Reducing bias and inefficiency in the selection algorithm
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
Incorporating heuristic information into genetic search
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
Algorithms for clustering data
Algorithms for clustering data
Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
Genetic programming (videotape): the movie
Genetic programming (videotape): the movie
An introduction to fuzzy control
An introduction to fuzzy control
Adaptive fuzzy systems and control: design and stability analysis
Adaptive fuzzy systems and control: design and stability analysis
Evolutionary algorithms in theory and practice: evolution strategies, evolutionary programming, genetic algorithms
Genetic algorithms + data structures = evolution programs (3rd ed.)
Genetic algorithms + data structures = evolution programs (3rd ed.)
Fuzzy sets, fuzzy logic, applications
Fuzzy sets, fuzzy logic, applications
On the combination of fuzzy logic and evolutionary computation: a short review and bibliography
Fuzzy evolutionary computation
Fuzzy connectives based crossover operators to model genetic algorithms population diversity
Fuzzy Sets and Systems
Completeness and consistency conditions for learning fuzzy rules
Fuzzy Sets and Systems
A learning process for fuzzy control rules using genetic algorithms
Fuzzy Sets and Systems
Fuzzy Modelling: Paradigms and Practices
Fuzzy Modelling: Paradigms and Practices
Genetic Algorithms for Machine Learning
Genetic Algorithms for Machine Learning
Evolution and Optimum Seeking: The Sixth Generation
Evolution and Optimum Seeking: The Sixth Generation
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms and Soft Computing
Genetic Algorithms and Soft Computing
Automatic Generation of Neural Network Architecture Using Evolutionary Computation
Automatic Generation of Neural Network Architecture Using Evolutionary Computation
Fuzzy Rule-Based Modeling with Applications to Geophysical, Biological, and Engineering Systems
Fuzzy Rule-Based Modeling with Applications to Geophysical, Biological, and Engineering Systems
Advanced Methods in Neural Computing
Advanced Methods in Neural Computing
An Introduction to Fuzzy Logic Applications in Intelligent Systems
An Introduction to Fuzzy Logic Applications in Intelligent Systems
The GA-P: A Genetic Algorithm and Genetic Programming Hybrid
IEEE Expert: Intelligent Systems and Their Applications
An Investigation of Niche and Species Formation in Genetic Function Optimization
Proceedings of the 3rd International Conference on Genetic Algorithms
Proceedings of the 3rd International Conference on Genetic Algorithms
A Three-Stage Method for Designing Genetic Fuzzy Systems by Learning from Examples
PPSN IV Proceedings of the 4th International Conference on Parallel Problem Solving from Nature
IEA/AIE '98 Proceedings of the 11th international conference on Industrial and engineering applications of artificial intelligence and expert systems: methodology and tools in knowledge-based systems
Hybridizing Hierarchical and Weighted Linguistic Rules
Proceedings of the 2002 ACM symposium on Applied computing
Improving Simple Linguistic Fuzzy Models by Means of the Weighted COR Methodology
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Cooperative Coevolution for Learning Fuzzy Rule-Based Systems
Selected Papers from the 5th European Conference on Artificial Evolution
A hierarchical knowledge-based environment for linguistic modeling: models and iterative methodology
Fuzzy Sets and Systems - Theme: Learning and modeling
International Journal of Approximate Reasoning
A Study on the Evolutionary Adaptive Defuzzification Methods in Fuzzy Modeling
International Journal of Hybrid Intelligent Systems
Optimization of fuzzy partitions for inductive reasoning using genetic algorithms
International Journal of Systems Science
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
International Journal of Approximate Reasoning
International Journal of Approximate Reasoning
Genetic learning of fuzzy rules based on low quality data
Fuzzy Sets and Systems
A Three-Objective Evolutionary Approach to Generate Mamdani Fuzzy Rule-Based Systems
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Data-driven fuzzy modeling for Takagi-Sugeno-Kang fuzzy system
Information Sciences: an International Journal
Knowledge-based parameter identification of TSK fuzzy models
Applied Soft Computing
IEEE Transactions on Fuzzy Systems
Local and global optimization for Takagi-Sugeno fuzzy system by memetic genetic programming
Expert Systems with Applications: An International Journal
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Real-world electrical engineering problems can take advantage of the last Data Analysis methodologies. In this paper we will show thatGenetic Fuzzy Rule-Based Systems and Genetic Programming techniques are good choices for tackling with some practical modelingproblems. We claim that both evolutionary processes may produce good numerical results while providing us with amodel that can be interpreted by a human being. We will analyze in detail the characteristics of these two methods and we will compare them to the some of the most popular classical statistical modeling methods and neural networks.