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Minority Games by Damien Challet,Matteo Marsili,Yi-Cheng Zhang Pdf
The Minority Game is a physicist's attempt to explain market behaviour by the interaction between traders. With a minimal set of ingredients and drastic assumptions, this model reproduces market ecology among different types of traders. Its emphasis is on speculative trading and information flow. The book first describes the philosophy lying behind the conception of the Minority Game in 1997, and includes in particular a discussion about the El Farol bar problem. It then reviews the main steps in later developments, including both the theory and its applications to market phenomena. 'Minority Games' gives a colourful and stylized, but also realistic picture of how financial markets operate.
The Mathematical Theory of Minority Games by A. C. C. Coolen Pdf
Minority games are simple mathematical models initially designed to understand the co-operative phenomena observed in markets. Their core ingredients are large numbers of interacting decision-making agents, each aiming for personal gain in an artificial `market' by trying to anticipate (on the basis of incomplete information, and with an element of irrationality) the actions of others. Gain is made by those who subsequently find themselves in the minority group, e.g. those who end up buying when most wish to sell or vice versa. Aimed at researchers and students in physics, mathematics and economics this text describes the mathematical theory of Minority Games from a statistical mechanics viewpoint. It provides a detailed and explicit introduction to the advanced mathematical analysis of these models, describes the potential and restrictions of physical methods in solving agent based market models, and outlines how different mathematical approaches are related.
Digital Games for Minority Student Engagement: Emerging Research and Opportunities by Misra, Rupanada,Eyombo, Leo,Phillips, Floyd T. Pdf
Due to various challenges within the public-school system, such as underfunding, lack of resources, and difficulty retaining and recruiting teachers of color, minority students have been found to be underperforming compared to their majority counterparts. Minority students deserve quality public education, which can only happen if the gap in equity and access is closed. In order to close this achievement gap between the majority and minority groups, it is critical to increase the learning gains of the minority students. Digital Games for Minority Student Engagement: Emerging Research and Opportunities is an essential reference source that argues that digital games can potentially help to solve the problems of minority students’ insufficient academic preparation, and that a game-based learning environment can help to engage these students with the content and facilitate academic achievement. Featuring research on topics such as education policy, interactive learning, and student engagement, this book is ideally designed for educators, principals, policymakers, academicians, administrators, researchers, and students.
Biologically Inspired Approaches to Advanced Information Technology by Auke Jan Ijspeert,Masayuki Murata,Naoki Wakamiya Pdf
The evolution of the Internet has led us to the new era of the information infrastructure. As the information systems operating on the Internet are getting larger and more complicated, it is clear that the traditional approaches based on centralized mechanisms are no longer meaningful. One typical example can be found in the recent growing interest in a P2P (peer-to-peer) computing paradigm. It is quite different from the Web-based client-server systems, which adopt essentially centralized management mechanisms. The P2P computing environment has the potential to overcome bottlenecks in Web computing paradigm, but it introduces another difficulty, a scalability problem in terms of information found, if we use a brute-force flooding mechanism. As such, conventional information systems have been designed in a centralized fashion. As the Internet is deployed on a world scale, however, the information systems have been growing, and it becomes more and more difficult to ensure fau- free operation. This has long been a fundamental research topic in the field. A complex information system is becoming more than we can manage. For these reasons, there has recently been a significant increase in interest in biologically inspired approaches to designing future information systems that can be managed efficiently and correctly.
Game Theory and Learning for Wireless Networks by Samson Lasaulce,Hamidou Tembine Pdf
Written by leading experts in the field, Game Theory and Learning for Wireless Networks Covers how theory can be used to solve prevalent problems in wireless networks such as power control, resource allocation or medium access control. With the emphasis now on promoting ‘green’ solutions in the wireless field where power consumption is minimized, there is an added focus on developing network solutions that maximizes the use of the spectrum available. With the growth of distributed wireless networks such as Wi-Fi and the Internet; the push to develop ad hoc and cognitive networks has led to a considerable interest in applying game theory to wireless communication systems. Game Theory and Learning for Wireless Networks is the first comprehensive resource of its kind, and is ideal for wireless communications R&D engineers and graduate students. Samson Lasaulce is a senior CNRS researcher at the Laboratory of Signals and Systems (LSS) at Supélec, Gif-sur-Yvette, France. He is also a part-time professor in the Department of Physics at École Polytechnique, Palaiseau, France. Hamidou Tembine is a professor in the Department of Telecommunications at Supélec, Gif-sur-Yvette, France. Merouane Debbah is a professor at Supélec, Gif-sur-Yvette, France. He is the holder of the Alcatel-Lucent chair in flexible radio since 2007. The first tutorial style book that gives all the relevant theory, at the right level of rigour, for the wireless communications engineer Bridges the gap between theory and practice by giving examples and case studies showing how game theory can solve real world resource allocation problems Contains algorithms and techniques to implement game theory in wireless terminals
Mathematical Modeling of Collective Behavior in Socio-Economic and Life Sciences by Giovanni Naldi,Lorenzo Pareschi,Giuseppe Toscani Pdf
Using examples from finance and modern warfare to the flocking of birds and the swarming of bacteria, the collected research in this volume demonstrates the common methodological approaches and tools for modeling and simulating collective behavior. The topics presented point toward new and challenging frontiers of applied mathematics, making the volume a useful reference text for applied mathematicians, physicists, biologists, and economists involved in the modeling of socio-economic systems.
Fundamentals of Cognitive Radio by Peyman Setoodeh,Simon Haykin Pdf
A comprehensive treatment of cognitive radio networks and the specialized techniques used to improve wireless communications The human brain, as exemplified by cognitive radar, cognitive radio, and cognitive computing, inspires the field of Cognitive Dynamic Systems. In particular, cognitive radio is growing at an exponential rate. Fundamentals of Cognitive Radio details different aspects of the human brain and provides examples of how it can be mimicked by cognitive dynamic systems. The text offers a communication-theoretic background, including information on resource allocation in wireless networks and the concept of robustness. The authors provide a thorough mathematical background with data on game theory, variational inequalities, and projected dynamic systems. They then delve more deeply into resource allocation in cognitive radio networks. The text investigates the dynamics of cognitive radio networks from the perspectives of information theory, optimization, and control theory. It also provides a vision for the new world of wireless communications by integration of cellular and cognitive radio networks. This groundbreaking book: Shows how wireless communication systems increasingly use cognition to enhance their networks Explores how cognitive radio networks can be viewed as spectrum supply chain networks Derives analytic models for two complementary regimes for spectrum sharing (open-access and market-driven) to study both equilibrium and disequilibrium behaviors of networks Studies cognitive heterogeneous networks with emphasis on economic provisioning for resource sharing Introduces a framework that addresses the issue of spectrum sharing across licensed and unlicensed bands aimed for Pareto optimality Written for students of cognition, communication engineers, telecommunications professionals, and others, Fundamentals of Cognitive Radio offers a new generation of ideas and provides a fresh way of thinking about cognitive techniques in order to improve radio networks.
Computational Collective IntelligenceTechnologies and Applications by Piotr Jedrzejowicz,Ngoc Thanh Nguyen,Kiem Hoang Pdf
The two-volume set LNAI 6922 and LNAI 6923 constitutes the refereed proceedings of the Third International Conference on Computational Collective Intelligence, ICCCI 2011, held in Gdynia, Poland, in September 2011. The 112 papers in this two volume set presented together with 3 keynote speeches were carefully reviewed and selected from 300 submissions. The papers are organized in topical sections on knowledge management, machine learning and applications, autonomous and collective decision-making, collective computations and optimization, Web services and semantic Web, social networks and computational swarm intelligence and applications.
Minority and Indigenous Trends 2020 - Focus on technology by Peter Grant,Carl Söderbergh Pdf
Technology increasingly permeates every aspect of our lives, from the use of big data to information and communication technologies (ICTs) to artificial intelligence (AI) and automation. These developments are often framed around issues such as efficiency, speed and innovation, but for minorities, indigenous peoples and other marginalized groups there are often very different forces at play – the replication of existing patterns of exclusion in new forms. While a central aim of the Sustainable Development Goals (SDGs) was to reduce social inequalities within societies, the outbreak of the Covid-19 pandemic has highlighted how profound the gap remains for minorities and indigenous peoples in many countries. Though there is much hope and uncertainty around the possibilities of ‘track and trace’ mobile applications and other emerging technologies to resolve the crisis, without a firm commitment to social justice and universal access it is likely that many will be denied their benefits. With minorities and indigenous peoples disproportionately represented among the world’s poor, it is not surprising that poverty is itself a major barrier to these groups accessing mobile phones, computers and other technologies. Besides the issue of affordability, there may be physical and geographic constraints, particularly for communities in rural or remote locations. In addition, other hurdles such aslimited information in minority or indigenous languages can compound lack of access. For marginalized groups within minority and indigenous communities, such as persons with disabilities, further significant issues arise — for instance, whether websites are accessible and compatible with assistive technologies. The need for a more holistic approach to technology is therefore more urgent than ever, with an emphasis not only on affordable pricing and accessible delivery, but also culturally appropriate and inclusive design. Importantly, an inclusive approach to technology should translate not only to equitable access as users but also meaningful participation in their development. At present, however, minority and indigenous employment in sectors such as computing remains low. This poses a fundamental challenge to the creation of more diverse technologies downstream.
New Perspectives and Challenges in Econophysics and Sociophysics by Frédéric Abergel,Bikas K. Chakrabarti,Anirban Chakraborti,Nivedita Deo,Kiran Sharma Pdf
This book presents the latest perspectives and challenges within the interrelated fields of econophysics and sociophysics, which have emerged from the application of statistical physics to economics and sociology. Economic and financial markets appear to be in a permanent state of flux. Billions of agents interact with each other, giving rise to complex dynamics of economic quantities at the micro and macro levels. With the availability of huge data sets, researchers can address questions at a much more granular level than was previously possible. Fundamental questions regarding the aggregation of actions and information and the coordination, complexity, and evolution of economic and financial networks are currently receiving much attention in the econophysics research agenda. In parallel, the sociophysics literature has focused on large-scale social data and their interrelations. In this book, leading researchers from different communities – economists, sociologists, financial analysts, mathematicians, physicists, statisticians, and others – report on their recent work and their analyses of economic and social behavior.
Game Love by Jessica Enevold,Esther MacCallum-Stewart Pdf
What does love have to do with gaming? As games have grown in complexity, they have increasingly included narratives that seek to engage players with love in a variety of ways. While media attention often focuses on violent emotions and behavior in gaming, love has always been central to the experience. We love to play games, we have titles that we love, and sometimes we love too much or love terrible games for their shortcomings. Love in gaming is rather like love in life--often complicated and frustrating but also exciting and gratifying. This collection of fresh essays explores the meaning and role of love in gaming, describing a number of ways--from coding to cosplay--in which love can be expressed in, for and around games. Investigating how gaming involves love is also key to understanding the growing importance of games and gamers as cultural markers.
New Frontiers in Artificial Intelligence by Takashi Washio,Akito Sakurai,Katsuto Nakajima,Hideaki Takeda,Satoshi Tojo,Makoto Yokoo Pdf
This book presents the joint post-proceedings of five international workshops organized by the Japanese Society for Artificial Intelligence, during the 19th Annual Conference JSAI 2005. The volume includes 5 award winning papers of the main conference, along with 40 revised full workshop papers, covering such topics as logic and engineering of natural language semantics, learning with logics, agent network dynamics and intelligence, conversational informatics and risk management systems with intelligent data analysis.
Intelligent Systems and Applications by Yaxin Bi,Supriya Kapoor,Rahul Bhatia Pdf
This book addresses a wide range of topics in areas of intelligent systems and artificial intelligence and their real-world applications. The 22 chapters have been selected from the 168 papers published in the proceedings of the SAI Intelligent Systems Conference 2016 (IntelliSys 2016), which received highly positive feedback in peer reviews. The IntelliSys 2016 conference was held in London on 21–22 September 2016. This fascinating book offers readers state-of-the-art intelligent methods and techniques for solving real-world problems along with a vision of future research.
The Minority Game is a physicist's attempt to explain market behaviour by the interaction between traders. With a minimal set of ingredients and drastic assumptions, this model reproduces market ecology among different types of traders. Its emphasis is on speculative trading and information flow. The book first describes the philosophy lying behind the conception of the Minority Game in 1997, and includes in particular a discussion about the El Farol bar problem. It then reviews the main steps in later developments, including both the theory and its applications to market phenomena. 'Minority Games' gives a colourful and stylized, but also realistic picture of how financial markets operate.
An essential guide for marketers and execs wishing to integrate their brands with modern games and esports In Get in the Game: How to Level Up Your Business with Gaming, Esports, and Emerging Technologies, decorated gaming and social media research and marketing executive Jonathan Stringfield delivers a roadmap to understanding and navigating marketing and business integrations into the gaming ecosystem: who plays games (and why), how modern games are created and oriented around the world of esports, and where brands can get involved with modern games. This book explains the breadth and depth of the gaming audience, describing the rapidly changing demographics of modern games and the various motivations gamers have for playing games. It also unpacks the history of gaming and how it has impacted the creative processes and output from the industry. Finally, it offers a practical guide for brands wishing to integrate themselves into new gaming environments, with an emphasis on maximizing success for marketers, developers, content creators, and fans. Get in the Game provides: A thorough introduction to why marketers and executives must pay closer attention to gaming, as well as existing roadblocks to understanding the gaming industry Comprehensive explorations of the psychology and motivations of gaming, and implications towards messaging and brand safety. Practical discussions of gaming as a competitive platform or streaming viewing experience. In-depth examinations of gaming ad placements, deep marketing integrations between companies and games, and future directions for the industry and how it relates to the emergence of the metaverse. Perfect for marketing strategists, brand managers, and Chief Marketing Officers, Get in the Game will also earn a place in the libraries of executives seeking to connect with the misunderstood yet largest segment in consumer entertainment.
