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Cyber Malware: Offensive and Defensive Systems (Security Informatics and Law Enforcement)
by Iman Almomani Leandros A. Maglaras Mohamed Amine Ferrag Nick AyresThis book provides the foundational aspects of malware attack vectors and appropriate defense mechanisms against malware. The book equips readers with the necessary knowledge and techniques to successfully lower the risk against emergent malware attacks. Topics cover protections against malware using machine learning algorithms, Blockchain and AI technologies, smart AI-based applications, automated detection-based AI tools, forensics tools, and much more. The authors discuss theoretical, technical, and practical issues related to cyber malware attacks and defense, making it ideal reading material for students, researchers, and developers.
An Introduction to Scientific Computing: Fifteen Computational Projects Solved with MATLAB
by Ionut Danaila Pascal Joly Sidi Mahmoud Kaber Marie PostelThis book demonstrates scientific computing by presenting twelve computational projects in several disciplines including Fluid Mechanics, Thermal Science, Computer Aided Design, Signal Processing and more. Each follows typical steps of scientific computing, from physical and mathematical description, to numerical formulation and programming and critical discussion of results. The text teaches practical methods not usually available in basic textbooks: numerical checking of accuracy, choice of boundary conditions, effective solving of linear systems, comparison to exact solutions and more. The final section of each project contains the solutions to proposed exercises and guides the reader in using the MATLAB scripts available online.
Machine Learning for Causal Inference
by Sheng Li Zhixuan ChuThis book provides a deep understanding of the relationship between machine learning and causal inference. It covers a broad range of topics, starting with the preliminary foundations of causal inference, which include basic definitions, illustrative examples, and assumptions. It then delves into the different types of classical causal inference methods, such as matching, weighting, tree-based models, and more. Additionally, the book explores how machine learning can be used for causal effect estimation based on representation learning and graph learning. The contribution of causal inference in creating trustworthy machine learning systems to accomplish diversity, non-discrimination and fairness, transparency and explainability, generalization and robustness, and more is also discussed. The book also provides practical applications of causal inference in various domains such as natural language processing, recommender systems, computer vision, time series forecasting, and continual learning. Each chapter of the book is written by leading researchers in their respective fields. Machine Learning for Causal Inference explores the challenges associated with the relationship between machine learning and causal inference, such as biased estimates of causal effects, untrustworthy models, and complicated applications in other artificial intelligence domains. However, it also presents potential solutions to these issues. The book is a valuable resource for researchers, teachers, practitioners, and students interested in these fields. It provides insights into how combining machine learning and causal inference can improve the system's capability to accomplish causal artificial intelligence based on data. The book showcases promising research directions and emphasizes the importance of understanding the causal relationship to construct different machine-learning models from data.
Systems, Decision and Control in Energy V (Studies in Systems, Decision and Control #481)
by Artur ZaporozhetsThe book consists of 8 parts: Energy Informatics, Electric Power Engineering, Heat Power Engineering, Nuclear Power Engineering, Renewable Power Engineering, Fuels, Transport, and Environmental Safety. The results presented in this book are aimed at solving some of the technical issues proposed by the Ukraine Recovery Plan and other important scientific and applied problems in the field of energy. Scientists from leading Ukrainian academic institutions and universities are working on this book.This book is for scientists, researchers, engineers, as well as lecturers and postgraduates of higher education institutions dealing with energy sector, power systems, ecological safety, etc.
Nano-Biofortification for Human and Environmental Health (Sustainable Plant Nutrition in a Changing World)
by Vishnu D. Rajput Hassan El-Ramady Sudhir K. Upadhyay Tatiana Minkina Bilal Ahmed Saglara MandzhievaNanotechnology has shown great potential to alleviate increasing pressure to meet food needs for our increasing human population, Novel agricultural innovations are required to enhance the health of edible crops and per unit area yield without impacting the associated environment in a negative way. Recent advancements in nanotechnology-based agricultural solutions have proven to help overcome the problems in agriculture that are associated with run-off of essential fertilizers from agricultural soils, low nutrient accumulation by crops, as well as to control insects, pests, and seasonal biotic factors, treatment of wastewater used for irrigation, plant uptake of xenobiotics (heavy metals, pesticides, industrial chemicals, drugs, and so on) that may be present in contaminated soils. Additionally, the consumption of such food crops may result in malnourishment and plant-mediated transfer of toxic substances among humans especially in underprivileged and rural populations. Agents to stimulate plant growth include various types of nanomaterials such as carbon nanotubes, metal, and metal-oxide nanoparticles. Applications of particular nutrients or elements in crop plants can be shown to aid human nourishment (either by directly inducing its uptake or indirectly through enhancing the intracellular levels of other associated elements that ultimately boost the synthesis of the desired nutrient in plants). It is also important to consider the competence and fate of nanomaterials in soil ecosystems. The entry route of nanomaterials into the environment includes both natural and anthropogenic sources. In order to achieve sustainable and safe use of nanotechnological products in agriculture, similar environmental conditions must be simulated on lab scale with the careful selection of organisms related to agriculture. Thus, emphasis should be placed on the judicial use of nano-enabled products without compromising the sustainability of the environment and human health. This comprehensive book highlights recent field research as well as contributions from academicians in the lab. This book addresses the major aspects related to nanotechnology, biofortification of crops, and human and environmental health.
Plant-Based Therapeutics, Volume 1: Cannabis sativa
by Ivan A. RossBy examining historical applications of the compounds found in plants, this five-volume series serves as a reference for quality assurance, research, product development, and regulatory guidance of the compounds found in plant-based medicines. This work supports the growing consumers' interest in herbal medicine for wellness and health. Plant-Based Therapeutics, Volume 1: Cannabis sativa, the first in the series, covers a unique plant species and provides the framework to integrate its evidence-based scientific discoveries with healthcare therapies. Cannabis has been used in religious ceremonies and medical purposes for thousands of years. Cannabidiol (CBD), the main non-psychoactive component of Cannabis, was isolated in the 1940s, and its structure was established in the 1960s. In 1964 tetrahydrocannabinol (THC), the psychoactive component, was isolated. Cannabis has more than 500 components, of which 104 cannabinoids have been identified. Two of them, THC and CBD, have been the primary components of scientific investigations. They were approved by the FDA for chemotherapy-induced nausea and vomiting in 1985; for appetite stimulation in wasting conditions, such as AIDS, in 1992, and in 2018 for treating two forms of pediatric epilepsy, Dravet syndrome and Lennox-Gastaut syndrome. Beyond the indications for which cannabinoids are FDA-approved, the evidence reveals that cannabinoid receptors are present throughout the body, embedded in cell membranes, and are believed to be more numerous than any other receptor system. When cannabinoid receptors are stimulated, a variety of physiologic processes ensue. Thus, other constituents of Cannabis are extremely promising either as individual compounds or their potential synergistic or entourage effects in the treatment of numerous medical conditions.
Safe Performance in a World of Global Networks: Case Studies, Collaborative Practices and Governance Principles (SpringerBriefs in Applied Sciences and Technology)
by Jean-Christophe Le Coze Benoît JournéThis open access book provides an analytical and critical outlook, by leading scholars, of the impact of various trends in the quality of collaboration and resulting safety outcomes that arise from the evolution of traditional integrated production within a single firm into a complex web of partnerships and supply chains. In the face of increasing fragmentation within industrial production and the associated rise in the complexity of inter-organizational communication and transaction, this book analyses causal factors such as cost pressures, globalization of demand, increasingly flexible resource allocation and work organization, changes in legal liability and the possibilities afforded by information technology. Various case studies focus on the effects of crossing boundaries between organizations, between different trades and professions and between countries, assessing the effect of variations in regulatory structures and national cultures. Furthermore, they illustrate the wide range of organizational forms to be found in high-hazard industries today and the impact, potential or real, of the variety of forms of partnership on safety and well-being at work. The contributors assess the effect of out-sourcing and of various forms of partnership and governance on safety at work and how they can be made to support the prevention of major accident hazards.
Advanced, Contemporary Control: Proceedings of the XXI Polish Control Conference, Gliwice, Poland, 2023. Volume 1 (Lecture Notes in Networks and Systems #708)
by Marek Pawelczyk Dariusz Bismor Szymon Ogonowski Janusz KacprzykThis book introduces the reader to the hottest topics in current control sciences and robotics, as seen by scientists from Poland and other European countries. Volume 1 comprises 37 chapters, which specifically address topics connected to modeling, identification, and analysis of automation systems, to design of control systems, and to fault diagnosis and fault-tolerant control. The contributions were presented during XXI Polish Control Conference, held in Gliwice, Poland, from June 26 to 29, 2023. This book is extremely useful to all persons who want to know the latest trends in automation and robotics.
Advanced, Contemporary Control: Proceedings of the XXI Polish Control Conference, Gliwice, Poland, 2023. Volume 2 (Lecture Notes in Networks and Systems #709)
by Marek Pawelczyk Dariusz Bismor Szymon Ogonowski Janusz KacprzykThis book introduces the reader to the hottest topics in current control sciences and robotics, as seen by scientists from Poland and other European countries. Volume 2 comprises 42 chapters, which specifically address topics connected to statistical and stochastic methods in control engineering applications, to optimization and quantum computing, to biological, medical, and ecological systems, to new applications of artificial intelligence and machine learning in automated and connected vehicles, to design and control of autonomous marine, robotics, and vehicles systems, and to other modern topics. The contributions were presented during XXI Polish Control Conference, held in Gliwice, Poland, from June 26 to 29, 2023. This book is extremely useful to all persons who want to know the latest trends in automation and robotics.
Thermodynamic and Thermophysical Properties of Saline Water: Models, Correlations and Data for Desalination and Relevant Applications (Springer Water)
by Naef A. Qasem Muhammad M. Generous Bilal A. Qureshi Syed M. ZubairThis book accommodates the existing correlations, data, and methods for thermodynamic and thermophysical properties of saline water, including multiple components at a wide range of salinity (reaching around 200 g/kg), temperature, and pressure. The correlations of each property are plotted against existing experimental data to judge the comparative accuracy of each within a given specific range of salinity, temperature, and pressure. An assessment to recommend some correlations is also conducted. New correlations for some properties are also proposed. This book helps to provide the saline water properties as needed for engineers, designers, and research for different areas, including desalination and water treatment.All the analytical analysis, thermodynamic analysis, and design models of the desalination technologies depend on saline water properties. As scientists and researchers working on different desalination technologies, the authors found it difficult to find all saline water properties in one source, including multicomponent and binary salty solutions, under different conditions (salinity, temperature, and pressure). Therefore, the authors introduce this book to fill the gap in the open literature. This book compiles the thermodynamic and thermophysical properties of saline water, involving thermodynamic approaches, multicomponent models, and simple correlations and data, comparison between the correlations of properties in figures, recommendation of the most accurate correlations and methods, and the used codes to estimate these correlations and methods. It is expected that this book to be a principal source for all interests in desalination and water treatment subjects.
Demand-Side Peer-to-Peer Energy Trading (Green Energy and Technology)
by Vahid Vahidinasab Behnam Mohammadi-IvatlooDemand-Side Peer-to-Peer Energy Trading provides a comprehensive study of the latest developments in technology, protocols, implementation, and application of peer-to-peer and transactive energy concepts in energy systems and their role in worldwide energy evolution and decarbonization efforts. It presents practical aspects and approaches with evidence from applications to real-world energy systems through in-depth technical discussions, use cases, and examples. This multidisciplinary reference is suitable for researchers and industry stakeholders who focus on the field of energy systems and energy economics, as well as researchers and developers from different branches of engineering, energy, computer sciences, data, economic, and operation research fields.
X-ray Photon Processing Detectors: Space, Industrial, and Medical applications
by Conny Hansson Krzysztof Kris IniewskiThis book provides readers a good overview of some of most recent advances in the field of hybrid pixelated detectors for X-ray imaging. Coverage includes both technology and applications, with an in-depth review of the research topics conducted at leading research institutions in the world. The conversion of the X-ray signal into an analogue/digital value is discussed, as well as a review of CMOS chips used for X-ray image sensors. Applications of hybrid pixel detectors are discussed, such as medical imaging, high energy physics, space, non-destructive testing and security. Provides coverage of a broad range of topics, from international experts in academia and industry;Includes in-depth analysis of how to optimize X-ray detection and electronics for X-ray detection;Covers both technology and applications in a number of different domains.
International Conference on Advanced Intelligent Systems for Sustainable Development: Volume 4 - Advanced Intelligent Systems on Energy, Environment, and Industry 4.0 (Lecture Notes in Networks and Systems #714)
by Janusz Kacprzyk Mostafa Ezziyyani Valentina Emilia BalasThis book describes the potential contributions of emerging technologies in different fields as well as the opportunities and challenges related to the integration of these technologies in the socio-economic sector. In this book, many latest technologies are addressed, particularly in the fields of computer science and engineering. The expected scientific papers covered state-of-the-art technologies, theoretical concepts, standards, product implementation, ongoing research projects, and innovative applications of Sustainable Development. This new technology highlights, the guiding principle of innovation for harnessing frontier technologies and taking full profit from the current technological revolution to reduce gaps that hold back truly inclusive and sustainable development. The fundamental and specific topics are Big Data Analytics, Wireless sensors, IoT, Geospatial technology, Engineering and Mechanization, Modeling Tools, Risk analytics, and preventive systems.
International Conference on Advanced Intelligent Systems for Sustainable Development: Volume 3 - Advanced Intelligent Systems on Agriculture and Health (Lecture Notes in Networks and Systems #713)
by Janusz Kacprzyk Mostafa Ezziyyani Valentina Emilia BalasThis book describes the potential contributions of emerging technologies in different fields as well as the opportunities and challenges related to the integration of these technologies in the socio-economic sector. In this book, many latest technologies are addressed, particularly in the fields of computer science and engineering. The expected scientific papers covered state-of-the-art technologies, theoretical concepts, standards, product implementation, ongoing research projects, and innovative applications of Sustainable Development. This new technology highlights, the guiding principle of innovation for harnessing frontier technologies and taking full profit from the current technological revolution to reduce gaps that hold back truly inclusive and sustainable development. The fundamental and specific topics are Big Data Analytics, Wireless sensors, IoT, Geospatial technology, Engineering and Mechanization, Modeling Tools, Risk analytics, and preventive systems.
International Conference on Advanced Intelligent Systems for Sustainable Development: Volume 2 - Advanced Intelligent Systems on Network, Security, and IoT Applications (Lecture Notes in Networks and Systems #712)
by Janusz Kacprzyk Mostafa Ezziyyani Valentina Emilia BalasThis book describes the potential contributions of emerging technologies in different fields as well as the opportunities and challenges related to the integration of these technologies in the socio-economic sector. In this book, many latest technologies are addressed, particularly in the fields of computer science and engineering. The expected scientific papers covered state-of-the-art technologies, theoretical concepts, standards, product implementation, ongoing research projects, and innovative applications of Sustainable Development. This new technology highlights, the guiding principle of innovation for harnessing frontier technologies and taking full profit from the current technological revolution to reduce gaps that hold back truly inclusive and sustainable development. The fundamental and specific topics are Big Data Analytics, Wireless sensors, IoT, Geospatial technology, Engineering and Mechanization, Modeling Tools, Risk analytics, and preventive systems.
Structural Analysis of Plane Frames: Solved Examples with Force and Displacement Methods (Springer Tracts in Civil Engineering)
by Isabella Giorgia Colombo Matteo Colombo Marco di Prisco Anna Magri Paolo Martinelli Letizia Mazzoleni Giulio ZaniThis textbook presents applicative examples of the main methods of structural analysis of statically indeterminate frame structures. It begins with a brief description of the kinematic analysis for plane frames. The Force Method, the Displacement Method and the Mixed method are applied for the solutions of statically indeterminate plane structures. The book first deals with the solution of simple reference cases where the most common structural situations, such as inclined rods, extensional and rotational springs, thermal variations, symmetry and anti-symmetry (just to mention some of them) are treated singularly. It then reports the complete solution of complex plane frames where the most common structural situations, individually analyzed in the previous chapter, are combined.Given the diverse and wide range of examples covered, the volume represents an ideal learning resource for students of Civil and Building Engineering and Architecture, and a valuable reference guide for structural engineering professionals.
Feeding and Management of Foals and Growing Horses
by Markku SaastamoinenThis volume offers the latest research-based findings to equip professionals involved in the breeding and raising of horses. Contributions were carefully selected and prepared by leading experts in their fields. The collection starts with a discussion of pregnant and lactating mares, followed by details on foal development, nutritional requirements, and feeding practices under different conditions. Special sections on young horses in training, parasite control as well as on health risks related to nutrition and exercise round off this unique and easy-to-read reference.Today’s horses perform variety of roles and there are many categories of horses based on their breed, size and use, making adequate nutrition challenging. This book considers the links between health, proper dietary treatment and management practices to increase our understanding of the needs of growing horses. In addition, it highlights various innovations in equine nutrition and management to ensure animal wellbeing.Veterinarians, animal nutritionist, and all stakeholders and people working in the horse industry will benefit from the presented knowledge. This book fills a literature gap to prevent health consequences and strengthen performance and physical development in equines.
Emerging Technologies for Water Supply, Conservation and Management (Springer Water)
by Etikala Balaji Golla Veeraswamy Prasad Mannala Sughosh MadhavThis book deals with the role of emerging technologies such as remote sensing and GIS and artificial intelligence/machine learning in water supply, conservation and management for sustainable development. These are low-cost new technologies that address current challenges dealing with large data sets, such as identifying spatial and temporal variations in water quality parameters and contaminants, groundwater potential zones and water supply and management issues. This book is helpful to show the paths of reducing the burden of time and cost and is the alternative options for the conventional practices in water supply, conservation and management. Further, the outcomings of this book are helpful for policy makers, researchers and readers.
Mathematical Optimization Theory and Operations Research: 22nd International Conference, MOTOR 2023, Ekaterinburg, Russia, July 2–8, 2023, Proceedings (Lecture Notes in Computer Science #13930)
by Michael Khachay Yury Kochetov Anton Eremeev Oleg Khamisov Vladimir Mazalov Panos PardalosThis book constitutes the refereed proceedings of the 22nd International Conference on Mathematical Optimization Theory and Operations Research, MOTOR 2023, held in Ekaterinburg, Russia, during July 2–8, 2023. The 28 full papers and 1 short paper included in this book were carefully reviewed and selected from 89 submissions. They were organized in topical sections as follows: Mathematical programming and applications; discrete and combinatorial optimization; stochastic optimization; scheduling; game theory; and optimal control and mathematical economics. The book also contains one invited talk in full paper length.
Proceedings of the Second International Conference on Innovations in Computing Research (Lecture Notes in Networks and Systems #721)
by Kevin Daimi Abeer Al SadoonThe Second International Conference on Innovations in Computing Research (ICR’23) brings together a diverse group of researchers from all over the world with the intent of fostering collaboration and dissemination of the innovations in computing technologies. The conference is aptly segmented into six tracks: Data Science, Computer and Network Security, Health Informatics and Medical Imaging, Computer Science and Computer Engineering Education, Internet of Things, and Smart Cities/Smart Energy. These tracks aim to promote a birds-of-the-same-feather congregation and maximize participation. The Data Science track covers a wide range of topics including complexity score for missing data, deep learning and fake news, cyberbullying and hate speech, surface area estimation, analysis of gambling data, car accidents predication model, augmenting character designers’ creativity, deep learning for road safety, effect of sleep disturbances on the quality of sleep, deep learning-based path-planning, vehicle data collection and analysis, predicting future stocks prices, and trading robot for foreign exchange. Computer and Network Security track is dedicated to various areas of cybersecurity. Among these are decentralized solution for secure management of IoT access rights, multi-factor authentication as a service (MFAaaS) for federated cloud environments, user attitude toward personal data privacy and data privacy economy, host IP obfuscation and performance analysis, and vehicle OBD-II port countermeasures. The Computer Science and Engineering Education track enfolds various educational areas, such as data management in industry–academia joint research: a perspective of conflicts and coordination in Japan, security culture and security education, training and awareness (SETA), influencing information security management, engaging undergraduate students in developing graphical user interfaces for NSF funded research project, and emotional intelligence of computer science teachers in higher education. On the Internet of Things (IoT) track, the focus is on industrial air quality sensor visual analytics, social spider optimization meta-heuristic for node localization optimization in wireless sensor networks, and privacy aware IoT-based fall detection with infrared sensors and deep learning. The Smart Cities and Smart Energy track spans various areas, which include, among others, research topics on heterogeneous transfer learning in structural health monitoring for high-rise structures and energy routing in energy Internet using the firefly algorithm.
Software Engineering Research in System Science: Proceedings of 12th Computer Science On-line Conference 2023, Volume 1 (Lecture Notes in Networks and Systems #722)
by Radek Silhavy Petr SilhavyThe latest advancements in software engineering are featured in this book, which contains the refereed proceedings of the part of the 12th Computer Science Online Conference 2023 (CSOC 2023), held online in April 2023. The software engineering research in system science session is focusing on the importance of software engineering in the field of system science. This section provides a platform for researchers to share their insights on modern research methodologies, machine learning, and statistical learning techniques in software engineering research. The session provides a unique opportunity for researchers and industry experts to explore the latest trends in software engineering and inspire future research directions. This session brings together experts from different fields to present their research and discuss the latest challenges and opportunities. One of the key themes of this session is the application of artificial intelligence in software engineering. Researchers are exploring how techniques can be used to automate various aspects of software engineering, such as testing, debugging, and maintenance. This helps improve the quality and efficiency of software development processes.
Artificial Intelligence Application in Networks and Systems: Proceedings of 12th Computer Science On-line Conference 2023, Volume 3 (Lecture Notes in Networks and Systems #724)
by Radek Silhavy Petr SilhavyThe application of artificial intelligence in networks and systems is a rapidly evolving field that has the potential to transform a wide range of industries. The refereed proceedings in this book is from the Artificial Intelligence Application in Networks and Systems session of the Computer Science Online Conference 2023 (CSOC 2023), which was held online in April 2023. The section brings together experts from different fields to present their research and discuss the latest trends and challenges. One of the key themes in this section is the development of intelligent systems that can learn, adapt, and optimize their performance in real time. Researchers are exploring how AI algorithms can be used to create autonomous networks and systems that can make decisions without human intervention. Furthermore, this section highlights the use of AI in improving network performance and efficiency. Researchers are exploring how AI algorithms can be used to optimize network routing, reduce congestion, and improve the quality of service. These efforts can help organizations save costs and improve user experience.
Networks and Systems in Cybernetics: Proceedings of 12th Computer Science On-line Conference 2023, Volume 2 (Lecture Notes in Networks and Systems #723)
by Radek Silhavy Petr SilhavyThe Networks and Systems in Cybernetics section continues to be a highly relevant and rapidly evolving area of research, encompassing modern advancements in informatics and cybernetics within network and system contexts. This field is at the forefront of developing cutting-edge technologies that can tackle complex challenges and improve various aspects of our lives. The latest research in this field is featured in this book, which provides a comprehensive overview of recent methods, algorithms, and designs. The book comprises the refereed proceedings of the Cybernetics Perspectives in Systems session of the 12th Computer Science Online Conference 2023 (CSOC 2023), which was held online in April 2023. The book offers a unique opportunity to explore the latest advances in cybernetics and informatics and their applications in a range of domains. It brings together experts from various disciplines to share their insights and collaborate on research that can shape the future of our world. One of the key themes of this section is the application of cybernetics in intelligent systems. This area has significant potential to revolutionize a range of industries. Researchers are exploring how cybernetic principles can be used to create intelligent systems that can learn, adapt, and optimize their performance over time.
AI and Cognitive Modelling for Education
by Boris Aberšek Andrej Flogie Igor PesekThis book offers a groundbreaking approach to bridging the gap between various disciplines involved in cognitive modeling in education. By drawing on the fields of learning, neuro science, cognitive science, neurobiology, and computer science, it provides a new perspective on how we can integrate these disciplines with education to create more effective learning environments. The main objective of this book is to delve into the ethical, sociological, and technological questions surrounding the introduction of intelligent and smart learning environments in education. By analyzing these issues, this book aims to bridge the gap between the various disciplines involved in cognitive modeling and education, while highlighting the benefits and risks associated with these advancements. With the emergence of AI-based tutors, coaches, and learning environments, students now have access to a new type of self-learning and self-training that was previously unavailable. Distance learning has become increasingly popular in recent years, and the use of computer-assisted learning tools has revolutionized the way we think about education. The goal of education must be to instill in students a desire to learn for themselves, and this can only be achieved through active, self-directed, and reflective learning. With intelligent tutoring systems, students are empowered to take an active role in their own education, rather than simply being passive recipients of information. This book offers practical strategies for teachers to facilitate this transition, enabling them to act as facilitators and guides rather than one-way communicators. By embracing this new approach to education, we can help students become lifelong learners who are equipped with the skills they need to succeed in the 21st century. As we cannot predict the future with certainty, the true effects of education may only be revealed in the long run, making it critical to understand the potential consequences of introducing these new learning tools. By exploring these complex topics, this book offers valuable insights for educators, policymakers, and anyone interested in the future of education.
Optimization Methods in Mathematical Modeling of Technological Processes (Mathematical Engineering)
by Alena Vagaská Miroslav Gombár Anton PandaThis book focuses on selected methods of applied mathematics that are aimed at mathematical optimization, with an emphasis on their application in engineering practice. It delves into the current mathematical modeling of processes and systems, with a specific focus on the optimization modeling of technological processes. The authors discuss suitable linear, convex, and nonlinear optimization methods for solving problems in engineering practice. Real-world examples and data are used to numerically illustrate the implementation of these methods, utilizing the popular MATLAB software system and its extension to convex optimization. The book covers a wide range of topics, including mathematical modeling, linear programming, convex programming, and nonlinear programming, all with an engineering optimization perspective. It serves as a comprehensive guide for engineers, researchers, and students interested in the practical application of optimization methods in engineering.