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相关概念视频

Combinatorial Gene Control02:33

Combinatorial Gene Control

8.4K
Combinatorial gene control is the synergistic action of several transcriptional factors to regulate the expression of a single gene. The absence of one or more of these factors may lead to a significant difference in the level of gene expression or repression.
The expression of more than 30,000 genes is controlled by approximately 2000-3000 transcription factors. This is possible because a single transcription factor can recognize more than one regulatory sequence. The specificity in gene...
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Gene Evolution - Fast or Slow?02:05

Gene Evolution - Fast or Slow?

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The genomes of eukaryotes are punctuated by long stretches of sequence which do not code for proteins or RNAs. Although some of these regions do contain crucial regulatory sequences, the vast majority of this DNA serves no known function. Typically, these regions of the genome are the ones in which the fastest change, in evolutionary terms, is observed, because there is typically little to no selection pressure acting on these regions to preserve their sequences.
In contrast, regions which code...
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Signal Sequences and Sorting Receptors01:41

Signal Sequences and Sorting Receptors

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Signal sequences are short amino acid sequences that guide newly synthesized proteins to their proper location within the cell. Classical signal sequences are fifteen to sixty amino acids long and present at the N-terminus of a polypeptide chain. Each signal sequence has a conserved segment of basic residues towards their N terminus, a hydrophobic core, and a C-terminus rich in polar residues. The C-terminus also contains a signal cleavage site and features a -3 -1 sequence motif. The -3-1...
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相关实验视频

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

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使用非主导排序遗传算法 (NSGA2) 的交通灯优化.

Samara Soares Leal1, Paulo Eduardo M de Almeida2

  • 1University Center of Belo Horizonte - UniBH, Av. Professor Mário Werneck, 1685, Buritis, Belo Horizonte, MG, 30575-180, Brazil. samara.leal@unibh.br.

Scientific reports
|September 20, 2023
PubMed
概括

本研究引入了一种新的实时交通信号控制方法,即交通信号主动控制 (ACTS),该方法可显著减少城市地区的车辆延误和交通拥堵.

科学领域:

  • 城市规划和智能交通系统
  • 在交通管理中的计算智能应用.
  • 针对现实世界问题的优化算法.

背景情况:

  • 交通拥堵对城市社会,环境和经济产生负面影响.
  • 现有的交通控制计算智能 (CI) 策略往往缺乏实时适应和多目标优化.
  • 许多CI模型严重依赖模拟,阻碍了实际部署.

研究的目的:

  • 为相互连接的十字路口呈现一种新的实时交通信号优化方法.
  • 通过结合动态车辆需求和多个目标来解决当前交通控制策略的局限性.
  • 通过使用现实世界的交通数据来评估拟议方法的有效性.

主要方法:

  • 交通信号主动控制 (ACTS) 方法的开发.
  • 将ACTS与非主导排序遗传算法集成,以实现多目标优化 (最大限度地减少平均延迟和车辆停止).
  • 在AIMSUN交通模拟器中使用Belo Horizonte (BHTrans) 的真实车辆需求数据集进行验证.

主要成果:

  • 与现有的BHTrans交通控制计划相比,ACTS方法显示了平均车辆延误的显著减少,几乎减少了一半.
  • 优化过程有效地平衡了多个目标,包括尽量减少延误和车辆停止.
  • 模拟结果显示,交通流量和拥堵减少的实质性改进.

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

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Optimizing the Use of a Liquid Handling Robot to Conduct a High Throughput Forward Chemical Genetics Screen of Arabidopsis thaliana
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Optimizing the Genetic Incorporation of Chemical Probes into GPCRs for Photo-crosslinking Mapping and Bioorthogonal Chemistry in Live Mammalian Cells
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Optimizing the Genetic Incorporation of Chemical Probes into GPCRs for Photo-crosslinking Mapping and Bioorthogonal Chemistry in Live Mammalian Cells

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结论:

  • 在城市网络中,ACTS方法为实时交通信号优化提供了实用和有效的解决方案.
  • 这种方法有可能显著缓解交通拥堵,从而缩短旅行时间和改善城市流动性.
  • 该研究强调了智能交通管理系统实时多目标优化的重要性.