Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 3 of 3 for “"evolutionary operations"”.
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Towards Better Turn-Based Strategy Planning Agents: Turn-Based Evolutionary Tree Search
… Carlo Tree Search (MCTS) and Rolling Horizon Evolutionary Algorithms (RHEA) struggle to scale. First, we perform an investigation into state-of-the-art Deep Learning based models for game agents in TUBSTAP. Then, we propose Turn-Based Evolutionary Tree Search (TBETS), a novel hybrid algorithm …
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Multi-Objective Optimization Framework for Generation Expansion Planning Under Transmission Constraints
… system designs are iteratively refined through evolutionary operations until they converge to a Pareto set of optimal solutions. Scenario-based simulations are conducted to validate the framework, demonstrating its capability to generate technically feasible and computationally efficient …
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Data Mining with Newton's Method.
… NM is compared to GAs and to the simplex evolutionary operation algorithm (EVOP). We find that GAs, NM, and EVOP all perform efficiently for well-behaved global optimization functions with NM providing an exponential improvement in convergence rate. For local optimization problems, we find …