Advanced Studies in Complex Systems - Böcker
Nonlinear Control for Blood Glucose Regulation of Diabetic Patients: An LMI Approach
1 741 kr
Skickas inom 7-10 vardagar
Nonlinear Control for Blood Glucose Regulation of Diabetic Patients: An LMI-Based Approach exposes readers to the various existing mathematical models that define the dynamics of glucose-insulin for Type 1 diabetes patients. After providing insights into the mathematical model of patients, the authors discuss the need and emergence of new control techniques that can lead to further development of an artificial pancreas. The book presents various nonlinear control techniques to address the challenges that Type 1 diabetic patients face in maintaining their blood glucose level in the safe range (70-180 mg/dl).
The closed-loop solution provided by the artificial pancreas depends mainly on the effectiveness of the control algorithm, which acts as the brain of the system. APS control algorithms require a mathematical model of the gluco-regulatory system of the T1D patients for their design. Since the gluco-regulatory system is inherently nonlinear and largely affected by external disturbances and parametric uncertainty, developing an accurate model is very difficult.
Presents control-oriented modeling of the gluco-regulatory system of Type 1 diabetic patients using input-output data Demonstrates the design of a robust insulin delivery mechanism utilizing state estimation information with parametric uncertainties and exogenous disturbance in the framework of Linear Matrix Inequality (LMI) Introduces readers to the relevance and effectiveness of powerful nonlinear controllers for the Artificial Pancreas Provides the first book on LMI-based nonlinear control techniques for the Artificial Pancreas1 653 kr
Skickas inom 7-10 vardagar
Computational Intelligence and Blockchain in Complex Systems
System Security and Interdisciplinary Applications
1 796 kr
Skickas inom 7-10 vardagar
1 788 kr
Skickas inom 7-10 vardagar
Artificial Intelligence for Medicine
An Applied Reference for Methods and Applications
1 741 kr
Skickas inom 7-10 vardagar
1 593 kr
Skickas inom 7-10 vardagar
1 739 kr
Skickas inom 7-10 vardagar
1 898 kr
Skickas inom 7-10 vardagar
1 741 kr
Skickas inom 7-10 vardagar
Uncertainty in Computational Intelligence-Based Decision-Making focuses on techniques for reasoning and decision-making under uncertainty that are used to solve issues in artificial intelligence (AI). It covers a wide range of subjects, including knowledge acquisition and automated model construction, pattern recognition, machine learning, natural language processing, decision analysis, and decision support systems, among others.The first chapter of this book provides a thorough introduction to the topics of causation in Bayesian belief networks, applications of uncertainty, automated model construction and learning, graphic models for inference and decision making, and qualitative reasoning. The following chapters examine the fundamental models of computational techniques, computational modeling of biological and natural intelligent systems, including swarm intelligence, fuzzy systems, artificial neutral networks, artificial immune systems, and evolutionary computation. They also examine decision making and analysis, expert systems, and robotics in the context of artificial intelligence and computer science.
Provides readers a thorough understanding of the uncertainty that arises in artificial intelligence (AI), computational intelligence (CI) paradigms, and algorithmsEncourages readers to put concepts into practice and solve complex real-world problems using CI development frameworks like decision support systems and visual decision designProvides a comprehensive overview of the techniques used in computational intelligence, uncertainty, and decision2 020 kr
Skickas inom 7-10 vardagar
1 841 kr
Skickas inom 7-10 vardagar
1 841 kr
Skickas inom 7-10 vardagar
Mathematical Methods in Medical and Biological Sciences presents mathematical methods for computational models arising in the medical and biological sciences. The book presents several real-life medical and biological models, such as infectious and non-infectious diseases that can be modeled mathematically to accomplish?profound research in virtual environments when the cost of laboratory expenses is relatively high. It focuses on mathematical techniques that provide global solutions for models arising in medical and biological sciences by considering their long-term benefits.In addition, the book provides leading-edge developments and insights for a range of applications, including epidemiological modeling of pandemic dynamics, viral infection developments, cancer developments, blood oxygen dynamics, HIV infection spread, reaction-diffusion models, polio infection spread, and chaos modeling with fractional order derivatives.
Presents the mathematical treatment of a wide range of real-life medical and biological models, including both infectious and non-infectious diseasesProvides in-depth analysis of the spread of Covid-19, polio, and HIV, including discussion of computational methods and applicationsIncludes computational modeling methods, along with their practical applications, providing the basis for further exploration and research in epidemiology and applied biomedical sciencesFractional Calculus
Bridging Theory with Computational and Contemporary Advances
1 788 kr
Skickas inom 7-10 vardagar
1 841 kr
Skickas inom 7-10 vardagar