Essays about: "trial and error"

Showing result 11 - 15 of 125 essays containing the words trial and error.

1. 11. Technological Innovation System of hydroponics technology in Halland : A case study on functional weaknesses

   University essay from Högskolan i Halmstad/Akademin för företagande, innovation och hållbarhet

   Author : Binil Shah Usman Thorath; Josephine Palma Porto; [2023]
   Keywords : Technological Innovation Systems TIS ; TIS Framework; Functions of TIS; Hydroponics technology; Halland Region of Sweden;

   Abstract : Problem Discussion: The world population is increasing at a rate that the current food production capacity would not be able to sustain. In Sweden, only a small portion of the land area is used for cultivation and there is a high percentage of imports of food. READ MORE

3. 12. Decision Policies for Early Stage Clinical Trials with Multiple Endpoints

   University essay from Göteborgs universitet/Institutionen för matematiska vetenskaper

   Author : Víctor López Juan; [2022-11-11]
   Keywords : clinical trials; early stage; multivariate; Lalonde;

   Abstract : Before a drug can be prescribed to patients, it must be shown to be safe and effective for a certain indication in a controlled clinical trial (known as Phase III). Such studies are costly to run and expose patients to potential risks. READ MORE

4. 13. Investigating Relations between Regularization and Weight Initialization in Artificial Neural Networks

   University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

   Author : Rasmus Sjöö; [2022]
   Keywords : Artificial Neural Networks; L1 Regularization; L2 Regularization; Loss Function; Maximum Likelihood; Regularization Strength Synthetic Data Generation; Weight Initialization; Physics and Astronomy;

   Abstract : L2 regularization is a common method used to prevent overtraining in artificial neural networks. However, an issue with this method is that the regularization strength has to be properly adjusted for it to work as intended. This value is usually found by trial and error which can take some time, especially for larger networks. READ MORE

5. 14. Psychological Safety in a Hybrid Work Environment – a new Challenge for Managers

   University essay from Lunds universitet/Företagsekonomiska institutionen

   Author : Pablo Santi Velazco; Raffael Bless; [2022]
   Keywords : Psychological Safety; Hybrid Work Environment; Team Building Development; Change Management; Business and Economics;

   Abstract : Several studies have shown psychological safety to be one of the leading factors in creating an effective team. Nevertheless, there is very little academic research studying the challenges that appear in a hybrid work environment or which practices in fostering psychological safety may need to be adapted to create an effective team in such a work environment. READ MORE

6. 15. Prediction of appropriate L2 regularization strengths through Bayesian formalism

   University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation; Lunds universitet/Institutionen för astronomi och teoretisk fysik - Genomgår omorganisation

   Author : Alexander Degener; [2022]
   Keywords : Machine learning; Artificial Neural Network; L2 regularization strength; Bayesian formalism; Classification tasks; Physics and Astronomy;

   Abstract : This paper proposes and investigates a Bayesian relation between optimal L2 regularization strengths and the number of training patterns and hidden nodes used for an artificial neural network. The results support the proposed dependence for number of training patterns, while the dependence on hidden architecture was less clear. READ MORE