Concept

Data link layer

Related lectures (32)

Explores strategic decisions for Smart City policy-makers, covering technological, financial, political, and social aspects.

Digitalization: Industries and Urban Infrastructures

Discusses the impact of digitalization on industries and urban infrastructures, exploring new services and business models.

Neural Networks: Two-layer Networks and Backpropagation

Explores two-layer neural networks and backpropagation for learning feature spaces and approximating continuous functions.

Finite Element Modeling: Dynamics

Introduces the basics of finite element modeling for dynamics and discusses the Newmark method for time integration.

Finite Element Modeling

Covers the derivation of the equation of motion, interpolation, Newton's equation, and energy conservation in finite element modeling.

Finite Element Method

Covers the Finite Element Method, discussing the derivation of the equation of motion and exploring mass and stiffness matrices.

Optimization Methods

Covers optimization methods without constraints, including gradient and line search in the quadratic case.

Quasi-newton optimization

Covers gradient line search methods and optimization techniques with an emphasis on Wolfe conditions and positive definiteness.

Smart Urban Energy Systems: Data Layer

Explores the data layer of urban energy systems and the challenges it poses.

Vector-Vector Interactions

Explores vector-vector interactions, SQL queries, QGIS functions, cutting operations, and boolean operations in geographic information analysis.

Orthogonal Projections: Rectors and Norms

Covers orthogonal projections, rectors, norms, and geometric observations in vector spaces.

Sub-Layer Stack for IoT and Advantages

Explores the advantages of a compacted OSI model for IoT communication and the techniques to ensure reliable data transmission.

Transition to Smart Cities: Data/Digital Layer

Delves into the importance of the data layer in Smart Cities transition.

Spatial Phenomena: Isovalues

Covers continuous spatial phenomena and isovalues in geographic information systems, including interpolation methods and examples of isovalues curves for various environmental factors.

Smart Urban Energy Systems

Covers the conceptualization of smart urban energy systems and their three layers.

Optimization with Constraints

Covers the optimization with constraints and the KKT theorem.

Structural Analysis: Trusses

Covers the analysis of trusses, defining node positions, connectivity matrices, and stiffness matrices.

Homotheties and Translations

Covers homotheties, translations, and compositions of functions in geometric transformations.

Optimization Methods

Covers unconstrained and constrained optimization, optimal control, neural networks, and global optimization methods.

Interactions between Raster and Vector

Covers interactions between raster and vector data layers in GIS, including extracting information at specific points and calculating statistics within polygon zones.