Browsing by Subject "genetic algorithm"
Now showing items 1-3 of 3
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Diversity and Novelty as Objectives in Poker
(2016-08-18)Evolutionary algorithms are capable to lead to efficient solutions without a predefined design and few human bias. However, they can be prone to early convergence and may be deceived by a non-informative or deceptive fitness ... -
Evolving Hierarchical Structures for Convolutional Neural Networks using Jagged Arrays
(2018-04-04)Traditionally, deep learning practitioners have relied on heuristics and past high-performing networks to hand-craft their neural network architectures because architecture search algorithms were too computationally ... -
ROBUST OPTIMIZATION ALGORITHMS FOR THE FLOW SHOP AND JOB SHOP SCHEDULING PROBLEMS WITH RANDOM FAILURES AND PREVENTIVE MAINTENANCE
(2021-01-05)Inspired by a real-life problem in the kitchen cabinet manufacturing industry, this thesis proposes a suite of algorithms for solving the flow shop and the job shop scheduling problems (FSP & JSP) with both scheduled ...