Blar i Department of Informatics på forfatter "Kallestad, Jakob Vigerust"
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Developing an Intelligent Hyperheuristic for Combinatorial Optimization Problems using Deep Reinforcement Learning
Kallestad, Jakob Vigerust (Master thesis, 2021-09-17)There exist many problem-specific heuristic frameworks for solving combinatorial optimization problems. These can perform well for specific use-cases, however when applied to other problem domains these frameworks often ... -
A general deep reinforcement learning hyperheuristic framework for solving combinatorial optimization problems
Kallestad, Jakob Vigerust; Hasibi, Ramin; Hemmati, Ahmad; Sörensen, Kenneth (Journal article; Peer reviewed, 2023)Many problem-specific heuristic frameworks have been developed to solve combinatorial optimization problems, but these frameworks do not generalize well to other problem domains. Metaheuristic frameworks aim to be more ...