Publications

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Number of publications matching the search criterion: 29

Doctoral Thesis (1)

Improving Differential Evolution with Adaptive and Local Search Methods (Dec 2019)
Miguel Leon Ortiz

Licentiate Thesis (2)

Enhancing Differential Evolution Algorithm for Solving continuous Optimization Problems (Dec 2016)
Miguel Leon Ortiz

Enhancing differential evolution algorithm for solving continuous optimisation problems (Dec 2016)
Miguel Leon Ortiz

Book chapter (1)

Adaptive Differential Evolution Supports Automatic Model Calibration in Furnace Optimized Control System (Jan 2017)
Miguel Leon Ortiz, Magnus Evestedt , Ning Xiong
Computational Intelligence (CI)

Journal article (7)

Time-resolved estimation of strength of Motor Imagery representation by multivariate EEG decoding (Dec 2020)
Jonatan Tidare, Miguel Leon Ortiz, Elaine Åstrand
Journal of Neural Engineering (J. Neural Eng.)

The genetic algorithm census transform: evaluation of census windows of different size and level of sparseness through hardware in-the-loop training (Jul 2020)
Carl Ahlberg, Miguel Leon Ortiz, Fredrik Ekstrand, Mikael Ekström
Open Access Journal of Real-Time Image Processing (J RT Image Proc)

Adaptive differential evolution with a new joint parameter adaptation method (Jul 2020)
Miguel Leon Ortiz, Ning Xiong
Soft Computing (SC20)

A Novel Memetic Framework for Enhancing Differential Evolution Algorithms via Combination with Alopex Local Search (Aug 2019)
Miguel Leon Ortiz, Ning Xiong, Francisco Herrera , Daniel Molina
International Journal of Computational Intelligence Systems (IJCIS19)

Adapting differential evolution algorithms for continuous optimization via greedy adjustment of control parameters (Jul 2016)
Miguel Leon Ortiz, Ning Xiong
Journal of Artificial Intelligence and Soft Computing Research, 2016 (JAISCR-16)

Differential evolution enhanced with eager random search for solving real-parameter optimization problems (Dec 2015)
Miguel Leon Ortiz, Ning Xiong
International Journal of Advanced Research in Artificial Intelligence, 2015 (IJARAI-15)

A walk into metaheuristics for engineering optimization: principles, methods and recent trends (Jun 2015)
Ning Xiong, Daniel Molina , Miguel Leon Ortiz, Francisco Herrera
International Journal of Computational Intelligence Systems, 2015 (IJCIS-15)

Conference/Workshop Paper (18)

Using NLP tools to detect ambiguities in system requirements - A comparison study (Mar 2022)
Aleksandar Bajceta, Miguel Leon Ortiz, Wasif Afzal, Pernilla Lindberg , Markus Bohlin
5th Workshop on Natural Language Processing for Requirements Engineering @ REFSQ (NLP4RE)

Impact of NSGA-II objectives on EEG feature selection related to motor imagery (Jan 2020)
Miguel Leon Ortiz, Christoffer Parkkila, Jonatan Tidare, Ning Xiong, Elaine Åstrand
Genetic and Evolutionary Computation Conference (GECCO 2020)

A Deep Neural Network Model for Music Genre Recognition (Jul 2019)
Martin Suero, Carsten Paul Gassen, Dimitrije Mitic, Ning Xiong, Miguel Leon Ortiz
International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD19)

Feature Selection of EEG Oscillatory Activity Related to Motor Imagery Using a Hierarchical Genetic Algorithm (Jun 2019)
Miguel Leon Ortiz, Joaquin Ballesteros, Jonatan Tidare, Ning Xiong, Elaine Åstrand
IEEE Congress on Evolutionary Computation (IEEE CEC'19)

Discriminating EEG spectral power related to mental imagery of closing and opening of hand (Mar 2019)
Jonatan Tidare, Miguel Leon Ortiz, Ning Xiong, Elaine Åstrand
THe 9th International IEEE EMBS Conference of Neural Engineering (IEEE NER'19)

Unbounded Sparse Census Transform using Genetic Algorithm (Jan 2019)
Carl Ahlberg, Miguel Leon Ortiz, Fredrik Ekstrand, Mikael Ekström
WACV 2019 - IEEE Winter Conference on Applications of Computer Vision (WACV'19)

Enhancing Adaptive Differential Evolution Algorithms with Rank-Based Mutation Adaptation (Jul 2018)
Miguel Leon Ortiz, Ning Xiong
IEEE Congress on Evolutionary Computation (IEEE CEC'18)

MPADE: An Improved Adaptive Multi-Population Differential Evolution Algorithm Based on JADE (Jul 2018)
Javier Ramos , Miguel Leon Ortiz, Ning Xiong
IEEE Congress on Evolutionary Computation (IEEE CEC'18)

Alopex-Based Mutation Strategy in Differential Evolution (Jun 2017)
Miguel Leon Ortiz, Ning Xiong
IEEE Congress on Evolutionary Computation 2017 (IEEE CEC'17)

Designing Optimal Harmonic Filters in Power Systems Using Greedy Adaptive Differential Evolution (Sep 2016)
Miguel Leon Ortiz, Yigen Zenlander , Ning Xiong, Francisco Herrera
21st IEEE Conference on Emerging Technologies and Factory Automation (ETFA'16)

A new Differential Evolution Algorithm with Alopex-based Local Search (Jun 2016)
Miguel Leon Ortiz, Ning Xiong
International conference in artificial intelligence and soft computing 2016 (ICAISC'16)

Differential evolution based on decomposition for solving multi-objective optimization problems (Feb 2016)
Ning Xiong, Miguel Leon Ortiz
International Conference on Agents and Artificial Intelligence 2016 (ICAART'16)

Application of adaptive differential evolution for model identification in furnace optimized control system (Nov 2015)
Miguel Leon Ortiz, Magnus Evestedt , Ning Xiong
International Conference on Evolutionary Computation Theory and Applications 2015 (ECTA'15)

Eager random search for differential evolution in continuous optimization (Sep 2015)
Miguel Leon Ortiz, Ning Xiong
17th Portuguese Conference on Artificial Intelligence 2015 (EPIA'15)

Greedy adaptation of control parameters in differential evolution for global optimization problems (May 2015)
Miguel Leon Ortiz, Ning Xiong
IEEE Conference on Evolutionary Computation 2015 (IEEE CEC'15)

Investigation of mutation strategies in differential evolution for solving global optimization problems (Jun 2014)
Miguel Leon Ortiz, Ning Xiong
13th International Conference on Artificial Intelligence and Soft Computing (ICAISC14)

Using Random Local Search Helps in Avoiding Local Optimum in Differential Evolution (Feb 2014)
Miguel Leon Ortiz, Ning Xiong
IASTED International Conference on Artificial Intrelligence and Applications (AIA 2014)

Principles and state-of-the-art of engineering optimization techniques (Oct 2013)
Ning Xiong, Miguel Leon Ortiz
The Seventh International Conference on Advanced Engineering Computing and Applications in Sciences, 2013 (ADVCOMP 2013)

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