Automated Planning: Modeling and Constraints

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Optimization: Constrained Volume Problems

Explores constrained volume problems using Lagrange multipliers to find extrema under constraints in various examples.

Simplex Algorithm

Covers the Simplex algorithm for function minimization with linear constraints.

Scaling & Renormalization in Statistical Mechanics

Explores scaling and renormalization in statistical mechanics, emphasizing critical points and invariant properties.

Linear Programming: Extreme Points

Explores extreme points in linear programming and the role of constraints in finding optimal solutions.

Security and Privacy Challenges in IoT Era

Discusses security challenges in IoT, covering bug injection, code hardening, and testing techniques.

Optimization with Constraints: KKT Conditions

Covers the KKT conditions for optimization with constraints, essential for solving constrained optimization problems efficiently.

Distributed Multiagent Systems: Coordination and Learning

Explores coordination and learning in distributed multiagent systems, covering social laws, task exchange, constraint satisfaction, and coordination algorithms.

Exponential Family

Explores the Exponential Family distribution, covering entropy, energy, and moments.

Relations Between Events

Explores relations between events, disjunctive constraints, and modeling with binary variables in optimization problems.

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