The Differential Evolution Algorithm with a Fuzzy Logic Approach for Dynamic Parameter Adjustment Using Benchmark Functions

Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine - Studies in Computational Intelligence ◽

10.1007/978-3-030-34135-0_12 ◽

2019 ◽

pp. 169-179

Author(s):

Patricia Ochoa ◽

Oscar Castillo ◽

José Soria

Keyword(s):

Fuzzy Logic ◽

Differential Evolution ◽

Differential Evolution Algorithm ◽

Dynamic Parameter ◽

Parameter Adjustment ◽

Fuzzy Logic Approach ◽

Logic Approach ◽

Evolution Algorithm ◽

Dynamic Parameter Adjustment

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Differential Evolution Algorithm with Type-2 Fuzzy Logic for Dynamic Parameter Adaptation with Application to Intelligent Control

10.1007/978-3-030-62133-9 ◽

2021 ◽

Author(s):

Oscar Castillo ◽

Patricia Ochoa ◽

Jose Soria

Keyword(s):

Fuzzy Logic ◽

Differential Evolution ◽

Intelligent Control ◽

Differential Evolution Algorithm ◽

Dynamic Parameter ◽

Parameter Adaptation ◽

Evolution Algorithm

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Differential Evolution Algorithm Using a Dynamic Crossover Parameter with Fuzzy Logic Applied for the CEC 2015 Benchmark Functions

Communications in Computer and Information Science - Fuzzy Information Processing ◽

10.1007/978-3-319-95312-0_51 ◽

2018 ◽

pp. 580-591

Author(s):

Patricia Ochoa ◽

Oscar Castillo ◽

José Soria

Keyword(s):

Fuzzy Logic ◽

Differential Evolution ◽

Differential Evolution Algorithm ◽

Evolution Algorithm ◽

Crossover Parameter ◽

Dynamic Crossover

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A fuzzy logic control using a differential evolution algorithm aimed at modelling the financial market dynamics

Information Sciences ◽

10.1016/j.ins.2010.09.010 ◽

2011 ◽

Vol 181 (1) ◽

pp. 79-91 ◽

Author(s):

Nizar Hachicha ◽

Bassem Jarboui ◽

Patrick Siarry

Keyword(s):

Fuzzy Logic ◽

Differential Evolution ◽

Financial Market ◽

Fuzzy Logic Control ◽

Differential Evolution Algorithm ◽

Market Dynamics ◽

Logic Control ◽

Evolution Algorithm

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Differential evolution with improved elite archive mutation and dynamic parameter adjustment

Cluster Computing ◽

10.1007/s10586-018-2163-6 ◽

2018 ◽

Vol 22 (S4) ◽

pp. 9347-9356

Author(s):

Zengquan Lu ◽

Lilun Zhang ◽

Dezhi Wang

Keyword(s):

Differential Evolution ◽

Dynamic Parameter ◽

Parameter Adjustment ◽

Dynamic Parameter Adjustment

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Interval Type-2 fuzzy logic for dynamic parameter adjustment in the imperialist competitive algorithm

2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) ◽

10.1109/fuzz-ieee.2019.8858935 ◽

2019 ◽

Author(s):

Emer Bernal ◽

Oscar Castillo ◽

Jose Soria ◽

Fevrier Valdez

Keyword(s):

Fuzzy Logic ◽

Imperialist Competitive Algorithm ◽

Dynamic Parameter ◽

Parameter Adjustment ◽

Competitive Algorithm ◽

Dynamic Parameter Adjustment ◽

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Differential evolution with individual-dependent and dynamic parameter adjustment

Soft Computing ◽

10.1007/s00500-017-2626-3 ◽

2017 ◽

Vol 22 (17) ◽

pp. 5747-5773 ◽

Author(s):

Gaoji Sun ◽

Jin Peng ◽

Ruiqing Zhao

Keyword(s):

Differential Evolution ◽

Dynamic Parameter ◽

Parameter Adjustment ◽

Dynamic Parameter Adjustment

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A robust and adaptive fuzzy logic based differential evolution algorithm using population diversity tuning for multi-objective optimization

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2021.104240 ◽

2021 ◽

Vol 102 ◽

pp. 104240

Author(s):

Brindha S. ◽

Miruna Joe Amali S.

Keyword(s):

Fuzzy Logic ◽

Differential Evolution ◽

Differential Evolution Algorithm ◽

Population Diversity ◽

Multi Objective Optimization ◽

Adaptive Fuzzy ◽

Multi Objective ◽

Adaptive Fuzzy Logic ◽

Evolution Algorithm

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Differential Evolution Algorithm with Interval Type-2 Fuzzy Logic for the Optimization of the Mutation Parameter

Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications - Studies in Computational Intelligence ◽

10.1007/978-3-319-71008-2_5 ◽

2018 ◽

pp. 55-65 ◽

Author(s):

Patricia Ochoa ◽

Oscar Castillo ◽

José Soria

Keyword(s):

Fuzzy Logic ◽

Differential Evolution ◽

Differential Evolution Algorithm ◽

Evolution Algorithm ◽

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Comparison of Fuzzy Controller Optimization with Dynamic Parameter Adjustment Based on of Type-1 and Type-2 Fuzzy Logic

Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine - Studies in Computational Intelligence ◽

10.1007/978-3-030-34135-0_4 ◽

2019 ◽

pp. 47-56 ◽

Author(s):

Marylu L. Lagunes ◽

Oscar Castillo ◽

Fevrier Valdez ◽

Jose Soria

Keyword(s):

Fuzzy Logic ◽

Fuzzy Controller ◽

Dynamic Parameter ◽

Parameter Adjustment ◽

Dynamic Parameter Adjustment

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Comparative Study of Fuzzy Controller Optimization with Dynamic Parameter Adjustment Based on Type 1 and Type 2 Fuzzy Logic

Advances in Intelligent Systems and Computing - Fuzzy Techniques: Theory and Applications ◽

10.1007/978-3-030-21920-8_27 ◽

2019 ◽

pp. 296-305

Author(s):

Marylu L. Lagunes ◽

Oscar Castillo ◽

Fevrier Valdez ◽

Jose Soria

Keyword(s):

Fuzzy Logic ◽

Comparative Study ◽

Fuzzy Controller ◽

Dynamic Parameter ◽

Parameter Adjustment ◽

Dynamic Parameter Adjustment

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