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Optimization of sequence modeling algorithm and long-range dependency handling based on dynamic attention mechanism

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Optimization of sequence modeling algorithm and long-range dependency handling based on dynamic attention mechanism

Lijie Li · Springer · 2026 · ISSN 2731-0809

Abstract Long-range dependency processing is the core challenge of sequence modeling, and traditional sequence modeling algorithms suffer from information decay and low parallel computing efficiency in ultra long sequenc...

LCC TENDOkNvbXB1dGF0aW9uYWwgbGluZ3Vpc3RpY3MuIE5hdHVyYWwgbGFuZ3VhZ2UgcHJvY2Vzc2luZw~~; LCC:Electronic computers. Computer sciIdioma eng

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Optimization of urban and rural planning layout based on POI data and ACO model

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Optimization of urban and rural planning layout based on POI data and ACO model

Meiying Wang · Springer · 2026 · ISSN 2948-2992

Abstract To solve the problem of poor effectiveness and efficiency in traditional urban and rural planning layout optimization methods, an innovative urban and rural planning layout optimization method combining ant colo...

LCC LCC:Electronic computers. Computer scienceIdioma eng

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