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Catalogue complet

This introductory textbook provides detailed coverage of the rapidly growing field of complexity science, for a broad audience of readers.

This introductory textbook provides detailed coverage of the rapidly growing field of complexity science and accommodates readers from a wide variety of backgrounds, and with varying levels of mathematical skill. The book contains a broad range of end of chapter problems and extended projects, with solutions available to instructors online.

Jensen Henrik Jeldtoft: COMPLEXITY
SCIENCE

COMPLEXITY SCIENCE

The Study of Emergence

Part I. Conceptual Foundation of Complexity Science: 1. The Science of Emergence; 2. Conceptual Framework of Emergence; 3. Specific Types of Emergent Behaviour; 4. The Value of Prototypical Models of Emergence; Part II. Mathematical Tools of Complexity Science: 5. Branching Processes; 6. Statistical Mechanics; 7. Synchronisation; 8. Network Theory; 9. Information Theory and Entropy; 10. Stochastic Dynamics and Equations for the Probabilities; 11. Agent-Based Modelling; 12. Intermittency; 13. Tipping Points, Transitions and Forecasting; 14. Concluding Comments and a Look to the Future.

Chapman & Hall/CRC Computational Science

Illustrating theoretical foundations and incorporating practitioners' first-hand experience, book is a practical guide to successful Autonomous Experimentation.

Autonomous Experimentation is poised to revolutionize scientific experiments at advanced experimental facilities. Whereas previously, human experimenters were burdened with the laborious task of overseeing each measurement, recent advances in mathematics, machine learning and algorithms have alleviated this burden by enabling automated and intelligent decision-making, minimizing the need for human interference. Illustrating theoretical foundations and incorporating practitioners’ first-hand experiences, this book is a practical guide to successful Autonomous Experimentation.Despite the field’s growing potential, there exists numerous myths and misconceptions surrounding Autonomous Experimentation. Combining insights from theorists, machine-learning engineers and applied scientists, this book aims to lay the foundation for future research and widespread adoption within the scientific community. This book is particularly useful for members of the scientific community looking to improve their research methods but also contains additional insights for students and industry professionals interested in the future of the field.

Methods and Applications of Autonomous Experimentation

Steven Weinberg shares his candid thoughts, in his own words, on theoretical physics and cosmology, along with personal anecdotes and recollections of the people who helped shape his career. These memoirs of his life as a scientist and public figure cover his student days and early career, through the golden age of particle physics in the 1970s, his being awarded the Nobel prize, through to the end of the twentieth century. In addition to his research insights, Weinberg provides glimpses into his life in academia more broadly: dealing with the 'two-body problem', tenure, international conference travel, his book-writing, advisory work with JASON, and his advocacy for the Superconducting Super Collider. Physicists, historians of science and interested readers will find the presentation engaging and often witty, as Weinberg reflects on his life in physics.

Steven Weinberg: A Life in Physics

A riveting and revealing exploration of the world created by computer algorithms and its impact on individuals, from the workers across the globe who feed artificial intelligence systems with data to the impact of algorithms on our own behaviour, as consumers and citizens.

A riveting and revealing exploration of the world created by computer algorithms and its impact on individuals, from the workers across the globe who feed artificial intelligence systems with data to the impact of algorithms on our own behaviour, as consumers and citizens.

Living in the Shadow of AI — Shortlisted for the Women's Prize for Non-Fiction

Code Dependent

One of the BBC's most anticipated books for 2024 An i-D non-fiction book of 2024 A Stylist non-fiction book of 2024 'An essential book' i-D What happens when our cultural and artistic lives are dictated to us by an algorithm? What does it mean when shareability supersedes innovation? How can we make a choice when the options have been so carefully arranged for us? From coffee shops to city grids to TikTok feeds and Netflix homepages the world over, algorithmic recommendations prescribe our experiences. This network of mathematically determined choices - the 'Filterworld' - has taken over, almost unnoticed, as we've grown accustomed to an insipid new normal. But to have our tastes, behaviours, and emotions governed by computers calls the very notion of free will into question. Internationally recognized journalist and New Yorker staff writer Kyle Chayka journeys through this ever-tightening web woven by algorithms. He explores how online and offline spaces alike have been engineered for seamless consumption. How the lowest common denominator is promoted at the expense of the complex, diverse or challenging. How users of technology contend with data-driven equations that promise to anticipate their desires but often get them wrong. How the FIlterworld is determining the very shape of culture itself. Chayka skilfully and compellingly traces this creeping, machine-guided curation that influences not just what culture we consume, but what culture is produced. In doing so, he attempts to answer to the most urgent question currently facing us: is personal freedom ever again possible on the Internet? Filterworld is a fascinating history of the rise of the algorithm and an important investigation into where it could take us next - if we let it.

One of the BBC's most anticipated books for 2024An i-D non-fiction book of 2024A Stylist non-fiction book of  2024'An essential book' i-DWhat happens when our cultural and artistic lives are dictated to us by an algorithm?

How Algorithms Make Everything the Same

Filterworld

Learn to use generative AI techniques to create novel text, images, audio, and even music with this practical, hands-on book. Readers will understand how state-of-the-art generative models work, how to fine-tune and adapt them to their needs, and how to combine existing building blocks to create new models and creative applications in different domains. This go-to book introduces theoretical concepts followed by guided practical applications, with extensive code samples and easy-to-understand illustrations. You'll learn how to use open source libraries to utilize transformers and diffusion models, conduct code exploration, and study several existing projects to help guide your work. <ul> <li>Build and customize models that can generate text and images </li><li>Explore trade-offs between using a pretrained model and fine-tuning your own model </li><li>Create and utilize models that can generate, edit, and modify images in any style </li><li>Customize transformers and diffusion models for multiple creative purposes </li><li>Train models that can reflect your own unique style </li></ul>

Hands-On Generative AI with Transformers and Diffusion Models

Invasive populations are ubiquitous and invariably carry consequences. A gene for herbicide resistance spreads; a tumour grows in a loved one's body; an agricultural pest sweeps across the country; a new pathogen proliferates around the world. All of these are invasive populations - populations of genes, cells, or organisms spreading without control and having massive impact. Our collective desire to understand how invasive populations spread has inspired a rich body of basic theory developed from foundations laid in physics and statistics over a century ago. This theory has, however, often failed to explain real patterns in nature because a key consideration has been missing - evolution. The last few decades have seen a growing awareness that evolution plays out on timescales that matter to many systems. The recent emergence of evolutionary thinking in invasion biology has generated important new ideas and has enriched our understanding not only of invasions but of ecology and evolution more broadly. This accessible textbook introduces these new ideas. It provides both a survey of the field - a story about the history and development of our understanding - as well as a synthesis of the new developments. There are many titles on biological invasions that typically take a purely ecological viewpoint, whilst those texts in which evolution does feature have tended to concentrate on adaptation to new environments. This book instead focuses on the intimate interplay between ecological and evolutionary processes as populations spread through time and space. The Ecology and Evolution of Invasive Populations is an advanced textbook aimed at graduate students and researchers in ecology and evolutionary biology seeking a broad, up-to-date, and authoritative overview of the field. The study of biological invasions is no longer a specialized sub-discipline of ecology; this book will also be of relevance to a far broader academic readership from disciplines ranging across physics, mathematics, and medicine.

This novel and accessible textbook focuses on the intimate interplay between ecological and evolutionary processes as populations spread through time and space. It provides both a survey of the field — a story about the history and development of our understanding — as well as a synthesis of the new developments.

The Ecology and Evolution of Invasive Populations

De Gruyter Textbook

In chapter 1 N dimensional spaces, contravariant vectors, covariant vectors and invariants are introduced. Some of their properties are deduced. Transformations of coordinates are investigated. Chapter 2 provides an informative introduction concerning the origin and nature of the tensor concept and the scope of the tensor calculus. The tensor algebra has been developed in an N dimensional space. Contravariant, covariant and mixed tensors of arbitrary order are defined. Some of their properties are deduced. The quotient law of the tensors is formulated and proved. Outer product and contractions are introduced. In Chapter 3, an N dimensional Riemannian space has been chosen for the development of tensor calculus. Metric and associated tensors are defines and some of their properties are explored. Affine and curvalinear coordinates are introduced. In Chapter 4, the Christoffel symbols of the first and second kinds are defined. Some of their basic properties are established. Covariant derivatives are introduced. The divergence, Laplace operator and curl are defined and explored. Intrinsic differentiation is studied. Chapter 5 is devoted to Riemann-Christoffel tensor, Ricci tensor, covariant curvature tensor, Riemann curvature and Einstein tensor and we deduct some of their properties. In Chapter 6, we represent some applications of tensor calculus in relativistic dynamics and relativistic kinematics. Lorentz transformations are derived on arbitrary time scales.Velocity and acceleration vectors are defined and developed. Lagrange equations are deducted. Conservation laws for the energy momentum vector and angular momentum tensor are obtained.The aim of this book is to present a clear and well-organized treatment of the concept behind the development of mathematics and solution techniques. The text material of this book is presented in highly readable, mathematically solid format. Many practical problems are illustrated displaying a wide variety of solution techniques.

Dynamic Calculus and Riemannian Spaces

Tensor Calculus on Time Scales

'If you read only one non-fiction book this year, consider this one' TOM HANKS 'If there's one book that I would urge everyone to read - it is Nexus' STEPHEN FRY The mind-blowing story of how information networks - from the stone age to AI - have shaped our world from the #1 Sunday Times bestselling author of Sapiens Stories brought us together. Books spread our ideas - and our mythologies. The internet promised infinite knowledge. The algorithm learned our secrets - and then turned us against each other. What will AI do? Nexus is the thrilling account of how we arrived at this moment, and the urgent choices we must now make to survive - and to thrive. **NOW FEATURING EXCLUSIVE NEW MATERIAL FOR PAPERBACK AND EBOOK** 'One of the most remarkable intellects of our generation' RORY STEWART 'A wake-up call in the gentlest, most urgent way' YOTAM OTTOLENGHI 'This deeply important book comes at a critical time as we all think through the implications of AI' MUSTAFA SULEYMAN 'A super narrative writer' GUARDIAN '[Harari] sticks the world together in a gleaming shape that inspires and excites' TELEGRAPH

A Brief History of Information Networks from the Stone Age to AI

Nexus

Cambridge Law Handbooks

In the current digital era, the growth of digital commerce and the data-driven economy has created new opportunities for firms to predict consumer behavior, including their willingness to pay a certain price. This practice of algorithmic pricing has become a widespread business model, raising concerns among economists and lawyers about its impact on the market and society. The Cambridge Handbook of Algorithmic Price Personalization and the Law is a comprehensive overview of the key debates surrounding algorithmic pricing, written by a multidisciplinary group of scholars with expertise in legal, economic, data science, and marketing research. The Handbook critically examines existing knowledge, identifies weaknesses, and proposes feasible alternatives for legal analysis, market regulation, and protection of vulnerable individuals. This comprehensive overview of algorithmic pricing is a one-stop reference for the political and legal community.

This Handbook is the only book covering all aspects of algorithmic price personalization. It is a one-stop reference for the political and legal community interested in digital markets, competition, privacy, and consumer protection. The book will be useful for policymakers, stakeholders, academics, and students working in digital market policy.

The Cambridge Handbook of Algorithmic Price Personalization and the Law

A fascinating intellectual history that takes a comparatively little-known but important idea and shows how it affects huge areas of our lives

A fascinating intellectual history that takes a comparatively little-known but important idea and shows how it affects huge areas of our lives

How Bayes' Remarkable Theorem Explains the World

Everything Is Predictable

Intelligent Data-Driven Systems and Artificial Intelligence

This book aims to serve as a comprehensive resource that equips readers with the knowledge and practical skills needed to navigate the intricacies of fuzzy set theory, t-norms, and their integration into decision-aided intelligent systems. It provides a comprehensive understanding of aggregation operators and their role in data fusion, risk analysis, and expert opinion aggregation.<ul> <li>New aggregation operators, entropy measures, t-norm, and t-conorm structures are developed across multiple fuzzy set extensions to better model uncertainty and hesitation in decision-making.</li> <li>A wide range of real-world applications, including, tourism planning, smart cities, urban mobility, water security, smart campus automation, energy facility siting, and firefighting helicopter selection, are addressed using advanced multi-criteria decision making methods.</li> <li>The chapters collectively emphasize sustainable, data-driven, and uncertainty-aware decision support, contributing solutions in areas such as environmental protection, resource optimization, public services, and technological infrastructure.</li> <li>Innovative techniques, such as Lambert W-based aggregation operators, Choquet integral-based entropy, confidence-level aggregation, and fuzzy-machine learning hybrid models, improve the representation of interaction, ambiguity, and complexity in multi-criteria decision problems.</li> </ul>The text is primarily written for senior undergraduates, graduate students, and academic researchers in diverse fields including mathematics, industrial engineering, supply chain management, operations research, manufacturing engineering, production engineering, and applied mathematics.

Aggregation in Decision-Aided Intelligent Systems

Fuzzy Sets and Triangular Norms

This volume examines how the adoption of AI technologies is likely to impact strategic and operational planning, and the possible future tactical scenarios for conventional, unconventional, cyber, space and nuclear force structures.

This volume examines how the adoption of AI technologies is likely to impact strategic and operational planning, and the possible future tactical scenarios for conventional, unconventional, cyber, space and nuclear force structures. In addition to developments in the USA, Britain, Russia and China, the volume also explores how different Asian and European countries are actively integrating AI into their military readiness. It studies the effect of AI and related technologies in training regimens and command structures. The book also covers the ethical and legal aspects of AI augmented warfare.The volume will be of great interest to scholars, students and researchers of military and strategic studies, defence studies, artificial intelligence and ethics.

Global Perspectives

Artificial Intelligence, Ethics and the Future of Warfare

COMPLEXITY SCIENCE

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