Sökning: "Samiul Alam"

Hittade 2 uppsatser innehållade orden Samiul Alam.

1. 1. Recurrent neural networks in electricity load forecasting

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Samiul Alam; [2018]
   Nyckelord :Recurrent neural networks electricity load forecasting lstm renewable energy;

   Sammanfattning : In this thesis two main studies are conducted to compare the predictive capabilities of feed-forward neural networks (FFNN) and long short-term memory networks (LSTM) in electricity load forecasting. The first study compares univariate networks using past electricity load, as well as multivariate networks using past electricity load and air temperature, in day-ahead load forecasting using varying lookback periods and sparsity of past observations. LÄS MER

3. 2. Sudokulösare: Jämförelse av körtider för backtracking och mänskliga strategier

   Kandidat-uppsats, KTH/Skolan för datavetenskap och kommunikation (CSC)

   Författare :Mark Wong; Samiul Alam; [2015]
   Nyckelord :;

   Sammanfattning : Sudoku solvers are a widely researched topic among mathematicians and computer scientists. This report investigates the differences in execution time and time complexity between backtracking and human strategies for classes with 17-21 clues. LÄS MER