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Related lectures (28)
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Computational Aspects of Optimization
Explores optimization in neuron modeling, addressing underconstrained parameters, fitness functions, and successful fitting of firing patterns.
Computational Robot Design: Differentiable Simulation and Control
Explores optimization-driven design, differentiable simulation, control strategies, and the evolution of virtual creatures and soft machines.
Multi-Criteria Decisions: Pareto Optimization Techniques
Delves into Pareto optimization techniques for generating system configurations and making decisions efficiently.
Linear Programming: Two-phase Simplex Algorithm
Covers the application of the two-phase Simplex algorithm to solve linear programming problems.
Optimization and Simulation: Simulated Annealing
Explores simulated annealing for optimization, emphasizing parameter tuning and diversification to escape local minima.
Markov Chains and Algorithm Applications
Explores Markov chains and algorithm applications, including exact simulation and Propp-Wilson algorithms.
Deep Generative Models in Drug Discovery
Explores the application of deep generative models in drug discovery, focusing on designing small molecules and optimizing molecular structures.
Markov Chains and Algorithm Applications
Covers Markov chains and their applications in algorithms, focusing on Markov Chain Monte Carlo sampling and the Metropolis-Hastings algorithm.
Cheeger's Inequalities
Explores Cheeger's inequalities for random walks on graphs and their implications.
Universal Constructions: Consensus and Shared Memory Models
Explores universality, consensus objects, shared memory models, and FIFO Queue implementation.