Essays about: "simulated annealing algorithm"

Showing result 21 - 25 of 53 essays containing the words simulated annealing algorithm.

1. 21. Automated decision support for placing terrain observers

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Gabriel Lördal Tigerström; [2019]
   Keywords : ;

   Abstract : Access to reliable information is key for military decision-making. Reconnaissance assets are used to gather information about the Operational Environment. These assets need to be placed within the terrain so that they can see as much of the area of interest as possible. The manual task of placing assets within the terrain is a time-consuming task. READ MORE

3. 22. A comparative study between a genetic algorithm and a simulated annealing algorithm for solving the order batching problem

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Edvin Ardö; Johan Lindholm; [2019]
   Keywords : ;

   Abstract : Optimizing warehouse automation requires finding efficient routes for pickingup items. Dividing the orders into batches is a realistic requirement for warehouses to have. This problem, known as the order batching problem, is an NP-hard problem. READ MORE

4. 23. A Comparison of a Heuristic and a Hopfield Neural Network Approach for Solving Examination Timetabling Problems

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Maria Lindblad; [2019]
   Keywords : ;

   Abstract : The Examination Timetabling Problem (ETP) is the problem of scheduling a number of exams during a set time period so that no students are required to sit two exams simultaneously. Despite the complexity of the problem, universities all over the world solve ETPs several times each year. READ MORE

5. 24. Machine Learning for Market Prediction : Soft Margin Classifiers for Predicting the Sign of Return on Financial Assets

   University essay from Linköpings universitet/Produktionsekonomi

   Author : George Abo Al Ahad; Abbas Salami; [2018]
   Keywords : Machine Learning; Finance; Financial Time Series; Support Vector Machines; Relevance Vector Machines; Multiple Kernel Learning; Simulated Annealing; SVM; RVM; MKL; SA; FSVM; TSVM; FTSVM;

   Abstract : Forecasting procedures have found applications in a wide variety of areas within finance and have further shown to be one of the most challenging areas of finance. Having an immense variety of economic data, stakeholders aim to understand the current and future state of the market. READ MORE

6. 25. Combustion Simulations with reduced mechanisms using hybrid optimization

   University essay from Lunds universitet/Fysiska institutionen; Lunds universitet/Förbränningsfysik

   Author : Marius Burman Ingeberg; [2018]
   Keywords : Optimization; Reduced mechanism; Hybrid optimization; simulated annealing; Genetic algorithm; Physics and Astronomy;

   Abstract : In order to simulate complex combustion systems, the kinetic mechanisms describing the chemical processes have to be reduced. To minimize the error introduced by the reduction, coefficients of the reaction rates included in the mechanisms can be adjusted in ways so that simulations using the reduced mechanism behave like simulations that use detailed mechanisms. READ MORE