بدائل البحث:
algorithm machine » algorithm achieves (توسيع البحث), algorithm within (توسيع البحث)
machine function » achieve functions (توسيع البحث), sine function (توسيع البحث)
using functional » brain functional (توسيع البحث), plant functional (توسيع البحث)
algorithm machine » algorithm achieves (توسيع البحث), algorithm within (توسيع البحث)
machine function » achieve functions (توسيع البحث), sine function (توسيع البحث)
using functional » brain functional (توسيع البحث), plant functional (توسيع البحث)
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Overnight technician routing and scheduling problem with time windows and balanced workloads: a bi-objective zebra optimization algorithm
منشور في 2025"…The performance evaluation and validation results revealed that the proposed ML-based BOZOA provides very good performance in solving TRSPTWs at a variety of scales with respect to the optimality criteria, including, number of taken iterations, infeasibility, optimality error and complementarity compared with both an exact solver and two inspired algorithms from ZOA.</p> <p><b>Highlights</b></p><p>An ML-based bi-objective zebra optimisation algorithm to treat large-scale TRSPs</p><p>Centroid-based clustering on the population of zebras to avoid bias towards a specific search space</p><p>Making a trade-off between exploration and exploitation of the feasible region in the developed algorithm</p><p>A new MINLP model of a weighted bi-objective TRSP with limited capacity depots</p><p>Workload function, penalty function for lateness, subcontracts, time windows for tasks and breaks</p><p>Experiments using real data to show the performance of the model and solution method</p><p></p> <p>An ML-based bi-objective zebra optimisation algorithm to treat large-scale TRSPs</p> <p>Centroid-based clustering on the population of zebras to avoid bias towards a specific search space</p> <p>Making a trade-off between exploration and exploitation of the feasible region in the developed algorithm</p> <p>A new MINLP model of a weighted bi-objective TRSP with limited capacity depots</p> <p>Workload function, penalty function for lateness, subcontracts, time windows for tasks and breaks</p> <p>Experiments using real data to show the performance of the model and solution method</p>…"
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Reverse cumulative distribution and boxplot of residual for model performance comparison.
منشور في 2024الموضوعات: -
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Drug Release Nanoparticle System Design: Data Set Compilation and Machine Learning Modeling
منشور في 2025"…Herein, 11 different AI/ML algorithms were used to develop the predictive AI/ML models. …"