Search for dissertations about: "evolution of Learning and development"

Showing result 1 - 5 of 44 swedish dissertations containing the words evolution of Learning and development.

2. 1. Quantifying Process Quality : The Role of Effective Organizational Learning in Software Evolution

   Author : Sebastian Hönel; Morgan Ericsson; Welf Löwe; Anna Wingkvist; Miroslaw Staron; Linnéuniversitetet; []
   Keywords : NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; Software Size; Software Metrics; Commit Classification; Maintenance Activities; Software Quality; Process Quality; Project Management; Organizational Learning; Machine Learning; Visualization; Optimization; Software Technology; Programvaruteknik; Informations- och programvisualisering; Information and software visualization; Computer Science; Datavetenskap; Statistics Econometrics; Statistik;

   Abstract : Real-world software applications must constantly evolve to remain relevant. This evolution occurs when developing new applications or adapting existing ones to meet new requirements, make corrections, or incorporate future functionality. READ MORE

4. 2. Embodied Evolution of Learning Ability

   Author : Stefan Elfwing; Henrik Christensen; Jarmo Alander; KTH; []
   Keywords : NATURVETENSKAP; NATURAL SCIENCES; Embodied Evolution; Evolutionary Robotics; Reinforcement Learning; Shaping Rewards; Meta-parameters; Hierarchical Reinforcement Learning; Computer science; Datalogi;

   Abstract : Embodied evolution is a methodology for evolutionary robotics that mimics the distributed, asynchronous, and autonomous properties of biological evolution. The evaluation, selection, and reproduction are carried out by cooperation and competition of the robots, without any need for human intervention. READ MORE

5. 3. Design Methods and Processes for ML/DL models

   Author : Meenu Mary John; Helena Holmström Olsson; Jan Bosch; Maria Paasivaara; Malmö universitet; []
   Keywords : TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Machine Learning; Deep Learning; Development; Deployment; Evolution;

   Abstract : Context: With the advent of Machine Learning (ML) and especially Deep Learning (DL) technology, companies are increasingly using Artificial Intelligence (AI) in systems, along with electronics and software. Nevertheless, the end-to-end process of developing, deploying and evolving ML and DL models in companies brings some challenges related to the design and scaling of these models. READ MORE

6. 4. Computational Modeling of the Basal Ganglia : Functional Pathways and Reinforcement Learning

   Author : Pierre Berthet; Anders Lansner; Kenji Doya; Stockholms universitet; []
   Keywords : NATURVETENSKAP; NATURAL SCIENCES; computational neuroscience; modelisation; reinforcement learning; basal ganglia; dopamine; datalogi; Computer Science;

   Abstract : We perceive the environment via sensor arrays and interact with it through motor outputs. The work of this thesis concerns how the brain selects actions given the information about the perceived state of the world and how it learns and adapts these selections to changes in this environment. READ MORE

7. 5. Micro-Foundations of Organizational Adaptation : A Field Study in the Evolution of Product Development Capabilities in a Design Firm

   Author : Carlo Salvato; Jönköping University; []
   Keywords : SAMHÄLLSVETENSKAP; SOCIAL SCIENCES; Organizational adaption; Organizational evolution; Organizational replicators; Organizational routines; Firm competences; Dynamic capabilities; Organizational learning; New product development; Business studies; Företagsekonomi;

   Abstract : The aim of this dissertation is to improve knowledge of how organizations adapt to their dynamic environments, by developing a detailed understanding of the configuration and evolution of organizational replicators. Among open questions in the literature on organizational adaptation, I have explored the following: How can the structure of organizational replicators and the nature of their components be realistically described? How do different organizational replicators interact with each other at different levels within and across organizational boundaries? How do replicators evolve? Why do firms need dynamic capabilities? I’ve addressed these questions by means of an embedded, longitudinal field study of Alessi, an Italian firm founded in 1921, active in the development and production of hundreds of design household products. READ MORE