Essays about: "Branch-and-Bound"
Showing result 1 - 5 of 21 essays containing the word Branch-and-Bound.
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1. Imitation Learning on Branching Strategies for Branch and Bound Problems
University essay from KTH/Matematisk statistikAbstract : A new branch of machine and deep learning models has evolved in constrained optimization, specifically in mixed integer programming problems (MIP). These models draw inspiration from earlier solver methods, primarily the heuristic, branch and bound. READ MORE
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2. Effects of Design Space Discretization on Constraint Based Design Space Exploration
University essay from KTH/Matematik (Avd.)Abstract : Design Space Exploration (DSE) is the exploration of a space of possible designs with the goal of finding some optimal design according to some constraints and criteria. Within embedded systems design, automated DSE in particular can allow the system designer to efficiently find good solutions in highly complex design spaces. READ MORE
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3. k-means Clustering as a Mixed Integer Programming Problem
University essay from KTH/Skolan för teknikvetenskap (SCI)Abstract : In this thesis k-means clustering is modelled as a mixed integer programming problem and then solved with a technique based on the concept of branch-and-bound. This approach is favourable when the solutions require high accuracy, but due to the heavy computations needed to solve large problems it is not regularly used. READ MORE
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4. Study of an automated testing procedure with dynamic job scheduling and automatic error handling
University essay from Lunds universitet/Industriell elektroteknik och automationAbstract : During the production of Axis's cameras, the optics modules have to do a number of tests and calibrations that are performed in different test stations. The test and calibration sequence differs between different models. This has so far been done manually by having operators move the units between test stations. READ MORE
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5. Predictive Energy Management of Long-Haul Hybrid Trucks : Using Quadratic Programming and Branch-and-Bound
University essay from Linköpings universitet/FordonssystemAbstract : This thesis presents a predictive energy management controller for long-haul hybrid trucks. In a receding horizon control framework, the vehicle speed reference, battery energy reference, and engine on/off decision are optimized over a prediction horizon. READ MORE