This combination of choices of method, representation and formulation makes it difficult to predict which combination may be best.This paper presents an example from process engineering, the design of heat exchanger networks, for which two different representations for the same formulation are available...
We review the Structure-Mapping theory and describe the design of the engine. We analyze the complexity of the algorithm, and demonstrate that most of the steps are polynomial, typically bounded by theta (N sq.) We demonstrate some examples of its operation taken from our cognitive simulation ...
[33]. Cluster analyses, such asprincipal component analysis[34](PCA) or hierarchical clustering[35], should be completed before further downstream analysis to ensure that samples are collected based on the experimental design. If a small number of samples show divergent clustering, their removal ...
AI self-play for algorithm design This research was accepted by the2023 International Conference on Learning Representations (ICLR)(opens in new tab), which is dedicated to the advancement of the branch of artificial intelligence generally referred to as deep learning. A self-play pipeline for a ...
FL algorithm selection is an important consideration in the design of efficient and effective FL systems for vehicular communications. The selection of the appropriate FL algorithm can have a significant impact on the performance and accuracy of the learning model, as well as the resource utilization...
展开 关键词: computational geometry stochastic processes surface reconstruction Poisson surface reconstruction method blending data segmentation heuristic spatial partitioning improved Poisson surface reconstruction algorithm improved marching cubes algorithm Algorithm design and analysis 会议...
Design of a flexible component gathering algorithm for converting cell-based models to graph representations for use in evolutionary search . BMC Bioinformatics . 2014; 15 ( 1 ):178 doi: 10.1186/1471-2105-15-178Budnikova M, Habig J, Lobo D, Cornia N, Levin M, Andersen T. Design of a ...
the capability of this algorithm in dealing with large search domains while solving the engineering design problems by this algorithm can guarantee the possibility of using this algorithm in real-world applications which is a main concern of the researchers based on the recent challenges in developing...
In this work the fundamental limits to computation with respect to manufacturing, energy, physical space, design and verification effort, and algorithms are reviewed. As it is concluded in the paper, engineering difficulties encountered by emerging technologies may indicate yet-unknown limits. In [289...
proposing new methods that aim to learn from noisy labels. Below, we give our analysis of the types of errors in the noisy labels, core mechanisms to handle these errors, and guidelines on how to design a DNN model with proper learning objectives and training procedures to achieve a successfu...