Essays about: "search-based methods"

Showing result 1 - 5 of 13 essays containing the words search-based methods.

  1. 1. Using search based methods for beamforming

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Adam Bergman Karlsson; [2024]
    Keywords : Beamforming; Artificial Intelligence; AlphaZero; Radio Resource Management; Monte Carlo Tree Search;

    Abstract : In accommodating the growing global demand for wireless, Multi-User Multiple-Input and Multiple-Output (MU-MIMO) systems have been identified as the key technology. In such systems, a transmitting basestation serves several users simultaneously, increasing the network capacity. READ MORE

  3. 2. The utilization of log files generated by test executions: A systematic literature review

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Elmi Bile Gabaire; [2023]
    Keywords : Software testing; test execution logs; test execution traces; test case generation; test suite optimization;

    Abstract : Context: Testing is an important activity in software development and is typically estimated to account for nearly half of the efforts in the software development cycle. This puts a great demand on improving the artifacts involved in this task such as the test cases and test suites (a collection of test cases). READ MORE

  4. 3. A deep learning based side-channel analysis of an FPGA implementation of Saber

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

    Author : Yanning Ji; [2022]
    Keywords : Side-Channel Attack; Deep Learning; Post-quantum Cryptography; Sidokanalsattack; djupinlärning; postkvantkryptering;

    Abstract : In 2016, NIST started a post quantum cryptography (PQC) standardization project in response to the rapid development of quantum algorithms which break many public-key cryptographic schemes. As the project nears its end, it is necessary to assess the resistance of its finalists to side-channel attacks. READ MORE

  5. 4. A comparison of two tree-search based algorithms for playing 3-dimensional Connect Four

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

    Author : David Avellan-Hultman; Emil Gunnberg Querat; [2021]
    Keywords : ;

    Abstract : This thesis aims to investigate general game-playing by conducting a comparison between the well-known methods Alpha-beta Pruning and Monte Carlo Tree Search in a new context, namely a three-dimensional version of the game Connect Four. The methods are compared by conducting a tournament with instances of both methods at varying levels of allowed search extent and measuring the performance as a function of the average thinking time taken per move. READ MORE

  6. 5. MACHINE LEARNING-ASSISTED LOAD TESTING

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Erblin Isaku; [2021]
    Keywords : Performance testing; load testing; search-based testing; workload generation; machine learning; evolutionary algorithms; reinforcement learning;

    Abstract : The increasing worldwide demand for software systems involved in society has led to the need where not only functionality is fundamental and addressed, but end-user satisfaction in terms of availability, throughput, and response time is essential and should be preserved. Thus, systems must be evaluated at preset load levels to assess the non-functional quality problems from the closest perspective of real application use. READ MORE