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Titlebook: Recent Advances in Soft Computing and Cybernetics; Radek Matoušek,Jakub Kůdela Book 2021 The Editor(s) (if applicable) and The Author(s),

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A Classification-Based Heuristic Approach for Dynamic Environmentserlying components of the proposed method as well as to compare its performance with similar single point search-based hyper-heuristic approaches proposed for dynamic environments. The experimental results are promising and show the strength of the proposed heuristic approach.
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Stochastic Optimization of a Reinforced Concrete Element with Regard to Ultimate and Serviceability t ultimate and serviceability limit states are satisfied. Using regression analysis of these assessed probabilities, the algorithm finds new possible solution. The probabilities are assessed on orthogonal grid via modified bisection method. The paper concludes with presentation of the performed calculations and their results.
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Does Lifelong Learning Affect Mobile Robot Evolution?ary and a Reinforcement Learning algorithm. It combines the evolutionary and learning processes found in nature to co-evolve robot morphology and controller. ReCoAl works by allowing a direct policy gradient based RL algorithm to improve the controller of an evolved robot to better utilise the avail
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