酒精测试场所的时间表优化
Hongjun Yu1, Emily Moylan1, Mike Bambach1
1School of Civil Engineering, The University of Sydney, Sydney, Australia.
Scientific reports
|May 28, 2024
概括
使用遗传算法优化随机呼吸测试 (RBT) 显著提高了饮酒驾驶的威能力. 这种方法可以提高150%的积极结果和59%的整体测试,从而提高了道路安全.
科学领域:
- 道路交通安全问题 道路安全问题
- 交通工程是交通工程.
- 计算智能是一种计算智能.
背景情况:
- 饮酒驾驶是造成道路交通事故和死亡的主要原因之一.
- 酒精测试,特别是随机呼吸测试 (RBT),是阻止酒后驾驶的关键对策.
- RBT不仅可以阻止经过测试的驾驶员,还可以阻止目击测试的观察员.
研究的目的:
- 提出一种基于遗传算法 (GA) 的方法来优化RBT时间表,以最大限度地阻止饮酒驾驶.
- 开发一个调度模型,考虑测试的地点,时间和持续时间.
- 将测试结果和观察者效应纳入优化的健身功能.
主要方法:
- 使用遗传算法 (GA) 来优化RBT调度.
- 实施了限制以建模有限的测试资源,包括总测试时间,站点时间和站点数量.
- 使用与酒精有关的撞车数据的聚类来估计饮酒驾驶模式.
- 分析了来自澳大利亚维多利亚州的交通流量数据,以模拟清醒和饮酒驾驶行为.
主要成果:
- 提出的基于GA的RBT调度优化方法显示了显著的改进.
- 一个合成示例显示,阳性结果增加了150%,总体测试增加了59%.
- 该方法有效地平衡了威与资源限制的威.
结论:
- 基于GA的RBT调度优化是一种高度有效的策略,可以增强饮酒驾驶的威.
- 这种方法在最大限度地提高积极结果和测试效率方面比传统方法有了显著的改进.
- 优化RBT调度可以使道路交通事故和饮酒驾驶造成的死亡人数减少.
相关概念视频
01:38Preparation of Alcohols via Substitution Reactions
Overview
Alcohols can be synthesized from alkyl halides via nucleophilic substitution reactions. The highly polar carbon-halogen bond in the substrate makes halide a good leaving group. The hydroxide ion or water can act as a nucleophile to take the place of halide and form an alcohol. The substitution reactions occur via two different reaction pathways, SN1 or SN2, depending on the nature of carbon attached to the halide.
Primary alcohols are synthesized from primary alkyl halides, and the...
Alcohols can be synthesized from alkyl halides via nucleophilic substitution reactions. The highly polar carbon-halogen bond in the substrate makes halide a good leaving group. The hydroxide ion or water can act as a nucleophile to take the place of halide and form an alcohol. The substitution reactions occur via two different reaction pathways, SN1 or SN2, depending on the nature of carbon attached to the halide.
Primary alcohols are synthesized from primary alkyl halides, and the...
02:15Preparation of Alcohols via Addition Reactions
Overview
The acid-catalyzed addition of water to the double bond of alkenes is a large-scale industrial method used to synthesize low-molecular-weight alcohols. An acidic atmosphere is required to allow the hydrogen in the water molecule to act as an electrophile and attack the double bond in an alkene. The addition of a proton to the double bond creates a carbocation intermediate. The proton preferentially bonds to the less substituted end of the double bond to create a more stable carbocation...
The acid-catalyzed addition of water to the double bond of alkenes is a large-scale industrial method used to synthesize low-molecular-weight alcohols. An acidic atmosphere is required to allow the hydrogen in the water molecule to act as an electrophile and attack the double bond in an alkene. The addition of a proton to the double bond creates a carbocation intermediate. The proton preferentially bonds to the less substituted end of the double bond to create a more stable carbocation...
02:23Alcohols from Carbonyl Compounds: Reduction
Reduction is a simple strategy to convert a carbonyl group to a hydroxyl group. The three major pathways to reduce carbonyls to alcohols are catalytic hydrogenation, hydride reduction, and borane reduction.
Catalytic hydrogenation is similar to the reduction of an alkene or alkyne by adding H2 across the pi bond in the presence of transition metal catalysts like Raney Ni, Pd–C, Pt, or Ru. Aldehydes and ketones can be reduced by this method, often under mild to moderate heat (25–100°C) and...
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02:31Protection of Alcohols
This lesson delves into the concept of protection and deprotection of a functional group fundamental to synthetic organic chemistry. These phenomena are explained in the context of aliphatic and aromatic alcohols.
Protection
It defines a protecting group as the masking agent to make the more reactive species inert to a given set of conditions. This concept is depicted via the illustration of liquid flow through different outlets in an assembly of pipes. The analogy helps to understand the role...
Protection
It defines a protecting group as the masking agent to make the more reactive species inert to a given set of conditions. This concept is depicted via the illustration of liquid flow through different outlets in an assembly of pipes. The analogy helps to understand the role...
02:48Conversion of Alcohols to Alkyl Halides
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01:27Production of Alcohol
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