Resource Allocation Systems: Concepts and Problems -- Logical Control of Disjunctive / Conjunctive Resource Allocation Systems -- Sequential RAS Admitting Optimal Nonblocking Supervision of Polynomial Complexity -- Polynomial-Kernel Nonblocking Supervisory Control Policies for Single-Unit RAS -- Logical Control of RAS with Complex Process Flows -- Performance-Oriented Modelling and Control of L…
Part I : NZ – German School of Computational Intelligence at KES2004 -- Basics of Engineering The Intelligent Hybrid Systems - Not Industrial Applications Only -- Basics of Machine Learning by Support Vector Machines -- Supporting Deep Learning in an Open-ended Domain -- Data Driven Fuzzy Modelling with Neural Networks -- Hybrid Computational Intelligence Systems for Real World Applications -…
Modelling the Context of Learning Interactions in Intelligent Learning Environments -- Contextual Modals -- Understanding Context Before Using It -- Epistemological Contextualism: A Semantic Perspective -- Task-Realization Models in Contextual Graphs -- Context-Dependent and Epistemic Uses of Attention for Perceptual-Demonstrative Identification -- Utilizing Visual Attention for Cross-Modal Cor…
Topology and Calculus -- Limits and Topology -- Differentiability -- Inverse and Implicit Functions -- Integration -- The Fundamental Theorem of Calculus and Fubini’s Theorem -- Vector Fields -- Fixpoints -- Main Theorem of ODEs -- Third Advanced Topic -- Selected Higher Subjects -- Categories -- Splines -- Fourier Theory -- Wavelets -- Fractals -- Neural Networks -- Probability Theory -- Lam…
Uncertainty and Surprise: An Introduction -- Understanding Social and Economic Systems as Evolutionary Complex Systems -- Managing the Unexpected -- Surprises in Half of a Century -- An Integrated View of Uncertainty and Surprise -- Fundamental 'Uncertainty' in Science -- The Complementary Nature of Coordination Dynamics: Self-Organization and the Creation of Information -- The tyranny of Many …
A First Look -- Observers -- Translations -- Positions -- Rotations -- Orientations -- Review -- Velocities -- Constraints -- Review -- A Look Ahead.Multibody Mechanics and Visualization is designed to appeal to computer-savvy students who will acquire significant skills in mathematical and physical modelling of mechanical systems in the process of producing attractive computer simulations and …
Foundations and Methods -- Flow Graphs, their Fusion and Data Analysis -- Approximation Spaces for Hierarchical Intelligent Behavioral System Models -- Distributed Adaptive Control: Beyond Single-Instant, Discrete Control Variables -- Multi-agent Planning for Autonomous Agents’ Coordination -- Creating Common Beliefs in Rescue Situations -- Coevolutionary Processes for Strategic Decisions -- …
Equations with One Dependent Function -- Systems of Equations -- Method of the Degenerate Hodograph -- Method of Differential Constraints -- Invariant and Partially Invariant Solutions -- Symmetries of Equations with Nonlocal Operators -- Symbolic Computer Calculations.Differential equations, especially nonlinear, present the most effective way for describing complex physical processes. Each so…
Interplay between Air and Water -- Stochastic Dynamics of Engineering Systems -- Multibody Dynamics: Bridging for Multidisciplinary Applications -- Rapid Formation of Strong Gradients and Diffusion in the Transport of Scalar and Vector Fields -- Wave-Vortex Interactions in the Atmosphere, and Climate Prediction -- Near-Critical Point Hydrodynamics and Microgravity -- Flaw Tolerant Nanostructure…
Two Methods for Analysis of Continuum Mechanics of Elastic Structures -- Vibrations of Inclined Bars with End Constraint -- Vibrations of Frames with Inclined Members -- Vibrations of X-Braced Portal Frames -- Vibrations of X-Braced Multi-Story Frames -- Effect of Rotatory Inertia and Shear Deformation on Vibration of Inclined Bars -- Out-of-Plane Vibrations of Plane Frames -- Buckling of Incli…