Metaheuristics for Resource Deployment under Uncertainty in Complex Systems analyzes how to set locations for the deployment of resources to incur the best performance at the lowest cost. Resources can be static nodes and moving nodes while services for a specific area or for customers can be provided. Theories of modeling and solution techniques are used with uncertainty taken into account and real-world applications used. The authors present modeling and metaheuristics for solving resource deployment problems under uncertainty while the models deployed are related to stochastic programming, robust optimization, fuzzy programming, risk management, and single/multi-objective optimization. The resources are heterogeneous and can be sensors and actuators providing different tasks. Both separate and cooperative coverage of the resources are analyzed. Previous research has generally dealt with one type of resource and considers static and deterministic problems, so the book breaks new ground in its analysis of cooperative coverage with heterogeneous resources and the uncertain and dynamic properties of these resources using metaheuristics. This book will help researchers, professionals, academics, and graduate students in related areas to better understand the theory and application of resource deployment problems and theories of uncertainty, including problem formulations, assumptions, and solution methods.

What happens when everything falls away, when those you call on in times of need are themselves calling out for rescue? In his highly anticipated second collection, Chen Chen continues his exploration of family, both blood and chosen, examining what one inherits and what one invents, as a queer Asian American living through an era of Trump, mass shootings and the COVID-19 pandemic. With unexpected playfulness and irrepressible humour, these anarchic poems celebrate life, despite all that would crush aliveness. Hybrid in form and set in New England, West Texas and a landlocked province of China, among other places, Your Emergency Contact Has Experienced an Emergency refuses neat categorisations and pat answers. Instead, the book offers an insatiable curiosity about how it is we keep finding ways to hold one another. Chen Chen's debut When I Grow Up I Want to Be a List of Further Possibilities was published in the UK by Bloodaxe in 2019.

Metaheuristics for Resource Deployment under Uncertainty in Complex Systems analyzes how to set locations for the deployment of resources to incur the best performance at the lowest cost. Resources can be static nodes and moving nodes while services for a specific area or for customers can be provided. Theories of modeling and solution techniques are used with uncertainty taken into account and real-world applications used. The authors present modeling and metaheuristics for solving resource deployment problems under uncertainty while the models deployed are related to stochastic programming, robust optimization, fuzzy programming, risk management, and single/multi-objective optimization. The resources are heterogeneous and can be sensors and actuators providing different tasks. Both separate and cooperative coverage of the resources are analyzed. Previous research has generally dealt with one type of resource and considers static and deterministic problems, so the book breaks new ground in its analysis of cooperative coverage with heterogeneous resources and the uncertain and dynamic properties of these resources using metaheuristics. This book will help researchers, professionals, academics, and graduate students in related areas to better understand the theory and application of resource deployment problems and theories of uncertainty, including problem formulations, assumptions, and solution methods.

Over the past two decades, the banking industry has expanded and consolidated at a stunningly unprecedented speed. In this time banks have also moved from focusing purely on commercial banking activities to being heavily involved in market-based and transaction-oriented wholesale and investment banking activities. By carrying out an all-encompassing set of activities, banks have become large, complex, interconnected, and inclined to levels of risk-taking not previously seen. With the onset of the 2008 global financial crisis it became apparent that there was an issue of institutions being too big to fail. This book analyses the too-big-to-fail problem of banks in the EU. It approaches the topic from an interdisciplinary perspective using behavioural finance as a tool to examine the occurrence of the global financial crisis and the emergence of the structural problem in large banking institutions. The book draws a comparison between the EU, the US and the UK and the relevant rules to assess the effectiveness of various approaches to regulation in a global context. Chen Chen Hu goes on to use behavioural analyses to provide new insights in evaluating the current structural reform rules in the EU Proposal on Bank Structural Regulation and the newly adopted bank recovery and resolution regime in the EU Bank Recovery and Resolution Directive and the Single Resolution Mechanism (SRM) in the Single Resolution Regulation.

This book explores the concept of a fourth industrial revolution as an expression of the current technological, economic, and social changes sparked by the growing interconnectivity and intelligent automation that have emerged in the 21st century. It seeks to identify and explain the legal challenges posed by this phenomenon in four main areas: content, economy, security, and people.Part I, Content, considers e.g. the problems posed by new uses of protected works in the digital environment, and the new rules on liability for intermediary services contained in the Digital Services Act.Part II, Economy, is particularly concerned with the regulation of Big Tech in the EU’s Digital Markets Act, ecommerce and EU consumers’ rights, the taxation of online platforms, and digital advertising.Part III, Security, addresses the European Union Strategy for Cybersecurity, the use of biometric data systems and facial recognition technologies for law enforcement purposes, and the security implications of the Proposal for an EU Regulation on Artificial Intelligence, as well as the challenges entailed by the European Union’s positioning itself as a major cyber defence actor.Part IV, People, discusses the Data Protection Litigation System under the GDPR, the right to disconnect from work, the proposed EU Catalogue of Fundamental Digital Rights, the countering of terrorist propaganda online through the TERREG and the DSA, and AI and Fundamental Rights.

In this ferocious and tender debut, Chen Chen investigates inherited forms of love and family - the strained relationship between a mother and son, the cost of necessary goodbyes - all from Asian American, immigrant and queer perspectives. Holding all accountable, this refreshingly candid and entertainingly provocative collection fully embraces the loss, grief, and abundant joy that come with charting one's own path in identity, life and love. Foreword by Jericho Brown.

This book explores the application of a significant discussion approach, Quality Talk, to English learning in Taiwanese college classrooms. Quality Talk has been found to successfully enhance students' reading comprehension and higher-level thinking in American contexts. It offers an introduction to Quality Talk and demonstrates how it can be implemented in college level English classes. It addresses students' three levels of English proficiency: elementary, intermediate, and advanced. The respective chapters discuss a range of aspects: students' language proficiency levels, students' own viewpoints on the discussion approach, students' academic backgrounds, teaching materials, and culture-based learning. Readers will gain valuable insights into the Quality Talk approach and how it can be implemented in the classroom.

This book explores the application of a significant discussion approach, Quality Talk, to English learning in Taiwanese college classrooms. Quality Talk has been found to successfully enhance students' reading comprehension and higher-level thinking in American contexts. It offers an introduction to Quality Talk and demonstrates how it can be implemented in college level English classes. It addresses students' three levels of English proficiency: elementary, intermediate, and advanced. The respective chapters discuss a range of aspects: students' language proficiency levels, students' own viewpoints on the discussion approach, students' academic backgrounds, teaching materials, and culture-based learning. Readers will gain valuable insights into the Quality Talk approach and how it can be implemented in the classroom.

This book gathers the latest advances, innovations and applications in the field of robotics and mechatronics, as presented by leading international researchers and engineers at the 6th IFToMM International Symposium on Robotics and Mechatronics (ISRM), held in Taipei, Taiwan, on October 28-30, 2019. It covers highly diverse topics, including mechanism synthesis, analysis, and design, kinematics and dynamics of multibody systems, modelling and simulation, sensors and actuators, novel robotic systems, industrial- and service-related robotics and mechatronics, medical robotics, and historical developments in robotics and mechatronics. The contributions, which were selected through a rigorous international peer-review process, share exciting ideas that spur novel research directions and foster new, multidisciplinary collaborations.

This book introduces the sources and historic collection campaigns of resource allocation in wireless communication systems. The unique characteristics of MIMO-OFDMA systems are thoroughly studied and summarized. Remarks on resource allocation and spectrum sharing are also presented, which demonstrate the great value of resource allocation techniques, but also introduce distinct challenges of resource allocation in MIMO-OFDMA systems. Novel resource allocation techniques for OFDMA Systems are surveyed from various applications (e.g., for unicast, or multicast with Guaranteed BER and Rate, subcarrier and power allocation with various detectors, low-complexity energyefficient resource allocation, etc.) in this book. Due to the high mobility and low latency requirements of 5G wireless communications, this book discusses how to deal with the imperfect CSI. It also discusses how to deal with e.g., throughput maximization, outage probabilities maximization and guarantee, energy efficiency, physical-layer security issues with feedback channel capacity constraints, in order to characterize and understand the applications of practical scenes. This book will target professionals & researchers working in the fields of Wireless Communications and Networking, Resource Allocation and Transmissions. Advanced-level students in electrical engineering and computer science will also find this book useful as a secondary textbook.

This book gathers the latest advances, innovations and applications in the field of robotics and mechatronics, as presented by leading international researchers and engineers at the 6th IFToMM International Symposium on Robotics and Mechatronics (ISRM), held in Taipei, Taiwan, on October 28-30, 2019. It covers highly diverse topics, including mechanism synthesis, analysis, and design, kinematics and dynamics of multibody systems, modelling and simulation, sensors and actuators, novel robotic systems, industrial- and service-related robotics and mechatronics, medical robotics, and historical developments in robotics and mechatronics. The contributions, which were selected through a rigorous international peer-review process, share exciting ideas that spur novel research directions and foster new, multidisciplinary collaborations.

This book introduces the sources and historic collection campaigns of resource allocation in wireless communication systems. The unique characteristics of MIMO-OFDMA systems are thoroughly studied and summarized. Remarks on resource allocation and spectrum sharing are also presented, which demonstrate the great value of resource allocation techniques, but also introduce distinct challenges of resource allocation in MIMO-OFDMA systems. Novel resource allocation techniques for OFDMA Systems are surveyed from various applications (e.g., for unicast, or multicast with Guaranteed BER and Rate, subcarrier and power allocation with various detectors, low-complexity energyefficient resource allocation, etc.) in this book. Due to the high mobility and low latency requirements of 5G wireless communications, this book discusses how to deal with the imperfect CSI. It also discusses how to deal with e.g., throughput maximization, outage probabilities maximization and guarantee, energy efficiency, physical-layer security issues with feedback channel capacity constraints, in order to characterize and understand the applications of practical scenes. This book will target professionals & researchers working in the fields of Wireless Communications and Networking, Resource Allocation and Transmissions. Advanced-level students in electrical engineering and computer science will also find this book useful as a secondary textbook.

The chapters in this edited book are written by some authors who have presented very high quality papers at the 2015 International Symposium of Next-Generation Electronics (ISNE 2015) held in Taipei, Taiwan. The ISNE 2015 was intended to provide a common forum for researchers, scientists, engineers, and practitioners throughout the world to present their latest research findings, ideas, developments, and applications in the general areas of electron devices, integrated circuits, and microelectronic systems and technologies. The scope of the conference includes the following topics: A. Green Electronics B. Microelectronic Circuits and Systems C. Integrated Circuits and Packaging Technologies D. Computer and Communication Engineering E. Electron Devices F. Optoelectronic and Semiconductor Technologies The technical program consisted of 4 plenary talks, 23 invited talks, and more than 250 contributed oral and poster presentations. Plenary speakers were recognized experts in their fields, and their talks focused on leading-edge technologies including: "The Future Lithographic Technology for Semiconductor Fabrication" by Dr. Alek C. Chen, Asia ASML, Taiwan. "Detection of Single Traps and Characterization of Individual Traps: Beginning of Atomistic Reliability Physics" by Prof. Toshiaki Tsuchiya, Shimane University, Japan. "The Art and Science of Packaging High-Coupling Photonics Devices and Modules", by Prof. Wood-Hi Cheng, National Chung-Hsing University, Taiwan. "Prospect and Outlook of Electrostatic Discharge (ESD) Protection in Emerging Technologies", by Prof. Juin J. Liou, University of Central Florida, USA. After a rigorous review process, the ISNE 2015 technical program committee has selected 10 outstanding presentations and invited the authors to prepare extended chapters for inclusion in this edited book. Of the 10 chapters, five are focused on the subject of electronic devices, and the other covers the circuit designs for various applications. The authors are working at the academia in Austria, United States, Korea, and Taiwan. The guest editors would like to take this opportunity to express our sincere gratitude to all the members of the ISNE 2015 technical program committees for reviewing the papers and selecting the manuscripts for the edited book. We also thank all the authors for their valuable and excellent contributions to the book.

This book focuses on information literacy in higher education from Asian countries. It explores the changing concepts, philosophies, learning environments, and technological environments of information literacy and discusses how information literacy education in universities should be carried out in the context of the information literacy framework. It also analyses the research focus and trends of information literacy education in universities in the past ten years worldwide and Asia by using the bibliometric method as well as the information literacy education models of universities in Asian countries. In addition, this book also explains the current status of information literacy education and related issues in Taiwan, Japan, Hong Kong, Malaysia, Thailand and Vietnam. The target audience of this book is mainly university librarians, school librarians, the faculty and students of library and information sciences, information education and technology education related departments worldwide.

Over the past two decades, the banking industry has expanded and consolidated at a stunningly unprecedented speed. In this time banks have also moved from focusing purely on commercial banking activities to being heavily involved in market-based and transaction-oriented wholesale and investment banking activities. By carrying out an all-encompassing set of activities, banks have become large, complex, interconnected, and inclined to levels of risk-taking not previously seen. With the onset of the 2008 global financial crisis it became apparent that there was an issue of institutions being too big to fail. This book analyses the too-big-to-fail problem of banks in the EU. It approaches the topic from an interdisciplinary perspective using behavioural finance as a tool to examine the occurrence of the global financial crisis and the emergence of the structural problem in large banking institutions. The book draws a comparison between the EU, the US and the UK and the relevant rules to assess the effectiveness of various approaches to regulation in a global context. Chen Chen Hu goes on to use behavioural analyses to provide new insights in evaluating the current structural reform rules in the EU Proposal on Bank Structural Regulation and the newly adopted bank recovery and resolution regime in the EU Bank Recovery and Resolution Directive and the Single Resolution Mechanism (SRM) in the Single Resolution Regulation.

Networks naturally appear in many high-impact domains, ranging from social network analysis to disease dissemination studies to infrastructure system design. Within network studies, network connectivity plays an important role in a myriad of applications. The diversity of application areas has spurred numerous connectivity measures, each designed for some specific tasks. Depending on the complexity of connectivity measures, the computational cost of calculating the connectivity score can vary significantly. Moreover, the complexity of the connectivity would predominantly affect the hardness of connectivity optimization, which is a fundamental problem for network connectivity studies. This book presents a thorough study in network connectivity, including its concepts, computation, and optimization. Specifically, a unified connectivity measure model will be introduced to unveil the commonality among existing connectivity measures. For the connectivity computation aspect, the authors introduce the connectivity tracking problems and present several effective connectivity inference frameworks under different network settings. Taking the connectivity optimization perspective, the book analyzes the problem theoretically and introduces an approximation framework to effectively optimize the network connectivity. Lastly, the book discusses the new research frontiers and directions to explore for network connectivity studies. This book is an accessible introduction to the study of connectivity in complex networks. It is essential reading for advanced undergraduates, Ph.D. students, as well as researchers and practitioners who are interested in graph mining, data mining, and machine learning.

This book offers an overview of traditional big visual data analysis approaches and provides state-of-the-art solutions for several scene comprehension problems, indoor/outdoor classification, outdoor scene classification, and outdoor scene layout estimation. It is illustrated with numerous natural and synthetic color images, and extensive statistical analysis is provided to help readers visualize big visual data distribution and the associated problems. Although there has been some research on big visual data analysis, little work has been published on big image data distribution analysis using the modern statistical approach described in this book. By presenting a complete methodology on big visual data analysis with three illustrative scene comprehension problems, it provides a generic framework that can be applied to other big visual data analysis tasks.

Intelligent multimedia involves the computer processing and understanding of perceptual input from speech, text, videos and images. Reacting to these inputs is complex and involves research from engineering, computer science and cognitive science. Intelligent multimedia processing deals with the analysis of images and videos to extract useful information for numerous applications including medical imaging, robotics, remote sensing, autonomous driving, AR/VR, law enforcement, biometrics, multimedia enhancement and reconstruction, agriculture, and security. Intelligent multimedia processing and computer vision have seen an upsurge over the last few years. With the increasing use of intelligent multimedia processing techniques in various sectors, the requirement for fast and reliable techniques to analyse and process multimedia content is increasing day by day. Intelligent Multimedia Processing and Computer Vision: Techniques and applications reviews cutting edge research in the areas of intelligent multimedia processing and computer vision techniques and applications with a particular emphasis on interdisciplinary approaches and novel solutions. The book is aimed at practicing engineers, scientists, technology professionals, researchers and advanced students in the fields of multimedia processing and security, image processing, computer vision, biometrics, intelligent and smart technologies, machine learning and deep learning, and autonomous systems.

Climate change is among humanity's greatest challenges, and the Middle East and Central Asia region is on the frontlines of its human, economic, and physical ramifications. Much of the region is located in already difficult climate zones, where global warming exacerbates desertification, water stress, and rising sea levels. This trend entails fundamental economic disruptions, endangers food security, and undermines public health, with ripple effects on poverty and inequality, displacement, and conflict. Considering the risks posed by climate change, the central message of this departmental paper is that adapting to climate change by boosting resilience to climate stresses and disasters is a critical priority for the region's economies.

What happens when everything falls away, when those you call on in times of need are themselves calling out for rescue? In his highly anticipated second collection, Chen Chen continues his investigation of family, both blood and chosen, examining what one inherits and what one invents, as a queer Asian American living through an era of Trump, mass shootings, and the COVID-19 pandemic. Always at work in the wrecked heart of this new collection is a switchboard operator, picking up and connecting calls. Raucous 2 a.m. prank calls. Whispered-in-a-classroom emergency calls. And sometimes, its pages record the dropping of a call, a failure or refusal to pick up. With irrepressible humor and play, these anarchic poems celebrate life, despite all that would crush aliveness. Hybrid in form and set in New England, West Texas, and a landlocked province of China, among other places, Your Emergency Contact Has Experienced an Emergency refuses neat categorizations and pat answers. Instead, the book offers an insatiable curiosity about how it is we keep finding ways to hold onto one another.

In this ferocious and tender debut, Chen Chen investigates inherited forms of love and family--the strained relationship between a mother and son, the cost of necessary goodbyes--all from Asian American, immigrant, and queer perspectives. Holding all accountable, this collection fully embraces the loss, grief, and abundant joy that come with charting one's own path in identity, life, and love. In the Hospital My mother was in the hospital & everyone wanted to be my friend. But I was busy making a list: good dog, bad citizen, short skeleton, tall mocha. Typical Tuesday. My mother was in the hospital & no one wanted to be her friend. Everyone wanted to be soft cooing sympathies. Very reasonable pigeons. No one had the time & our solution to it was to buy shinier watches. We were enamored with what our wrists could declare. My mother was in the hospital & I didn't want to be her friend. Typical son. Tall latte, short tale, bad plot, great wifi in the atypical cafe. My mother was in the hospital & she didn't want to be her friend. She wanted to be the family grocery list. Low-fat yogurt, firm tofu. She didn't trust my father to be it. You always forget something, she said, even when I do the list for you. Even then. Chen Chen was born in Xiamen, China, and grew up in Massachusetts. His work has appeared in two chapbooks and in such publications as Poetry, Gulf Coast, Indiana Review, Best of the Net, and The Best American Poetry. The recipient of the 2016 A. Poulin, Jr. Poetry Prize, he has been awarded fellowships from Kundiman, the Saltonstall Foundation, Lambda Literary, and in 2015, he was a finalist for the Ruth Lilly and Dorothy Sargent Rosenberg Poetry Fellowships. He earned his BA at Hampshire College and his MFA at Syracuse University. Currently, he is pursuing a PhD in English and Creative Writing at Texas Tech University. Chen lives in Lubbock, Texas, with his partner, Jeff Gilbert, and their pug dog, Rupert Giles.