Fuzzy Neural Network

Part 2 of ebook "Elements of robotics" provides readers with contents including: Chapter 9 - Mapping; Chapter 10 - Mapping-based navigation; Chapter 11 - Fuzzy logic control; Chapter 12 - Image processing; Chapter 13 - Neural networks; Chapter 14 - Machine learning; Chapter 15 - Swarm robotics; Chapter 16 - Kinematics of a robotic manipulator;...

163p daonhiennhien 03-07-2024 1 1   Download

In this paper, we propose a wavelet type-2 fuzzy brain imitated controller (WT2FBIC) for nonlinear robotic systems. The suggested method combines a wavelet type-2 fuzzy system (WT2FS) and a brain imitated controller (BIC) to improve learning efficiency.

11p viwalton 02-07-2024 2 1   Download

Ebook "Optimizing decision making in the apparel supply chain using artificial intelligence (AI): From production to retail" provides detailed coverage of these techniques, outlining how they are used to assist decision makers in tackling key supply chain problems.

245p dongmelo 26-05-2024 4 2   Download

Part 2 of ebook "Measuring technology and mechatronics automation in electrical engineering" provides readers with contents including: hardware-in-the-loop for on-line identification of SSP driving motor; hybrid adaptive fuzzy vector control vector control for single-phase induction motors; hybrid intelligent algorithm based on hierarchical encoding for training of RBF neural network; improved fuzzy neural network for stock market prediction and application; landslide recognition in mountain image based on support vector machine;...

259p dongmelo 20-05-2024 5 1   Download

Ebook "Impact of urbanization on water shortage in face of climatic aberrations" gives a brief introduction to the study. It introduces to the reader the need and importance of the present investigation and describes the methodology adopted and the tools and concepts utilized. Gives an overview of multi-criteria decision-making. The working procedure, two examples and their applications to solve real-life problems in water resources are discussed.

105p tudohanhtau1006 29-03-2024 7 1   Download

Ebook "Computational Intelligence in Control" contains 4 sections, includes: Section I: neural networks design, control and robotics application; section II: hybrid evolutionary systems for modelling, control and robotics applications; section III: fuzzy logic and bayesian systems; section IV: machine learning, evolutionary optimisation and information retrieval.

346p haojiubujain08 01-11-2023 5 2   Download

This volume constitutes a report on the principal elements and important applications of soft computing as reported from some of the active members of this community. In its chapters, the book gives a prime introduction to soft computing with its principal components of fuzzy logic, neural networks, genetic algorithms, and genetic programming with some textbook-type problems given. There are also many industrial and development efforts in the applications of intelligent systems through soft computing given to guide the interested readers on their research interest track.

493p haojiubujain08 01-11-2023 3 2   Download

The intent of this book is to describe some recent data mining tools that have proven effective in dealing with data sets which often involve uncertain description or other complexities that cause difficulty for the conventional approaches of logistic regression, neural network models, and decision trees. We have organized the material into three parts. Part I introduces concepts. Part II contains chapters on a number of different techniques often used in data mining. Part III focuses on business applications of data mining.

182p haojiubujain08 01-11-2023 11 2   Download

The book is based on lectures given to students who have little knowledge of calculus. And readers do not need to learn a programming language! The material in this book has been extensively tested through several courses taught by the author for the past decade. Typical questions and suggestions from my students influenced the way this book was written. The book is an introduction to the field of computer intelligence.

435p haojiubujain08 01-11-2023 10 3   Download

Ebook "Applied research in uncertainty modeling and analysis" is divided into six main sections. Part I (Chapters 1-4) presents the philosophical and theoretical foundation of uncertainty, new computational directions in neural networks, and some theoretical foundation of fuzzy systems. Part II (Chapters 5-8) reports on biomedical and chemical engineering applications.

547p loivantrinh 29-10-2023 3 2   Download

Ebook "Encyclopedia of artificial intelligence" includes content: Adaptive business intelligence, adaptive neuro fuzzy systems, advanced cellular neural networks image processing, agent based intelligent system modeling, ai and ideas by statistical mechanics, an ai walk from pharmacokinetics to marketing, ambient intelligence, ambient intelligence environments,....and other contents.

1676p haojiubujain07 20-09-2023 5 3   Download

Ebook "Data mining with computational intelligence" includes content: Introduction, MLP neural networks for time series prediction and classification, fuzzy neural networks for bioinformatics, an improved RBF neural network classifier, an improved RBF neural network classifier, attribute importance ranking for data dimensionality reduction,...and other contents.

280p haojiubujain07 20-09-2023 5 3   Download

Ebook "Recurrent neural networks design and applications" includes content: Introduction, recurrent neural networks for optimization - the state of the art; efficient second order learning algorithms for discrete time recurrent neural networks; designing high order recurrent networks for bayesian belief revision; equivalence in knowledge representation - automata, recurrent neural networks, and dynamical fuzzy systems,... and other contents.

389p haojiubujain07 20-09-2023 5 2   Download

In this article, a new wavelet type-2 fuzzy brain imitated neural network (WT2FBINN) is presented for nonlinear system decoupling control. A sliding mode control combined with a decoupling control is illustrated.

11p viisac 15-09-2023 5 2   Download

This study aims to compare and contrast the performance of Artificial neural network (ANN) and Decision Tree (DT) methods in predicting the compressive strength and slump values of concrete samples. Experimental data used for model building and comparison were obtained from a previous research project.

9p vifriedrich 30-08-2023 5 3   Download

This study aims to propose a solution to handle the uncertainty and imprecise knowledge associated with the collected data using Interval type-2 fuzzy inference system, or IT2FIS. IT2FIS has been shown to be capable of generalizing functional relationship between input and output while reducing computational complexity.

6p viannee 02-08-2023 5 4   Download

This paper represents superior properties of advanced control methods such as Fuzzy Logic, Neural network to PID controller for uncertainties systems to achieve good tracking response in real time. All three control methods are based on the feedback error signal that is then calculated on the processor through algorithms and outputting the optimal control signals.

7p vidoctorstrange 06-05-2023 10 4   Download

In this article, the authors use three control algorithms on the inverted wedge, including of LQR, Fuzzy Control and neuro-fuzzy. Simulation results show that all methods can balance the inverted wedge.

8p vidoctorstrange 06-05-2023 8 2   Download

Intrusion Detection (ID) is one of the active branches in network security research field. Many technologies, such as neural networks, fuzzy logic and genetic algorithms have been applied in intrusion detection and the results are varied. In this thesis, an Artificial Immune System (AIS) based intrusion detection is explored. AIS is a bio-inspired computing paradigm that has been applied in many different areas including intrusion detection.

74p runthenight07 01-03-2023 6 2   Download

The broad aim of this research project is to optimize planned and emergency maintenance tasks and timings for tram tracks. Consistent with that broad aim, the following specific objectives are identified: Understand the factors affecting the degradation of tram tracks; develop a degradation prediction model for tracks as a function of the influencing factors; evaluate the time and type of maintenance required for deteriorated rail tracks.

101p runthenight04 02-02-2023 3 1   Download