Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Multi-input and Multi-variable systems01:22

Multi-input and Multi-variable systems

373
Cruise control systems in cars are designed as multi-input systems to maintain a driver's desired speed while compensating for external disturbances such as changes in terrain. The block diagram for a cruise control system typically includes two main inputs: the desired speed set by the driver and any external disturbances, such as the incline of the road. By adjusting the engine throttle, the system maintains the vehicle's speed as close to the desired value as possible.
In the absence of...
373
Collisions in Multiple Dimensions: Problem Solving01:06

Collisions in Multiple Dimensions: Problem Solving

5.2K
In multiple dimensions, the conservation of momentum applies in each direction independently. Hence, to solve collisions in multiple dimensions, we should write down the momentum conservation in each direction separately. To help understand collisions in multiple dimensions, consider an example.
A small car of mass 1,200 kg traveling east at 60 km/h collides at an intersection with a truck of mass 3,000 kg traveling due north at 40 km/h. The two vehicles are locked together. What is the...
5.2K
Criticisms of the Evolutionary Perspective01:23

Criticisms of the Evolutionary Perspective

325
In a study where individuals posing as strangers offered compliments and proposed casual sex to students, the responses differed significantly based on gender. Not a single woman accepted the proposal, while 70% of the men agreed. This outcome provides a useful scenario to explore through the lens of evolutionary psychology and social learning theory, highlighting the diverse perspectives on human sexual behaviors.
Evolutionary psychology provides one explanation for these findings, suggesting...
325
Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving01:29

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving

264
Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
264
Collisions in Multiple Dimensions: Introduction01:05

Collisions in Multiple Dimensions: Introduction

6.5K
It is far more common for collisions to occur in two dimensions; that is, the initial velocity vectors are neither parallel nor antiparallel to each other. Let's see what complications arise from this. The first idea is that momentum is a vector. Like all vectors, it can be expressed as a sum of perpendicular components (usually, though not always, an x-component and a y-component, and a z-component if necessary). Thus, when the statement of conservation of momentum is written for a...
6.5K
Decision Making: P-value Method01:09

Decision Making: P-value Method

6.8K
The process of hypothesis testing based on the P-value method includes calculating the P- value using the sample data and interpreting it.
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim  is also stated. These statements can act as null and alternative hypotheses:  a null hypothesis would be a neutral statement while the alternative hypothesis can...
6.8K

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Hepatic Arachidonic Acid Dysregulation Impairs Double-Negative Regulatory T Cell-Mediated Immunoregulation via CD39 Downregulation and Drives MASLD Development.

Journal of immunology research·2026
Same author

An integrated computational-experimental approach identifies Malate Synthase G as therapeutic target to disrupt carbon metabolism in chronic Pseudomonas aeruginosa infection.

Functional & integrative genomics·2026
Same author

Deficiency of FUNDC1-mediated mitophagy impairs macrophages immunometabolism to drive Sepsis-induced immunosuppression.

International immunopharmacology·2026
Same author

Single-cell profiling reveals hepatic monocyte-derived macrophages heterogeneity during steatotic liver disease.

Hepatology communications·2026
Same author

The heterogeneity and sexual-dimorphism of human TCRαβ<sup>+</sup>CD4<sup>-</sup>CD8<sup>-</sup> double negative T cells.

Journal of genetics and genomics = Yi chuan xue bao·2026
Same author

The mediating role of biological age acceleration in the associations between lifestyle factors and incident digestive system cancers: A Prospective Cohort Study from the UK Biobank.

The journal of nutrition, health & aging·2026

相关实验视频

Updated: Jan 9, 2026

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
11:53

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm

Published on: December 9, 2012

13.4K

一个Kriging辅助的进化算法,具有双重视角和双重指标,用于昂贵的强大的多目标优化.

Wenying Chen, Yong Wang, Zhiyao Zhang

    IEEE transactions on cybernetics
    |December 8, 2025
    PubMed
    概括
    此摘要是机器生成的。

    本研究介绍了一个新的算法 (KPI) 昂贵的强大的多目标优化问题. 通过使用双重视角和指标,KPI平衡了最佳性和稳定性,优于现有方法.

    更多相关视频

    Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances
    07:35

    Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances

    Published on: October 11, 2018

    7.9K
    Efficient Sampling of Genetically Encoded Biosensor Design Space Enabled with a Design of Experiments and Automation Workflow
    08:58

    Efficient Sampling of Genetically Encoded Biosensor Design Space Enabled with a Design of Experiments and Automation Workflow

    Published on: October 17, 2025

    565

    相关实验视频

    Last Updated: Jan 9, 2026

    Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
    11:53

    Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm

    Published on: December 9, 2012

    13.4K
    Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances
    07:35

    Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances

    Published on: October 11, 2018

    7.9K
    Efficient Sampling of Genetically Encoded Biosensor Design Space Enabled with a Design of Experiments and Automation Workflow
    08:58

    Efficient Sampling of Genetically Encoded Biosensor Design Space Enabled with a Design of Experiments and Automation Workflow

    Published on: October 17, 2025

    565

    科学领域:

    • 优化算法 优化算法
    • 计算科学 计算科学
    • 机器学习 机器学习

    背景情况:

    • 昂贵的强大的多目标优化问题 (ExRMOPs) 需要平衡解决方案的最佳性和强度.
    • 现有的进化算法往往专注于平均或最坏情况的性能,忽视它们的互补性.

    研究的目的:

    • 提出一个新的Kriging辅助进化算法 (KPI),解决ExRMOPs现有方法的局限性.
    • 通过考虑平均和最坏情况的视角,开发一种适应性平衡最佳性和稳健性的方法.

    主要方法:

    • 开发一个双视角聚合函数 (DPAF),根据人口稳定权衡平均和最差情况的表现.
    • 引入双指标候选人选择策略,使用强大的最佳性和多样性指标.
    • 使用Kriging替代模型,以高效处理昂贵的功能评估.

    主要成果:

    • 与现有方法相比,拟议的KPI算法在解决ExRMOPs方面表现出优异的性能.
    • 对基准测试套件的广泛实验和现实世界的应用验证了KPI的有效性.
    • 双视角方法和基于指标的选择策略有助于改进强大的优化.

    结论:

    • 通过自适应地平衡最佳性和稳定性,KPI为ExRMOPs提供了有效的解决方案.
    • 拟议的DPAF和候选人选择策略是强大的进化优化关键创新.
    • 这些发现表明未来研究昂贵的多目标优化有希望的方向.