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Related lectures (30)
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Manopt: Optimization on Manifolds
Introduces Manopt, a toolbox for optimization on manifolds, covering gradient and Hessian checks, solver calls, and manual caching.
Cost Modelling for Sustainable Innovation
Introduces cost modelling as a tool for sustainable innovation and covers topics such as transport CO2 emissions and material properties.
Energy System Optimization
Explores energy system optimization, including heat, cost, and CO2 emissions.
Producer Profit Maximization in Microeconomics
Explores profit maximization conditions, resource variation effects, expansion paths, and state interventions in microeconomics.
Markov Chains Decomposition
Covers Markov chains decomposition, LLN proof, Inventory Model application, and average costs.
Production Theory: Costs and Returns
Explores production theory, costs, and returns in relation to a producer's behavior and cost structure.
Cost Modelling of Materials
Explores cost modelling of materials, focusing on technical approaches, automotive case studies, and sustainability, emphasizing the importance of data quality and the impact of weight and emissions on OEMs.
Monopsony and Imperfect Competition
Discusses monopsony, labor market dynamics, and various market structures' impact on pricing and production decisions.
Cost-Volume-Profit Analysis: Management Control
Explores Cost-Volume-Profit analysis, cost behavior, breakeven analysis, and business applications.
Energy Economics: Supply and Demand Dynamics
Covers the economic principles of energy supply and demand, focusing on their impact on electricity market dynamics.
Optimal Abatement Strategies
Explores optimal abatement strategies, including cost analysis and policy implications.
Market-Based Instruments: Emission Reduction Strategies
Covers market-based instruments for emission reductions and their efficiency in minimizing costs across different sources of emissions.
Energy Systems Optimization
Explores energy systems optimization through linearization and practical examples.
Optimal Abatement: Part 1
Covers the concept of optimal abatement in environmental economics, focusing on minimizing the damage function with different cost functions.
Project Management: Portfolio Management
Focuses on project planning, execution, and key user involvement for effective project management.
Logistic Regression: Cost Functions & Optimization
Explores logistic regression, cost functions, gradient descent, and probability modeling using the logistic sigmoid function.
Approximation Algorithms
Covers approximation algorithms for optimization problems, LP relaxation, and randomized rounding techniques.
Binary Classification Cost Function
Explains the 0/1 cost function for binary classification and its impact on minimizing prediction errors.
Supply Elasticity and Production Factors
Explores price elasticity of supply, production factors, and optimal choices in production.
Reducing Emissions: Cost Analysis and Maximizing Profit
Explores cost analysis to reduce emissions and maximize profit through optimal measures.
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