8 - Henry E. L. Cagnini, Márcio Porto Basgalupp, Rodrigo C. Barros:
Increasing Boosting Effectiveness with Estimation of Distribution Algorithms. 1-8 - Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy, Ivan Zelinka:
Chaos Driven PSO with Attractive Search Space Border Points. 1-6 - Alberto Cano, Bartosz Krawczyk:
Learning Classification Rules with Differential Evolution for High-Speed Data Stream Mining on GPU s. 1-8 - Andrzej Lapinski, Bartosz Krawczyk, Pawel Ksieniewicz, Michal Wozniak:
An Empirical Insight Into Concept Drift Detectors Ensemble Strategies. 1-8 - Daniel A. Ashlock, Eun-Youn Kim:
Two Population Studies of Evolving Game Playing Agents. 1-8 - Gonzalo A. Ruz, Eric Goles, Sylvain Sené:
Reconstruction of Boolean Regulatory Models of Flower Development Exploiting an Evolution Strategy. 1-8 - Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean:
A Hybrid Differential Evolution Algorithm for Real World Problems. 1-7 - Tobias Rodemann:
A Many-Objective Configuration Optimization for Building Energy Management. 1-8 - Charles Neau, Olivier Regnier-Coudert, John A. W. McCall:
An Analysis of Indirect Optimisation Strategies for Scheduling. 1-8 - Lucas A. da Silveira, José Luis Soncco-Álvarez, Thaynara A. de Lima, Mauricio Ayala-Rincón:
Parallel Multi-Island Genetic Algotirth for Sorting Unsigned Genomes by Reversals. 1-8 - Xianqi Chen, Wen Yao, Yong Zhao, Xiaoqian Chen, Jun Zhang, Yazhong Luo:
The Hybrid Algorithms Based on Differential Evolution for Satellite Layout Optimization Design. 1-8 - Marcella S. R. Martins, Mohamed El Yafrani, Roberto Santana, Myriam Regattieri Delgado, Ricardo Lüders, Belaïd Ahiod:
On the Performance of Multi-Objective Estimation of Distribution Algorithms for Combinatorial Problems. 1-8 - Tao Ling, Zhi-Hui Zhan, Yong-Xing Wang, Zi-Jia Wang, Wei-jie Yu, Jun Zhang:
Competitive Swarm Optimizer with Dynamic Grouping for Large Scale Optimization. 2655-2660 - Gary Greenfield:
Interleaved Cellular Automata, Evolved Artwork and Packing Problems. 1-7 - Aneta Neumann, Frank Neumann:
On the Use of Colour-Based Segmentation in Evolutionary Image Composition. 1-8 - Damien O'Neill, Andrew Lensen, Bing Xue, Mengjie Zhang:
Particle Swarm Optimisation for Feature Selection and Weighting in High-Dimensional Clustering. 1-8 - Rodrigo Clemente Thom de Souza, Leandro dos Santos Coelho, Camila Andrade de Macedo, Juliano Pierezan:
A V-Shaped Binary Crow Search Algorithm for Feature Selection. 1-8 - Zhichao Lu, Kalyanmoy Deb, Hemant K. Singh:
Balancing Survival of Feasible and Infeasible Solutions in Constraint Evolutionary Optimization Algorithms. 1-8 - Vladimir Stanovov, Shakhnaz Akhmedova, Eugene Semenkin:
LSHADE Algorithm with Rank-Based Selective Pressure Strategy for Solving CEC 2017 Benchmark Problems. 1-8 - Danilo Souza da Cunha, Leandro Nunes de Castro:
Evolutionary and Immune Algorithms Applied to Association Rule Mining in Static and Stream Data. 1-8 - Nadiya Shvai, Antoine Meicler, Abul Hasnat, Edouard Machover, Paul Maarek, Stephane Loquet, Amir Nakib:
Optimal Ensemble Classifiers Based Classification for Automatic Vehicle Type Recognition. 1-8 - Xuehan Wang, Yuping Wang, Xiaoli Wang:
A Multi-Installment Scheduling Optimization Model Considering Processor Order. 1-6 - Bruno César dos Santos, Cristiane Neri Nobre, Luis Enrique Zárate:
Multi-Objective Genetic Algorithm for Feature Selection in a Protein Function Prediction Context. 1-6 - J. C. Castaneda-Alonso, Carlos Andrés Sierra, T. A. Rodriguez, Jonatan Gómez Perdomo:
Computational Strategy to Predict Possible Protein Function Using an Evolutionary Algorithm Implement in SIFTER Tool. 1-7 - Yi Mei, Mengjie Zhang:
Genetic Programming Hyper-Heuristic for Stochastic Team Orienteering Problem with Time Windows. 1-8 - Chao Han, Pengbin Yang, Xiaohui Wang, Shenggang Liu:
A Fast Computation Method for the Satellite-to-Site Visibility. 1-8 - Paulo R. M. Paiva, Marley M. B. R. Vellasco, José F. M. do Amaral:
Quantum-Inspired Optimization of Echo State Networks Applied to System Identification. 1-8 - Daniel A. Ashlock, Joseph Alexander Brown, Lolita Sultanaeva:
Exploiting Fertility to Enable Automatic Content Generation to Ameliorate User Fatigue in Interactive Evolutionary Computation. 1-7 - Amirhessam Tahmassebi, Amir H. Gandomi, Anke Meyer-Baese:
A Pareto Front Based Evolutionary Model for Airfoil Self-Noise Prediction. 1-8 - Péricles B. C. Miranda, Romero F. A. B. de Morais, Ricardo M. A. Silva:
Using a Many-Objective Optimization Algorithm to Select Sampling Approaches for Imbalanced Datasets. 1-7 - Augusto Lopez Dantas, Aurora Trinidad Ramirez Pozo:
A Meta-Learning Algorithm Selection Approach for the Quadratic Assignment Problem. 1-8 - Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba:
Bare Bones Fireworks Algorithm for the RFID Network Planning Problem. 1-8 - Arka Ghosh, Rammohan Mallipeddi, Swagatam Das, Asit Kumar Das:
A Switched Parameter Differential Evolution with Multi-donor Mutation and Annealing Based Local Search for Optimization of Lennard-Jones Atomic Clusters. 1-8 - Haoran Luo, Weidi Xu, Ying Tan:
A Discrete Fireworks Algorithm for Solving Large-Scale Travel Salesman Problem. 1-8 - Mateusz Polnik, Annalisa Riccardi:
Indexing Discrete Sets in a Label Setting Algorithm for Solving the Elementary Shortest Path Problem with Resource Constraints. 1-8
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