author: oscar castillo

Theoretical Advances and Applications of Fuzzy Logic and Soft Computing

... k pages links. 3.4 Clustering ... 9 ... " Our clustering approach is based on the well - known Fuzzy C - Means algorithm ... ( pre- fixed ) c clusters . Each cluster is represented by its center point ( prototype ) . This proc- ess is ...

Modelling, Simulation and Control of Non-linear Dynamical Systems: An Intelligent Approach Using Soft Computing and Fractal Theory

... Control Engineering Solutions: A Practical Approach”, IEEE Computer Society ... Control Problems”, IEEE Transactions on Systems, Man & Cybernetics, Vol. 13, pp ... Brogan, W. (1991). “Modern Control Theory”, Prentice-Hall. Bryson, A. E. ...

Soft Computing and Fractal Theory for Intelligent Manufacturing

... Control Engineering Solutions : A Practical Approach " , IEEE Computer Society Press . Badiru , A.B. ( 1992 ) ... Brogan , W. ( 1991 ) . " Modern Control Theory " , Prentice - Hall . Bryson , A. E. & Ho Y.-C. ( 1969 ) . " Applied Optimal ...

International Conference on Innovative Computing and Communications: Proceedings of ICICC 2023, Volume 2

... Hunt E ( 2018 ) Cisco predicts more IP traffic in the next five years than in the history of the internet 2. Soumyalatha SGH ( 2016 ) Study of IoT : Machine Learning - Based Detection for Distributed Denial of Service ... .. 649 7 ...

Recent Advances in Modeling, Analysis and Systems Control: Theoretical Aspects and Applications

This book describes recent developments in a wide range of areas, including the modeling, analysis and control of dynamical systems, and explores related applications.

Applied Analysis, Optimization and Soft Computing: ICNAAO-2021, Varanasi, India, December 21–23

... ( column ) of the reduced IFTC matrix , find the difference between the ... tied ones to which more allocation can be made . 5 Numerical Example ... column IF penalties and write them against the respective rows and columns . The resultant ...

Applied Mathematics and Computational Intelligence: ICAMCI-2020, Tripura, India, December 23–24

... safety risk perfor- mance in industries . Soft Comput . ( 2017 ) 30. Jana , D.K. , Dey . S .: Application of fuzzy inference system to polypropylene business policy in a petrochemical plant in India . J. Cleaner Prod . 112 , 2953–2968 ...

Proceedings of Data Analytics and Management: ICDAM 2021, Volume 2

... weather forecast report. They had considered the weather reports scripts for ... script. Some of motions were already existed and belonged to daily life ... report. Hayashi et al. [17] The author proposed a television system that ...

Analysis and Design of Intelligent Systems Using Soft Computing Techniques

... [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] Stuart Russell and Peter Norvig, Artificial Intelligence to Modern ... Systems Multi-Agentes, (Master ... ed. Springer-Verlag, pĂĄgs. 2-21. P.R. Cohen ET al.An Open Agent Architecture ...

Proceedings of 3rd International Conference on Computing Informatics and Networks: ICCIN 2020

... approach: ‱ No criteria defined to model the complex operations. In Fig. 19 ... Repetition of operations in classes. In Fig. 19, normal_customer and ... avoidance of repetition of associations. Bank management system is being modeled ...

Transactions on Engineering Technologies: International MultiConference of Engineers and Computer Scientists 2018

... longestpossible duration. These longest durations are 766 min for surgery 1,485 min for surgery 2,362min for surgery 3,509min for surgery 4, and 221min for surgery 5. We arranged the optimal sequence of surgeries and checked the ...

Nature-Inspired Design of Hybrid Intelligent Systems

... Series, “Introductory Time Series with R.”, Springer Dordrecht Heidelberg London New York, 2009, pp. 2–5. O. Castillo, P. Melin. “Hybrid intelligent systems for time series prediction using neural networks, fuzzy logic, and fractal ...

Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications

... (AOS) method. This method uses a record of the latest iterations to propose which operator use in later iterations. AOS has two phases: Credit assignment and Selection rule. The first phase penalizes or rewards a specific operator based ...

Trends in Intelligent Systems and Computer Engineering

... defined whereas they fail in more general creativity problems where it is difficult, if not impossible, to define an aesthetically accepted solution. In these cases, interactive GAs replace the fitness function with a human evaluator ...

Analysis and Design of Intelligent Systems Using Soft Computing Techniques

... capacity of 20,000 pieces of wafers and is expected to be fully utilized (utilization = 100 ... month. For each replicate, data of 30 lots are collected and classified by their product types ... in which the RMSE 242 T. Chen Results and ...

Transactions on Engineering Technologies: International MultiConference of Engineers and Computer Scientists 2013

... utpl.edu.ec A. Stashans e-mail: arvids@utpl.edu.ec F. Marcillo · A. Chamba The Grupo de FisicoquĂ­mica de Materiales, and Escuela de IngenierĂ­a QuĂ­mica, Universidad TĂ©cnica Particular de Loja, Loja, Ecuador e-mail: fpmarcillo@utpl.edu.ec ...

Data Analytics and Management: Proceedings of ICDAM

... USF, i.e., the University of South Florida. The applications of various ... field of image processing. Besides, the researcher's described the open issues with the ... Study on Image Analysis and Recognition Using Learning Methods ... 25.

A New Meta-heuristic Optimization Algorithm Based on the String Theory Paradigm from Physics

... 15 benchmark functions 50 Dimensions Function FA STD STA STD Z - Value F1 1.16E + 07 4.08E + 06 3.72E + 06 1.25E + ... 7.78E - 15 1.93E - 15 -23.1344 5.7296 2.5920 0 Table 4.31 Comparison between FPA and STA with traditional benchmark.

Soft Computing for Data Analytics, Classification Model, and Control

... [14] implied an ontology-based SA method for 'Smart phones' in case of tweets and messages. Here, the model was designed with diverse features like spelling correction, emoji and sentiment detection. Lexicon-driven technology was ...

Recent Trends on Type-2 Fuzzy Logic Systems: Theory, Methodology and Applications

Oscar Castillo, Anupam Kumar. 2.2. TS. Rule. Base. The TS rule base consists of IF-THEN statements incorporating the ... Space. An input space or state-space describes the relation between the input fuzzy sets and the fuzzy rules. Each fuzzy ...

Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications

... time series prediction with cross-validation and akaike test. Soft Computing for Intelligent Control and Robotics 269–285. Cowpertwait, P., and A. Metcalfe. 2009.Time series, introductory time series with R, 2–5. Dordrecht Heidelberg ...

New Perspectives on Hybrid Intelligent System Design based on Fuzzy Logic, Neural Networks and Metaheuristics

... Introductory Time Series with R., Springer Dordrecht, Heidelberg, London, New York (2009) pp. 2–5. 4. Mikolov, T., Kombrink, S., Burget, L., ˇCernockĂœ, J., Khudanpur, S.: Extensions of recurrent neural network language model. (2011) ...

Hybrid Intelligent Systems: 21st International Conference on Hybrid Intelligent Systems (HIS 2021), December 14–16, 2021

... questions from various fields. We fetched most of the data from web sources “www.geeksforgeeks.org”, “www. edureka ... Interview Question Store. It is nothing but a JSON file having a list of JSON objects. Each object has the following ...

Chemical Optimization Algorithm for Fuzzy Controller Design

... Table 6.2 Some initial set of parameters of the compared optimization algorithms and the chemical reaction algorithm (CRA) Parameter GA PSO GSA Population size (range) 20–150 6–40 50 Maximum iteration (range) 80–200 Not mentioned 1000 ...

Emerging Trends in Computing and Expert Technology

... blowfish algorithm , LSB algorithm Steps Blowfish LSB algorithm ( % ) algorithm ( % ) Encryption 76 86 cycle Decryption 82 888 cycle Memory 95 utilization 95 References 1. Sinha, A., Singh, K.: A technique for image. 4 Conclusion A ...

Fuzzy Logic in Intelligent System Design: Theory and Applications

... Cancertutor Website. https://www.cancertutor.com/types-of-leukemia/ 3. Puppe, F.: Systematic Introduction to Expert Systems, Knowledge Representations and Problem-Solving Methods. Springer, Heidelberg (1993) 4. Klir, G.J., Yuan, B ...

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