基于改进LSTM-NN的安全性自动驾驶换道轨迹规划模型

为改善现有的自动驾驶换道轨迹规划模型产生的换道轨迹与真实的换道轨迹存在较大偏差的问题,提出了一种改进LSTM-NN的安全敏感性深度学习模型,该模型可以缓解当前自动驾驶轨迹规划存在的不足,输出轨迹既保证了较高的精度又提高了安全性。CarSim仿真软件模拟了本模型产生轨迹的可跟踪性,结果显示轨迹非常平滑,并且自动驾驶车辆可以高效、安全地完成换道。     

关于天津临港产业区总体规划的构想

从规划选址和建设规模、功能定位、平面布局、规划中的重点问题等四个方面,对临港产业区的总体规划构想进行了阐述。     

Developing a Spatially Enabled Inventory of Recreational Boats Using Vessel Registration Data

Effective waterway management requires information on the characteristics and locations of boats. A field-based boat census—a traditional method to obtain spatially accurate information—is relatively expensive, time-consuming, and restrictive in scope. Vessel registration data, maintained by all U.S. states, is potentially a more robust information source. This research evaluated the accuracy and reliability of vessel registration data to supply location and attribute information for boats. The study premise was to use vessel registration data, which includes the mailing address of registered boat owners, to develop a spatially enabled inventory of boats. The study area comprised 12,064 salt-water accessible property parcels in two Florida counties. An on-water census (OWC) provided location and characteristics for 5,023 vessels, which were compared to 8,681 vessel registration records linked to the study area. Discrepancies between the OWC and vessel registration data were explained by a stratified, random sample of 485 telephone survey respondents. Study results show that vessel registration data accurately located and characterized roughly 81% of the boat population; in contrast, the OWC accurately located less than 56%. A conclusion is that state vessel registration data is a better alternative than an OWC for locating and characterizing boats kept along waterways.     

TRIP DISTRIBUTION MODELLING USING FUZZY LOGIC AND A GENETIC ALGORITHM

This article examines possibilities for the application of soft computing techniques for the prediction of travel demand. The model, based on fuzzy logic and a genetic algorithm, successfully solves the trip distribution problem. The possibilities of using the proposed model in solving trip generation, modal split and route choice problems have also been indicated. The model has been tested on a real numerical example. Exceptionally good correspondences between estimated and real values of passenger flows have been obtained.     

A hybrid optimization-simulation approach for robust weekly aircraft routing and retiming

We address the robust weekly aircraft routing and retiming problem, which requires determining weekly schedules for a heterogeneous fleet that maximizes the aircraft on-time performance, minimizes the total delay, and minimizes the number of delayed passengers. The fleet is required to serve a set of flights having known departure time windows while satisfying maintenance constraints. All flights are subject to random delays that may propagate through the network. We propose to solve this problem using a hybrid optimization-simulation approach based on a novel mixed-integer nonlinear programming model for the robust weekly aircraft maintenance routing problem. For this model, we provide an equivalent mixed-integer linear programming formulation that can be solved using a commercial solver. Furthermore, we describe a Monte-Carlo-based procedure for sequentially adjusting the flight departure times. We perform an extensive computational study using instances obtained from a major international airline, having up to 3387 flights and 164 aircraft, which demonstrates the efficacy of the proposed approach. Using the simulation software SimAir to assess the robustness of the solutions produced by our approach in comparison with that for the original solutions implemented by the airline, we found that on-time performance was improved by 9.8–16.0%, cumulative delay was reduced by 25.4–33.1%, and the number of delayed passengers was reduced by 8.2–51.6%.     

试论大学英语课堂活动的有效策划

随着教学改革的不断深入,英语教师越来越重视活动在课堂中的运用。本文首先分析了大学英语课堂活动中存在的问题,再从五个方面提出了策划课堂活动时提高活动有效性的原则及改进方法,这五个方面分别是:明确活动的目标性、加强活动实用性、确保活动的可行性、把握活动的可控性、提高活动的参与性。     

Support for Oregon land‐use planning: A multi‐level analysis

Abstract

This article analyzes support for and opposition to state land‐use planning in Oregon, using voting records from the 1976 referendum to repeal Oregon's regulatory legislation and survey data. Support for controlled growth legislation is found to be a product of both individual‐level characteristics and characteristics of the larger community where one resides. The most influential contextual variables are the county's economy and the class composition of the city. The authors conclude that coastal zone managers must exercise caution when interpreting individual survey data which indicate support for various environmental concerns. Contextual differences must be taken into consideration because sources of support for coastal zone management may vary among individuals, depending on the nature of the communities in which they live.     

舰船物资转运方案计算机辅助决策算法研究

瞬息万变的现代战场对大中型水面战斗舰船甲板物资转运的效率提出越来越高的要求。引入计算机辅助决策技术,在考虑多种牵制因素的情况下,快速获得最优的物资转运方案。详细分析和阐述舰船物资转运线路规划、时间计算、作业排序以及资源配班等4个主要问题的计算机解决方法,为利用计算机辅助制定最优物资转运方案提供可行途径。     

综合管廊在中关村西区市政工程中的应用与展望

以中关村西区建设的综合管廊为例,总结并分析了综合管廊在市政工程中的应用与前景。在市政工程设计综合工作中,改变了传统的以重力流管线为主导的设计思路,提出了以管廊为主导,合理确定管廊内部空间分配,充分利用管廊内、外部空间的新思路。通过对重力流管线系统的优化调整,较好地解决了重力流管线与管廊平面位置和高程交叉的矛盾,提出的一些建设性意见均得到了一级土地开发商的认同和有关设计单位的采用。通过对中关村西区建设综合管廊的思考,还对如何发展北京综合管廊事业提出了一些建议。     

一般收费道路通行费收入实用预测方法研究

重点探讨实际道路规划项目中一般收费道路的收费收入预测方法,目的在于尽可能使收费收入预测更为精确。在我国,高速公路通常采用依靠征收通行费以偿还投资借贷的方式进行建设,因此在规划的过程中需要对通行费收入进行预测,并进行财务分析,以保证决策者做出正确的投资决策。以笔者在日本从事的高速公路建设项目为例,分析研究了基于实用型交通量增量分配方法结合使用车种转换矩阵的高速公路路网中一般收费道路通行费收入的预测方法,并将其应用到实际道路项目财务评价中。结果表明通过控制收费道路出入口间交通量预测精度,以及采用需求相关性较大的车种转换调查数据可以提高通行费预测精度。研究表明这一方法具有很强的实用性,该方法对我国的高速公路需求预测有着借鉴作用。