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Applications of computational intelligence in data-driven trading
The main purpose of this book is pedagogical in nature, and it is specifically aimed at defining an adequate level of engineering and scientific clarity when it comes to the usage of the term “Artificial Intelligence,” especially as it relates to the financial industry.
Analysis and Algorithms for Service Parts Supply Chains
Services requiring parts has become a $1.5 trillion business annually worldwide, creating a tremendous incentive to manage the logistics of these parts efficiently by making planning and operational decisions in a rational and rigorous manner. This book provides a broad overview of modeling approaches and solution methodologies for addressing service parts inventory problems found in high-powered technology and aerospace applications. The focus in this work is on the management of high cost, low demand rate service parts found in multi-echelon settings. This unique book, with its breadth of topics and mathematical treatment, begins by first demonstrating the optimality of an order-up-to policy [or (s-1,s)] in certain environments. This policy is used in the real world and studied throughout the text. The fundamental mathematical building blocks for modeling and solving applications of stochastic process and optimization techniques to service parts management problems are summarized extensively. A wide range of exact and approximate mathematical models of multi-echelon systems is developed and used in practice to estimate future inventory investment and part repair requirements.
An annotated timeline of operations research: An informal history
An Annotated Timeline of Operations Research: An Informal History recounts the evolution of Operations Research (OR) as a new science - the science of decision making. Arising from the urgent operational issues of World War II, the philosophy and methodology of OR has permeated the resolution of decision problems in business, industry, and government. The Timeline chronicles the history of OR in the form of self-contained, expository entries. Each entry presents a concise explanation of the events and people under discussion, and provides key sources where further relevant information can be obtained. In addition, books and papers that have influenced the development of OR or helped to educate the first generations of OR academics and practitioners are cited throughout the book.
Ambiguities in Decision-oriented Life Cycle Inventories: The Role of Mental Models and Values
Shows for the first time how mental models and values influence this attribution in the life cycle inventory step of LCA. One of the key findings is that the different management rules for a sustainable use of materials must be taken into account for the attribution of material and energy flows to a product. Otherwise, improvement options recommended by an LCA might turn out to even worsen the environmental situation if reassessed from a meta-perspective. As a consequence of this book, the claim of unambiguitiy (‘objectivity’) of the life cycle inventory must be abandoned. A group-model building process for LCA is developed that allows one to grasp the decision makers' mental models and values in the inventory analysis on a case- and situation-specific basis. Only by this, LCA results will become relevant in a decision-making process. Two case studies on the modelling of recycling and other end-of-life options of aluminium windows and beech wood railway sleepers in LCA complement the methodological part.
AI in marketing : Applications, insights, and analysis
AI in marketing equips students with the knowledge to understand the impact of artificial intelligence (AI) on marketing strategies, processes, and activities, empowering them to navigate the AI-driven marketing landscape confidently. divided into four parts, it provides a comprehensive exploration of AI's transformative role in marketing. the first part lays the groundwork, offering foundational insights into the intersection of AI and marketing. Part II explores the various applications of AI in marketing, and the tools marketers use to optimize their processes and deliver enhanced customer experiences. the third part focuses on leveraging AI for consumer insights, enabling marketers to craft data-driven strategies. the final part examines ethical considerations and the pedagogical integration of AI into marketing education.
Advertising management : Concepts, theories, research and trends
Explores the concept of advertising and the different ways advertising is understood and evaluated. It dives deep into planning, designing, and executing advertising campaigns on different mediums. It discusses the theoretical and research parts of advertising by critically examining how over the years various hierarchical models and theories are developed by advertising experts. It examines various models and theories that explain why and how advertising is successful in persuading customers target audiences to buy a product or accept an idea for behavioural change.
Advances in decision making under risk and uncertainty
Whether we like it or not we all feel that the world is uncertain. From choosing a new technology to selecting a job, we rarely know in advance what outcome will result from our decisions. Unfortunately, the standard theory of choice under uncertainty developed in the early forties and fifties turns out to be too rigid to take many tricky issues of choice under uncertainty into account. The good news is that we have now moved away from the early descriptively inadequate modeling of behavior. This book brings the reader into contact with the accomplished progress in individual decision making through the most recent contributions to uncertainty modeling and behavioral decision making. It also introduces the reader into the many subtle issues to be resolved for rational choice under uncertainty.
Adaptive Scalarization Methods in Multiobjective Optimization
This book presents new adaptive solution methods for multiobjective optimization problems based on parameter dependent scalarizations. With the help of sensitivity results an adaptive parameter control is developed so that high-quality approximations of the efficient set are generated. These examinations are based on a general scalarization approach for arbitrary partial orderings defined by a closed pointed convex cone in the objective space. The application of the results to many other well-known scalarization methods is also presented. Background material of multiobjective optimization and scalarization approaches is concisely summarized at the beginning. The effectiveness of these new methods is demonstrated by test problems and a recent problem in intensity-modulated radiotherapy. The book concludes with a further application: a procedure for solving multiobjective bilevel optimization problems.
Across the Sahara : Tracks, trade and cross-cultural exchange in Libya
This book provides a multi-perspective approach to the caravan trade in the Sahara during the 19th century. Based on travelogues from European travelers, recently found Arab sources, historical maps and results from several expeditions, the book gives an overview of the historical periods of the caravan trade as well as detailed information about the infrastructure which was necessary to establish those trade networks.
Accounting, Cash Flow and Value Relevance
Investigates the value relevance of the operating cash flow as reported under the International Financial Reporting Standards (IAS/IFRS) for the largest European listed companies and US listed companies in the past recent years. Using the model based on the valuation theory developed by Ohlson, which measures the market value of equity as a function of accounting variables, the author concludes that operating cash flow represents a significant variable in determining the value relevance of the largest European and US listed companies. These findings provide siginificant implications for standard setters and support the continued requirements for disclosure of cash flow information under IAS 7.
Accounting : What the numbers mean
Designed for non-majors, Accounting: What the Numbers Mean, guides students through the basics: what accounting information is, how it is developed, how it is used, and what it means. Financial statements are examined to learn what they do and do not communicate, enhancing the student’s decision-making and problem-solving abilities from a user perspective.
A Theory of Marketing : Outline of a Social Systems Perspective
Marketing has become one of the most influential forces in contemporary market economies. Yet despite ubiquitous empirical presence, uncountable textbook definitions, and sixty years of scholarly work, a coherent sociological understanding of this powerful concept is still amiss. Drawing on Luhmannian social systems theory, historical analysis, and four qualitative studies, the author theorizes on the marketing function as a self-contained system of communications. It is argued that marketing systems prosper within a host organization if and as long as they successfully influence observers' preferences towards particular brands. On these conceptual foundations a comprehensive brand- and communication-centered theory is developed that fulfills Alderson', Cox' and Bartels' foundational requirements for a general theory of marketing in an unprecedented way.
A Risk-Benefit Perspective on Early Customer Integration
Customer integration in the early innovation phase has been considered the method of choice in theory and practice. Growing experience with the concept has shown unexpected side effects that may even outweigh its recognized advantages. Therefore, management needs to be able to assess in advance whether the involvement of customers will add overall value to each particular innovation project. To support but not to replace the final managerial decision, a mathematical formula is developed. It can be applied to all kinds of process structures, takes into account the risks and benefits contingent on a company's situation as well as risk-reducing and benefit-increasing measures and translates them into numerical values. The resulting figure indicates the prospective value of customer integration in a specific project.
Aesthetics in digital photography
Aesthetics in Digital Photography presents theories developed over the last 25 centuries by philosophers and art critics, who have sometimes been governed by the objectivity of perception, and other times, of course, by the subjectivity of human judgement. It explores the advances that have been made in neuro-aesthetics and their current limitations.
Building from tradition : Local materials and methods in contemporary architecture
Examines the recent resurgence of interest in the handmade building and the use of local and renewable materials in contemporary construction. In the past, raw materials were shaped to provide shelter and to accommodate the cultural, social, and economic needs of individuals and communities. This is still true today as architects, engineers, and builders turn once again to local resources and methods, not simply for constructing buildings, but also as a strategy for supporting social engagement, sustainable development, and cultural continuity. Building from Tradition features global case studies that allow readers to understand how building practices-developed and refined by previous generations-continue to be adapted to suit a broad range of cultural and environmental contexts. The book provides: a survey of historical and technical information about geologic and plant-based materials such as: stone, earth, reed and grass, wood, and bamboo; 24 detailed case studies examining the disadvantages and benefits to using traditional materials and methods and how they are currently being integrated with contemporary construction practices
Kuwabara Payne McKenna Blumberg Architects
Kuwabara Payne McKenna Blumberg Architects, founded in 1987 in Toronto, is one of most innovative architectural offi ces in North America today. They have made a name for themselves both for their integrated design process embodying collaboration with experts, clients and future users as well as the diversity of their aesthetically refined and finely detailed designs. The work ranges from cultural institutions such as the Toronto International Film Festival and Orchestra Hall in Minneapolis to ecologically innovative concepts such as Manitoba Hydro Place in Winnipeg, developed with leading climate engineers Transsolar of Stuttgart.
Bath planning : Guidelines, codes, standards
The most authoritative resource available on the subject, containing everything a professional needs to know to design a safe, functional, effective, and attractive bath. Based on the National Kitchen and Bath Association's Kitchen and Bathroom Planning Guidelines and the related Access Standards, this book presents the best practices developed by the Association's committee of professionals through extensive research.
Basic perspective drawing : A visual approach
Introduces students, both those in formal design courses and self-learners, to the basic principles and techniques of perspective drawing. Clear and accessible illustrations show how to construct perspective views one step at a time. The new, streamlined Sixth Edition contains must-have content for students and instructors in art and design, architecture, and interior design programs. Updated illustrations reflect the most current drawing styles and examples while supplementary tutorial videos, grouped by architectural disciplines, interior design, and studio art/illustration, provide live-action demonstrations of key topics discussed in the book.
Architecture and the housing question
Examines how the design and provision of housing around the world have become central both to competing political projects and to the architecture profession. How have architects acting as housing experts helped alleviate or enforce class, race, and gender inequality? What are the disciplinary implications of taking on shelter for the multitude as an architectural assignment and responsibility? The book features essays in the historiography of architecture and the housing question, and a collection of historical case studies from Belgium, China, France, Ghana, the Netherlands, Kenya, the Soviet Union, Turkey, and the United States.
Basics Masonry Construction - Basics
Masonry construction is usually the top priority in the constructive exercises during the course. The basic principles of dimensions, construction and component joining are developed using simple masonry structures. Topics: Material and dimensions Building physics and load-bearing properties Typical associations Components Execution of masonry
