Titlebook: Metaheuristics and Nature Inspired Computing; 8th International Co Bernabé Dorronsoro,Farouk Yalaoui,Grégoire Danoy Conference proceedings

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Adaptive Iterative Destruction Construction Heuristic for?the?Firefighters Timetabling Problemof firefighter crews is of importance to better face the forest fire period that yearly occurs. In this study, we investigate the real-world firefighters timetabling problem (FFTP) of the INFOCA institution in Andalusia (Spain) with the aim of increasing operating capacity while taking into account

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Automatic Generation of?Metaheuristic Algorithmsst algorithm contained in the search space. The objective function corresponds to the computational performance of the algorithm measured in terms of computational time, complexity, number of instructions or number of elementary operations. The automatic design of algorithms has been explored for se

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A New Learnheuristic: Binary SARSA - Sine Cosine Algorithm (BS-SCA)nary version of Sine Cosine Algorithm (SCA) using SARSA to select a binarization operator. This operator is required due SCA was created to work in continuous domains. The performance of BS-SCA is benchmarked with a Q-learning version of the learnheuristic. The problem tested was the Set Covering Pr

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Minimum Rule-Repair Algorithm for Supervised Learning Classifier Systems on Real-Valued Classificati repair inaccurate rules with a possible minimum reduction of the rule-generality in order to avoid the problematic cover-delete cycle. We identify the following two principles to achieve this purpose; 1) to repair the rule-condition to omit one incorrect input from a matching space represented by i