Korteweg de-Vries Equation -- Weakly Nonlinear Wave Packets and the Nonlinear Schrödinger Equation -- Wave Interactions -- Wave-mean interaction theory -- Wave Turbulence with Applications to Atmospheric and Oceanic Waves -- Nonlinear Amplitude Equations and Soliton Excitations in Bose-Einstein Condensates.Although nonlinear waves occur in nearly all branches of physics and engi neering, the…
Finite Order Vector Autoregressive Processes -- Stable Vector Autoregressive Processes -- Estimation of Vector Autoregressive Processes -- VAR Order Selection and Checking the Model Adequacy -- VAR Processes with Parameter Constraints -- Cointegrated Processes -- Vector Error Correction Models -- Estimation of Vector Error Correction Models -- Specification of VECMs -- Structural and Conditiona…
The Finite Difference Method -- Finite Difference Calculus -- Elliptic Equations -- Iterative Methods for Elliptic Equations -- Parabolic Equations -- Hyperbolic Equations -- The Finite Element Method -- General Principles -- A 1-D Tutorial -- Multi-Dimensional Elements -- Time-Dependent Problems -- Vector Problems -- Numerical Analysis -- Inverse Methods -- Inverse Noise, SVD, and Linear Least…
1. Humanization of soft computing agents -- 2. Software agents for ubiquitous computing -- 3. Agents-based knowledge logistics -- 4. Architectural styles and patterns for multi-agent systems -- 5. Design and behavior of a massive organization of agents -- 6. Developing agent-based applications with JADE -- 7. A collective can do better -- 8. Coordinating multi-agent assistants with an applicati…
Design and Implementation of a Corporate Mesh Object -- Session 1B -- Unstructured Computational Meshes for Subdivision Geometry of Scanned Geological Objects -- Automatic Near-Body Domain Decomposition Using the Eikonal Equation -- Marching Generation of Smooth Structured and Hybrid Meshes Based on Metric Identity -- A Hybrid Meshing Scheme Based on Terrain Feature Identification -- Interface …
I Preliminaries -- II Semimartingales and Stochastic Integrals -- III Semimartingales and Decomposable Processes -- IV General Stochastic Integration and Local Times -- V Stochastic Differential Equations -- VI Expansion of Filtrations -- References.It has been 15 years since the first edition of Stochastic Integration and Differential Equations, A New Approach appeared, and in those years many…
I Introduction -- A Selected Introduction to Evolutionary Computation -- II Knowledge Incorporation in Initialization, Recombination and Mutation -- The Use of Collective Memory in Genetic Programming -- A Cultural Algorithm for Solving the Job Shop Scheduling Problem -- Case-Initialized Genetic Algorithms for Knowledge Extraction and Incorporation -- Using Cultural Algorithms to Evolve Strateg…
From the contents: Part 1: Intelligent Systems and Data Mining; Some Considerations in Multi-Source Data Fusion; Granular Nested Causal Complexes; Gene Regulating Network Discovery; Semantic Relations and Information Discovery; Sequential Pattern Mining; Uncertain Knowledge Association through Information Gain; Data Mining for Maximal Frequency Patterns in Sequence Group; Mining Association Rul…
Many probability books are written by mathematicians and have the built in bias that the reader is assumed to be a mathematician coming to the material for its beauty. This textbook is geared towards beginning graduate students from a variety of disciplines whose primary focus is not necessarily mathematics for its own sake. Instead, A Probability Path is designed for those requiring a deep und…
Nonnegative Markov Chains with Applications -- Phase Changes with Time and Multi-Scale Homogenizations of a Class of Anomalous Diffusions -- Semi-Markov Cascade Representations of Local Solutions to 3-D Incompressible Navier-Stokes -- Amplitude Equations for Spdes: Approximate Centre Manifolds and Invariant Measures -- Enstrophy and Ergodicity Of Gravity Currents -- Stochastic Heat and Burgers …