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Singularly perturbed nonlinear ODEs and interior point optimizationalgorithms
Published 1995“…This mathematical connection provides a theoretical framework for the analysis of the dynamical properties long known and exploited in interior point-based optimization techniques. …”
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Spacecraft spin axis attitude determination
Published 1992“…The formulation has a mathematically transparent interpretation as a search for the optimal unit vector on the surface of the unit sphere. …”
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Exploiting the internal resonance in shunted circuit-based vibration suppression
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66
Efficient self-attention with smart pruning for sustainable large language models
Published 2025“…This reduces the number of trainable parameters, accelerating the overall training process and enabling faster convergence. Second, the Weight Matrix Folding method is introduced to efficiently prune the self-attention layer matrices in a simple and efficient mathematical model. …”
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Student advising decision to predict student's future GPA based on Genetic Fuzzimetric Technique (GFT)
Published 2015“…Most of real life decision making processes are of that type of uncertainty. One such problem is to decide on the predicted GPA level for students during the admission process to the university. …”
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Multi-Mode Resource Constrained Project Scheduling Problem with Material Ordering to Maximize NPV
Published 2018Get full text
doctoralThesis -
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Bootstrap-based Aggregations and their Stability in Feature Selection
Published 2022Get full text
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Dynamic task offloading and scheduling for low-latency IoT services in multi-access edge computing
Published 2019“…Furthermore, we jointly decide on the computing resource allocation for the hosted applications, and we refer this problem as the Dynamic Task Offloading and Scheduling problem, encompassing the three subproblems mentioned earlier. We mathematically formulate this problem, and owing to its complexity, we design a novel thoughtful decomposition based on the technique of the Logic-Based Benders Decomposition. …”
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