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- Is based on the idea of gradient descent. 規則是基於梯度降落這樣一種思路。
- Based on gradient descent rule, the BP( Back Propagation) algorithm is a local optimization algorithm. bp演算法基於梯度下降原理,是一種局部尋優演算法。
- Proposed a new competition algorithm based on gradient descent algorithm acorrding to a cost function defined,and proved the convergence of the new algorithm. 根據定義的損失函數,利用梯度下降法得到新的模型競爭學習演算法,並證明了該競爭演算法的收斂性。
- Furthermore, the gradient descent and recursion least squares are used to optimize the parameters of the basis function and the linear weight of the output layer, respectively. 同時為進一步提高網路性能,採用梯度下降法與遞推最小二乘法混合學習策略,分別對基函數參數(中心與寬度)和輸出層線性權值進行學習。
- By using log-polar image gradient descent for minimizing a dissimilarity measure, mission was tracked, The registration of the airborne imagery shows that the method is efficient. 匹配后,用相對運動時目標的對數極坐標變換圖像梯度下降最小相異評估方法對目標進行跟蹤,通過對航拍照片進行匹配測試,證明了這種方法的有效性。
- Among known model-free optimization techniques, stochastic parallel perturbative gradient descent is perhaps the most promising for adaptive optics applications. 譯文:在已知的無模型優化技術中,隨機并行擾動梯度下降演算法對自適應光學應用而言可能是最有前途的。
- To achieve better network generalization capability, the PSO combined with the gradient descent algorithm was applied to optimize the parameters of the ellipsoidal units. 為提高橢球基概率神經網路的性能,提出了一種把粒子群優化演算法和梯度下降演算法相結合的混合結構優化演算法用於橢球基神經元的優選和控制參數的優化。
- Finally it uses variable learning rate gradient descent method to optimize optimum network which is trained by genetic algorithm, then applied in the multiuser detection. 並用變學習速率梯度下降法優化遺傳訓練出的最優網路,應用到多用戶檢測中。
- Proposed a new competition algorithm based on gradient descent algorithm acorrding to a cost function defined, and proved the convergence of the new algorithm. 根據定義的損失函數,利用梯度下降法得到新的模型競爭學習演算法,並證明了該競爭演算法的收斂性。
- Among known model-free optimization techniques, stochastic parallel perturbative gradient descent is perhaps the most promising for adaptive optics applications. The parallel perturbation technique is well-suited to mixed-mode VLSI implementation. 在已知的無模型優化技術中,隨機并行擾動梯度下降演算法對自適應光學應用而言可能是最有前途的。該并行擾動技術非常適合於用混模VLSI實現。
- The self-tuning fuzzy control algorithm including a back-propagation-based fuzzy controller and the gradient descent method is applied to reduce the pitch motion of the SWATH ship with control stabilizing fins. 控制模式為一自調模糊控制,包括應用一類神經倒傳遞觀念的模糊控制器及梯度下降法來減少縱搖運動。
- Training networks combining genetic algorithm (GA ) based on global optimization with backpropagation (BP) based on gradient descent in the paper make the linking weights of networks self-adaptive evolution in constantly iterative process. 本文採用全局尋優的遺傳演算法(GA)和基於梯度下降的局部尋優反傳演算法(BP)相結合來訓練網路,使網路的連接權在不斷迭代過程中自適應演化。
- By introducing the dynamic error transfer factor associated with mean squared error and using the improved gradient descent approach,the proposed method can identify the fuzzy T-S prediction model. 通過引入與均方誤差相關的動態誤差傳遞因子;使用改進的梯度下降法;本方法能夠辨識模糊T-S預測模型.
- The iteration process is replaced by the PSO based on the gradient descent of FCM, which makes the algorithm have a strong global searching capacity and avoids the local minimum problems of FCM. 新演算法用PSO演算法代替了FCM演算法的基於梯度下降的迭代過程,使演算法具有很強的全局搜索能力,很大程度上避免了FCM演算法易陷入局部極小的缺陷;
- Batch gradient descent with momentum algorithm 動量批梯度下降法
- method of negative gradient descent 梯度下降法
- Stochastic parallel gradient descent algorithm 隨機并行梯度下降演算法
- We could relax the procedure slightly in your case. 我們可以根據你的情況通融一些。
- gradient descent error algorithm 梯度下降法
- The modes of procedure are various and many. 手續繁瑣複雜,不一而足。