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Book
Agent zero : toward neurocognitive foundations for generative social science
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ISBN: 1400848253 Year: 2013 Publisher: Princeton, New Jersey ; Oxfodshire, England : Princeton University Press,

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The Final Volume of the Groundbreaking Trilogy on Agent-Based ModelingIn this pioneering synthesis, Joshua Epstein introduces a new theoretical entity: Agent_Zero. This software individual, or "agent," is endowed with distinct emotional/affective, cognitive/deliberative, and social modules. Grounded in contemporary neuroscience, these internal components interact to generate observed, often far-from-rational, individual behavior. When multiple agents of this new type move and interact spatially, they collectively generate an astonishing range of dynamics spanning the fields of social conflict, psychology, public health, law, network science, and economics.Epstein weaves a computational tapestry with threads from Plato, Hume, Darwin, Pavlov, Smith, Tolstoy, Marx, James, and Dostoevsky, among others. This transformative synthesis of social philosophy, cognitive neuroscience, and agent-based modeling will fascinate scholars and students of every stripe. Epstein's computer programs are provided in the book or on its Princeton University Press website, along with movies of his "computational parables.?Agent_Zero is a signal departure in what it includes (e.g., a new synthesis of neurally grounded internal modules), what it eschews (e.g., standard behavioral imitation), the phenomena it generates (from genocide to financial panic), and the modeling arsenal it offers the scientific community. For generative social science, Agent_Zero presents a groundbreaking vision and the tools to realize it.


Book
Musculoskeletal Models in a Clinical Perspective
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Year: 2021 Publisher: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute

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This book includes a selection of papers showing the potential of the dynamic modelling approach to treat problems related to the musculoskeletal system. The state-of-the-art is presented in a review article and in a perspective paper, and several examples of application in different clinical problems are provided.

Keywords

Information technology industries --- musculoskeletal model --- pregnancy --- motion analysis --- muscle load evaluation --- low back pain --- deglutition --- muscle activity --- simulation --- swallowing biomechanics --- musculoskeletal modelling --- musculoskeletal simulations --- clinical research --- rehabilitation --- biomechanics --- rectus femoris --- foot kinematics --- knee kinematics --- normal gait --- gait cycle --- forward modeling --- musculoskeletal modeling --- neuromusculoskeletal model --- computational model --- model personalization --- treatment optimization --- treatment design --- predictive simulation --- human movement --- total hip replacement --- hip dysplasia --- hip abductor muscles --- gait analysis --- knee joint ligaments --- walking --- dynamic simulation --- knee joint biomechanics --- polyethylene thickness --- total knee arthroplasty --- ligament forces --- compressive forces --- patellar kinematics --- musculoskeletal model --- pregnancy --- motion analysis --- muscle load evaluation --- low back pain --- deglutition --- muscle activity --- simulation --- swallowing biomechanics --- musculoskeletal modelling --- musculoskeletal simulations --- clinical research --- rehabilitation --- biomechanics --- rectus femoris --- foot kinematics --- knee kinematics --- normal gait --- gait cycle --- forward modeling --- musculoskeletal modeling --- neuromusculoskeletal model --- computational model --- model personalization --- treatment optimization --- treatment design --- predictive simulation --- human movement --- total hip replacement --- hip dysplasia --- hip abductor muscles --- gait analysis --- knee joint ligaments --- walking --- dynamic simulation --- knee joint biomechanics --- polyethylene thickness --- total knee arthroplasty --- ligament forces --- compressive forces --- patellar kinematics


Book
Applying the Free-Energy Principle to Complex Adaptive Systems
Authors: --- --- ---
Year: 2022 Publisher: Basel MDPI - Multidisciplinary Digital Publishing Institute

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The free energy principle is a mathematical theory of the behaviour of self-organising systems that originally gained prominence as a unified model of the brain. Since then, the theory has been applied to a plethora of biological phenomena, extending from single-celled and multicellular organisms through to niche construction and human culture, and even the emergence of life itself. The free energy principle tells us that perception and action operate synergistically to minimize an organism’s exposure to surprising biological states, which are more likely to lead to decay. A key corollary of this hypothesis is active inference—the idea that all behavior involves the selective sampling of sensory data so that we experience what we expect to (in order to avoid surprises). Simply put, we act upon the world to fulfill our expectations. It is now widely recognized that the implications of the free energy principle for our understanding of the human mind and behavior are far-reaching and profound. To date, however, its capacity to extend beyond our brain—to more generally explain living and other complex adaptive systems—has only just begun to be explored. The aim of this collection is to showcase the breadth of the free energy principle as a unified theory of complex adaptive systems—conscious, social, living, or not.

Keywords

Information technology industries --- Computer science --- message passing --- metabolism --- Bayesian --- stochastic --- non-equilibrium --- master equations --- cancer niches --- free energy --- Kikuchi approximations --- apoptosis --- metastasis --- cluster variation method --- Free Energy Principle --- active inference --- Bayesian brain --- generative models --- cybernetics --- embodiment --- enactivism --- cognitivism --- representations --- consciousness --- free will --- mental causation --- cognitive-affective development --- emotions --- feelings --- readiness potentials --- intentionality --- agency --- intelligence --- collective intelligence --- free energy principle --- agent-based model --- complex adaptive systems --- multiscale systems --- computational model --- uncertainty --- POMDP --- emotion --- affect control theory --- sociology --- permutation entropy --- disorder --- stress --- allostatic (hub) overload --- cascading failure --- disease --- hierarchical control systems --- critical slowing down --- model-based control --- adaptive robots --- generative model --- Bayesian inference --- filtering --- neurotechnology --- message passing --- metabolism --- Bayesian --- stochastic --- non-equilibrium --- master equations --- cancer niches --- free energy --- Kikuchi approximations --- apoptosis --- metastasis --- cluster variation method --- Free Energy Principle --- active inference --- Bayesian brain --- generative models --- cybernetics --- embodiment --- enactivism --- cognitivism --- representations --- consciousness --- free will --- mental causation --- cognitive-affective development --- emotions --- feelings --- readiness potentials --- intentionality --- agency --- intelligence --- collective intelligence --- free energy principle --- agent-based model --- complex adaptive systems --- multiscale systems --- computational model --- uncertainty --- POMDP --- emotion --- affect control theory --- sociology --- permutation entropy --- disorder --- stress --- allostatic (hub) overload --- cascading failure --- disease --- hierarchical control systems --- critical slowing down --- model-based control --- adaptive robots --- generative model --- Bayesian inference --- filtering --- neurotechnology


Book
A behavioral theory of elections
Author:
ISBN: 1283163748 9786613163745 1400836808 069113507X 0691135061 9780691135069 9780691135076 9781400836802 Year: 2011 Publisher: Princeton, N.J. Princeton University Press

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Most theories of elections assume that voters and political actors are fully rational. While these formulations produce many insights, they also generate anomalies--most famously, about turnout. The rise of behavioral economics has posed new challenges to the premise of rationality. This groundbreaking book provides a behavioral theory of elections based on the notion that all actors--politicians as well as voters--are only boundedly rational. The theory posits learning via trial and error: actions that surpass an actor's aspiration level are more likely to be used in the future, while those that fall short are less likely to be tried later. Based on this idea of adaptation, the authors construct formal models of party competition, turnout, and voters' choices of candidates. These models predict substantial turnout levels, voters sorting into parties, and winning parties adopting centrist platforms. In multiparty elections, voters are able to coordinate vote choices on majority-preferred candidates, while all candidates garner significant vote shares. Overall, the behavioral theory and its models produce macroimplications consistent with the data on elections, and they use plausible microassumptions about the cognitive capacities of politicians and voters. A computational model accompanies the book and can be used as a tool for further research.

Keywords

Elections. --- Voting --- Behaviorism (Political science) --- Behavioralism (Political science) --- Behaviouralism (Political science) --- Behaviourism (Political science) --- Political psychology --- Polls --- Elections --- Politics, Practical --- Social choice --- Suffrage --- Electoral politics --- Franchise --- Political science --- Plebiscite --- Political campaigns --- Representative government and representation --- Psychological aspects. --- Political systems --- Social psychology --- Condorcet winner. --- Downsian party competition. --- Duverger's Law. --- Markov chain. --- Pareto dominance. --- adaptation. --- aspiration-based adaptation. --- aspiration-based adaptive rule. --- aspiration-based adjustment. --- aspirations. --- bandwagon effect. --- behavior. --- behavioral theory. --- bounded rationality. --- candidates. --- computational model. --- decision making. --- election voting. --- elections. --- equilibrium behavior. --- faction size. --- framing. --- game-theoretic model. --- hedonics. --- heuristics. --- incumbent. --- majority faction. --- multiparty elections. --- parties. --- party affiliation. --- party competition. --- payoffs. --- platforms. --- political parties. --- politicians. --- population size. --- propensity. --- rational choice theory. --- rational choice. --- rationality. --- retrospective voting. --- satisficing. --- search behavior. --- stochastic process. --- turnout. --- two-party elections. --- voter choice. --- voter coordination. --- voter participation. --- voter turnout. --- voters. --- Balloting


Book
Methods in Computational Biology
Authors: ---
ISBN: 3039211641 3039211633 Year: 2019 Publisher: MDPI - Multidisciplinary Digital Publishing Institute

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Modern biology is rapidly becoming a study of large sets of data. Understanding these data sets is a major challenge for most life sciences, including the medical, environmental, and bioprocess fields. Computational biology approaches are essential for leveraging this ongoing revolution in omics data. A primary goal of this Special Issue, entitled “Methods in Computational Biology”, is the communication of computational biology methods, which can extract biological design principles from complex data sets, described in enough detail to permit the reproduction of the results. This issue integrates interdisciplinary researchers such as biologists, computer scientists, engineers, and mathematicians to advance biological systems analysis. The Special Issue contains the following sections:•Reviews of Computational Methods•Computational Analysis of Biological Dynamics: From Molecular to Cellular to Tissue/Consortia Levels•The Interface of Biotic and Abiotic Processes•Processing of Large Data Sets for Enhanced Analysis•Parameter Optimization and Measurement


Book
Natural complexity : a modeling handbook
Author:
ISBN: 1400885493 9781400885497 9780691170350 9780691176840 0691176841 9780691176840 0691170355 9780691170350 Year: 2017 Publisher: Princeton, NJ : Princeton University Press,

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This book provides a short, hands-on introduction to the science of complexity using simple computational models of natural complex systems-with models and exercises drawn from physics, chemistry, geology, and biology. By working through the models and engaging in additional computational explorations suggested at the end of each chapter, readers very quickly develop an understanding of how complex structures and behaviors can emerge in natural phenomena as diverse as avalanches, forest fires, earthquakes, chemical reactions, animal flocks, and epidemic diseases.Natural Complexity provides the necessary topical background, complete source codes in Python, and detailed explanations for all computational models. Ideal for undergraduates, beginning graduate students, and researchers in the physical and natural sciences, this unique handbook requires no advanced mathematical knowledge or programming skills and is suitable for self-learners with a working knowledge of precalculus and high-school physics.Self-contained and accessible, Natural Complexity enables readers to identify and quantify common underlying structural and dynamical patterns shared by the various systems and phenomena it examines, so that they can form their own answers to the questions of what natural complexity is and how it arises.

Keywords

Complexity (Philosophy) --- Physics --- Computational complexity. --- Complexity, Computational --- Electronic data processing --- Machine theory --- Philosophy --- Emergence (Philosophy) --- Methodology. --- Burridge-Knopoff stick-slip model. --- Gutenberg-Richter law. --- Johannes Kepler. --- Olami-Feder-Christensen model. --- Python code. --- accretion. --- active flockers. --- agents. --- automobile traffic. --- avalanches. --- cells. --- cellular automata. --- chaos. --- clusters. --- complex behavior. --- complex structure. --- complex system. --- complexity. --- computational model. --- computer program. --- contagious diseases. --- criticality. --- diffusion-limited aggregation. --- earthquake forecasting. --- earthquakes. --- emergence. --- emergent behavior. --- emergent structure. --- epidemic spread. --- epidemic surges. --- excitable system. --- flocking. --- forest fires. --- fractal clusters. --- fractal geometry. --- growth. --- hodgepodge machine. --- infection rate. --- iterated growth. --- lattice. --- lichens. --- natural complex system. --- natural complexity. --- natural order. --- natural phenomena. --- nature. --- open dissipative system. --- panic. --- passive flockers. --- pattern formation. --- percolation threshold. --- percolation. --- phase transition. --- planetary motion. --- power-law. --- random walk. --- randomness. --- repulsion. --- rule-based growth. --- sandpile. --- scale invariance. --- segregation. --- self-organization. --- self-organized criticality. --- self-propulsion. --- self-similarity. --- simple rules. --- small-world network. --- solar flares. --- spaghetti. --- spatiotemporal pattern. --- spiral. --- tagging algorithm. --- traffic jams. --- waves. --- wildfire management.


Book
Advanced Biomaterials for Orthopaedic Application : The Challenge of New Composites and Alloys Used as Medical Devices
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Year: 2020 Publisher: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute

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This book covers a wide range of topics in the orthopaedic fields and can be used as a textbook for the final undergraduate engineering course or as a topic on tribology at the postgraduate level. This book can serve as a useful reference for academics, tribology, and materials researchers; mechanical, materials, and physics engineers; biomedical scientists and professionals in tribology; and related industries. The scientific interest in this book will be evident for many important centres of research, including laboratories and universities throughout the world.


Book
Advanced Techniques for Design and Manufacturing in Marine Engineering
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Year: 2022 Publisher: Basel MDPI - Multidisciplinary Digital Publishing Institute

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Modern engineering design processes are driven by the extensive use of numerical simulations; naval architecture and ocean engineering are no exception. Computational power has been improved over the last few decades; therefore, the integration of different tools such as CAD, FEM, CFD, and CAM has enabled complex modeling and manufacturing problems to be solved in a more feasible way. Classical naval design methodology can take advantage of this integration, giving rise to more robust designs in terms of shape, structural and hydrodynamic performances, and the manufacturing process.This Special Issue invites researchers and engineers from both academia and the industry to publish the latest progress in design and manufacturing techniques in marine engineering and to debate the current issues and future perspectives in this research area. Suitable topics for this issue include, but are not limited to, the following:CAD-based approaches for designing the hull and appendages of sailing and engine-powered boats and comparisons with traditional techniques;Finite element method applications to predict the structural performance of the whole boat or of a portion of it, with particular attention to the modeling of the material used;Embedded measurement systems for structural health monitoring;Determination of hydrodynamic efficiency using experimental, numerical, or semi-empiric methods for displacement and planning hulls;Topology optimization techniques to overcome traditional scantling criteria based on international standards;Applications of additive manufacturing to derive innovative shapes for internal reinforcements or sandwich hull structures.


Book
Advanced Techniques for Design and Manufacturing in Marine Engineering
Authors: ---
Year: 2022 Publisher: Basel MDPI - Multidisciplinary Digital Publishing Institute

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Abstract

Modern engineering design processes are driven by the extensive use of numerical simulations; naval architecture and ocean engineering are no exception. Computational power has been improved over the last few decades; therefore, the integration of different tools such as CAD, FEM, CFD, and CAM has enabled complex modeling and manufacturing problems to be solved in a more feasible way. Classical naval design methodology can take advantage of this integration, giving rise to more robust designs in terms of shape, structural and hydrodynamic performances, and the manufacturing process.This Special Issue invites researchers and engineers from both academia and the industry to publish the latest progress in design and manufacturing techniques in marine engineering and to debate the current issues and future perspectives in this research area. Suitable topics for this issue include, but are not limited to, the following:CAD-based approaches for designing the hull and appendages of sailing and engine-powered boats and comparisons with traditional techniques;Finite element method applications to predict the structural performance of the whole boat or of a portion of it, with particular attention to the modeling of the material used;Embedded measurement systems for structural health monitoring;Determination of hydrodynamic efficiency using experimental, numerical, or semi-empiric methods for displacement and planning hulls;Topology optimization techniques to overcome traditional scantling criteria based on international standards;Applications of additive manufacturing to derive innovative shapes for internal reinforcements or sandwich hull structures.


Book
Advanced Biomaterials for Orthopaedic Application : The Challenge of New Composites and Alloys Used as Medical Devices
Author:
Year: 2020 Publisher: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute

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Abstract

This book covers a wide range of topics in the orthopaedic fields and can be used as a textbook for the final undergraduate engineering course or as a topic on tribology at the postgraduate level. This book can serve as a useful reference for academics, tribology, and materials researchers; mechanical, materials, and physics engineers; biomedical scientists and professionals in tribology; and related industries. The scientific interest in this book will be evident for many important centres of research, including laboratories and universities throughout the world.

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