首页> 外文OA文献 >Genetic algorithm optimization for dynamic construction site layout planning
【2h】

Genetic algorithm optimization for dynamic construction site layout planning

机译:动态施工现场布局规划的遗传算法优化

代理获取
本网站仅为用户提供外文OA文献查询和代理获取服务,本网站没有原文。下单后我们将采用程序或人工为您竭诚获取高质量的原文,但由于OA文献来源多样且变更频繁,仍可能出现获取不到、文献不完整或与标题不符等情况,如果获取不到我们将提供退款服务。请知悉。

摘要

The dynamic construction site layout planning (DCSLP) problem refers to the efficient placement and relocation of temporary construction facilities within a dynamically changing construction site environment considering the characteristics of facilities and work interrelationships, the shape and topography of the construction site, and the time-varying project needs. A multi-objective dynamic optimization model is developed for this problem that considers construction and relocation costs of facilities, transportation costs of resources moving from one facility to another or to workplaces, as well as safety and environmental considerations resulting from facilities’ operations and interconnections. The latter considerations are taken into account in the form of preferences or constraints regarding the proximity or remoteness of particular facilities to other facilities or work areas. The analysis of multiple project phases and the dynamic facility relocation from phase to phase highly increases the problem size, which, even in its static form, falls within the NP (for Nondeterministic Polynomial time)-hard class of combinatorial optimization problems. For this reason, a genetic algorithm has been implemented for the solution due to its capability to robustly search within a large solution space. Several case studies and operational scenarios have been implemented through the Palisade’s Evolver software for model testing and evaluation. The results indicate satisfactory model response to time-varying input data in terms of solution quality and computation time. The model can provide decision support to site managers, allowing them to examine alternative scenarios and fine-tune optimal solutions according to their experience by introducing desirable preferences or constraints in the decision process.
机译:动态施工现场布局规划(DCSLP)问题是指在考虑设施和工作相互关系的特点,建筑工地的形状和地形的特点,临时建筑设施在动态变化的施工现场环境中的有效安置和重新定位。不同的项目需求。开发了一种多目标动态优化模型,用于考虑设施的建设和搬迁成本,从一个设施从一个设施移动到另一个设施的资源的运输成本以及设施运营和互连导致的安全和环境考虑因素。后一种考虑因素以关于其他设施或工作区域的特定设施的邻近或远程的偏好或限制形式考虑。从阶段分析多个项目阶段和动态设施重定位高度增加了问题大小,即使是其静态形式,也落在NP(用于非季定义多项式时间) - 校集组合优化问题。因此,由于其在大型解决方案空间内的强大搜索而实现了遗传算法,用于解决方案。通过Palisade的Evolver软件实现了几种案例研究和操作场景,以进行模型测试和评估。结果表明在解决方案质量和计算时间方面对时变输入数据的令人满意的模型响应。该模型可以为网站管理者提供决策支持,允许它们根据在决策过程中引入所需的偏好或约束来检查替代方案和微调最佳解决方案。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
代理获取

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号