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computational efficiency是什麼意思,computational efficiency的意思翻譯、用法、同義詞、例句

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常用詞典

  • [計] 計算效率

  • 例句

  • The numerical results demonstrate that it has very high precision on coarse spatial meshes and superior computational efficiency over the discrete SN method.

    計算結果表明,與傳統S_N方法相比,它具有很高的計算效率,在很粗的節塊分割下具有非常高的精度。

  • Using the local nonlinear property of the isolated structure, the computational efficiency of nonlinear time history analysis of the isolated structure is close to that of linear dynamic analysis.

    充分利用鉛芯橡膠支座隔震結構的局部非線性性質,使非線性隔震結構的時程分析計算效率接近線性動力分析。

  • For the nonlinear convection-dominated diffusion equation, this method can not only stabilize the numerical oscillation but also accelerate the convergence and improve the computational efficiency.

    對于非線性對流占優擴散方程,不僅可以消除因對流占優項引起的數值振蕩現象,還可以加快收斂速度、提高計算效率。

  • MPI parallel algorithm is also adopted in order to enhance computational efficiency.

    在計算中,采用了MPI并行算法,提高了計算效率。

  • The experiment results indicate that the improved ICM algorithm can greatly improve the computational efficiency.

    實驗結果表明,改進的算法能夠大幅度提高計算效率。

  • In addition, small matrix derived from this method promotes the computational efficiency.

    另外,由于這種方法所導緻的矩陣階數小,因此計算效率較高。

  • When they are used for the direct geodetic problem of long distance, their computational efficiency is better than that of ****** iterative means.

    兩種算法在長距離大地測量主題解算時,計算效率較簡單疊代法均有所提高。

  • Finally, the computational efficiency of spiking neural P systems is investigated.

    最後研究了脈沖神經膜系統的計算有效性。

  • While the full wave equation method is low in both computational efficiency and S/N ratio.

    而全程波動方程法,不僅計算效率低,而且正演記錄的信噪比低。

  • The new algorithm can reduce handover probability and enhance the computational efficiency. Simulation results show that the algorithm has better performance.

    該算法能夠有效地降低路徑的切換概率,能夠提高計算效率,通過分析表明該算法具有較好的性能。

  • Experimental results show that, on a large number of natural images set, the method has better color balance effect and better computational efficiency.

    通過對大量自然圖像測試的實驗結果表明,該方法能夠獲得較好的色彩白平衡效果,且計算效率較優。

  • Meanwhile, due to the large number of micro units, select the appropriate method to improve computational efficiency is also a need to address the problem.

    同時,由于細觀單元數量龐大,選擇合適的計算方法,提高計算效率也是該問題的關鍵。

  • These algorithms all exist weakness in some certain degree that of low computational efficiency.

    這些算法都存在不同程度地通過犧牲計算效率換取數值穩定性的不足。

  • Compared with the AWWE scheme in the time-space domain, the proposed scheme has some advantages in computational efficiency.

    與已有時間-空間域AWWE逆時偏移算法相比,新方法計算效率更高。

  • The characteristics of PSDM based on double square root (DSR)are little alias, simply boundary treatment, not required seismic source wavelet and great computational efficiency.

    基于雙平方根(DSR)方程的PSDM方法具有傾角假頻少、邊界處理簡單、無需求取震源子波以及計算效率高等特點。

  • This approach is advantageous in terms of numerical stability, computational efficiency and storage saving.

    這種解法具有數值穩定性好、計算效率高和節省内存等優點,它也適用于序貫平差。

  • At present, the main problem in three-dimensional (3D) forward modeling is lower computational efficiency.

    目前大地電磁三維正演模拟的主要問題是計算效率偏低。

  • Compared experiments results show that the proposed method realizes a good tradeoff between computational efficiency, consistency error and inner-cluster scattering.

    對比實驗結果表明,該分割算法的時間效率、一緻性誤差以及類内散布度等性能較為均衡,具有較好的實用價值。

  • Finally, several simulation cases are illustrated to show the usefulness and computational efficiency with the real-time simulation system.

    最後本論文提出一些電力系統的案例,證明即時模拟系統的效率與準确的模拟結果。

  • The combination of analytic and numeric methods is an important approach to enhance computational efficiency.

    計算機的普及使得多種數值方法能應用于孢粉分析中。

  • In this way, higher computational efficiency is obtained and effects of the teeth can be described more appropriate. It is easy to use the models of…

    該模型可方便地計算定子的各階模态,通過算例和實驗說明模型是可行的,可用于電機系統性能預測和參數優化設計。

  • The numerical results presented in this paper demonstrate significant improvement of computational efficiency in comparison with the traditional semi inverse procedure.

    計算結果表明該算法適用于包括小尺度分離的流動;

  • Comparing with existing schemes, the computational efficiency of the new scheme is obviously improved.

    與現有方案相比,新方案的有效性顯著提高。

  • A numerical example is presented to analyze the applicability, computational accuracy and efficiency.

    通過實例分析驗證了所建議方法的適用範圍、計算精度和效率。

  • 同義詞

  • |computing power;[計]計算效率

  • 專業解析

    Computational Efficiency(計算效率) 指算法或系統在執行任務時,以最小的時間和計算資源消耗達到預期目标的能力。其核心在于優化計算過程中的時間複雜度和空間複雜度,确保在有限資源下完成高性能運算。

    從技術層面看,計算效率包含兩個維度:

    1. 時間效率:衡量算法執行速度,通常用時間複雜度表示。例如,快速排序算法的時間複雜度為$O(n log n)$,比冒泡排序的$O(n)$更高效(來源:MIT OpenCourseWare《算法導論》)。
    2. 空間效率:評估内存占用情況。例如,動态規劃通過存儲中間結果減少重複計算,可能以空間換時間(來源:Stanford University《算法設計與分析》)。

    在工程應用中,計算效率直接影響系統性能。例如,深度學習模型通過優化矩陣運算(如使用GPU加速)提升訓練速度(來源:arXiv論文《Deep Learning Optimization Methods》)。此外,嵌入式系統常需平衡效率與功耗,如實時操作系統通過精簡調度算法降低延遲(來源:IEEE Xplore《嵌入式系統設計》)。

    : https://ocw.mit.edu/courses/6-006-introduction-to-algorithms-spring-2020/

    : https://online.stanford.edu/courses/soe-ycsalgorithms1-algorithms-design-and-analysis

    : https://arxiv.org/abs/1609.04747

    : https://ieeexplore.ieee.org/document/8448838

    網絡擴展資料

    “Computational efficiency”(計算效率)是計算機科學和工程領域的核心概念,指在有限的計算資源(如時間、内存、能耗等)下,系統或算法完成任務的最優程度。其核心目标是用更少的資源實現更高的性能,具體可從以下維度解析:


    一、核心定義


    二、關鍵指标

    1. 時間複雜度:衡量運算步驟隨輸入規模增長的變化趨勢。
    2. 空間複雜度:評估内存占用與輸入規模的關系。
    3. 能耗效率:在移動設備或嵌入式系統中,降低計算能耗尤為重要。

    三、優化方法


    四、應用場景


    五、實際案例


    計算效率的提升需在時間、空間和能耗之間權衡取舍,具體優化策略需結合應用場景和資源限制。

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