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Trevor S. Harding Ph.D. Donald D. Carpenter Ph.D. P.E. Cynthia J. Finelli Ph.D. 《工程教育杂志》2012,101(2):346-374
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System design is a complex task when design parameters have to satisy a number of specifications and objectives which often conflict with those of others. This challenging problem is called multi-objective optimization (MOO). The most common approximation consists in optimizing a single cost index with a weighted sum of objectives. However, once weights are chosen the solution does not guarantee the best compromise among specifications, because there is an infinite number of solutions. A new approach can be stated, based on the designer's experience regarding the required specifications and the associated problems. This valuable information can be translated into preferences for design objectives, and will lead the search process to the best solution in terms of these preferences. This article presents a new method, which enumerates these a priori objective preferences. As a result, a single objective is built automatically and no weight selection need be performed. Problems occuring because of the multimodal nature of the generated single cost index are managed with genetic algorithms (GAs). 相似文献
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目的拓展自我框架的相关研究,重点讨论在即时、延迟水平下,自我框架对风险决策的影响。方法以整群抽样的方式,抽取160名大学男生,随机分为即时决策组与延时决策组,采用亚洲疾病问题改编的自我框架问卷进行评测。结果自我框架对风险决策的影响部分显著,在即时决策组,自我框架情绪语气越积极,被试越容易选择确定性方案(χ2=4.17,P<0.05);当自我框架确定方案比风险方案情绪语气更积极,被试偏好确定性方案(χ2=6.72,P<0.01)。在延时决策组,自我框架对决策无显著影响。结论不同延迟水平下,自我框架对风险决策会产生不同的影响。 相似文献
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Environmental problems associated with socio-economic development have been a growing concern facing many regional and/or national authorities. However, effective planning may encounter difficulties since uncertainties existing in a number of impact factors and pollution-related processes are often not well acknowledged and reflected. Combining chance-constrained programming and fuzzy credibility-constrained programming with interval parameters and stochastic programming, this study advances an inexact stochastic–fuzzy jointed chance-constrained programming method for planning regional economic and environmental systems under multiple uncertainties presented as intervals, fuzzy sets and probability distributions. The developed method has been applied to a case of long-term energy management system with multiple energy resources and three communities. Emissions of sulphur dioxide and nitrogen oxides are controlled and capacity expansion is scheduled. The results can help to identify desired alternatives for planning regional development strategies, where compromised schemes are provided under an integrated consideration of economic efficiency and environmental protection under multiple uncertainties. 相似文献
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In this study, a robust interval linear programming (RILP) method is developed for dealing with uncertainties expressed as intervals with deterministic boundaries. An enhanced two-step method (ETSM) is also advanced to solve the RILP model. The developed RILP improves upon the conventional interval linear programming (ILP) method since it can generate solution intervals within a larger feasible zone. The decision space based on ETSM contains all feasible solutions, such that no useful information is neglected. Moreover, the RILP can guarantee the stability of the optimization model due to no violation for the best-case constraints. The results also suggest that the RILP is effective for practical environmental and engineering problems that involve uncertainties. 相似文献
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We study the problem of minimising the total weighted tardiness and total distribution costs in an integrated production and distribution environment. Orders are received by a manufacturer, processed on a single production line, and delivered to customers by capacitated vehicles. Each order (job) is associated with a customer, weight (priority), processing time, due time, and size (volume or storage space required in the transportation unit). A mathematical model is presented in which a number of weighted linear combinations of the objectives are used to aggregate both objectives into a single objective. Because even the single objective problem is NP-hard, different heuristics based on a genetic algorithm (GA) are developed to further approximate a Pareto-optimal set of solutions for our multi-objective problem. 相似文献
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Neil Shortland Laurence Alison Chloe Barrett-Pink 《Theoretical Issues in Ergonomics Science》2013,14(6):752-772
AbstractWhen understanding how members of the armed forces make decisions in war current military doctrine centers on the military decision-making process (MDMP) – a linear process of identifying, evaluating and choosing the best course of action, while wider theoretical contributions focus on recognition prime models (RPD) of decision-making. In this article, we argue that the SAFE-T model of critical incident decision-making can elucidate the process of decision-making during military operations. The SAFE-T model states that effective decision-making follows a sequential process of situation assessment (SA), plan formulation (F) and plan execution (E) phases, and team learning (T). The central innovation of the SAFE-T model; however, is that it highlights the different ways in which decision-making can de-rail from this optimal strategy, resulting in decision inertia. This article discusses the implications of employing the SAFE-T model as a framework to study military decision-making both in the lab and in the field. 相似文献
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A.A. Foroughi 《国际生产研究杂志》2013,51(14):3841-3846
This paper provides a modification of a recently developed common weight model for technology selection. The discrimination power of the existing model depends on a discriminating parameter. Although larger values of this parameter can give more discrimination, it should also be small enough to guarantee the existence of at least one efficient DMU. Hence, different values of this parameter should be examined to determine the proper value. In the model proposed here, the largest possible value of the parameter is utilised to maximise the discrimination power, and the existence of an efficient DMU is guaranteed by adding a few constraints. In addition, the paper presents comments on existing models, and the properties and the advantages of the model are explained. The contents of the paper are illustrated by several numerical examples. 相似文献
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Substantial population growth, increasing urbanization, overloaded infrastructure, more energy consumption, environmental impacts, and investment in technological developments are major challenges in city management and development. Municipalities seek to improve their citizens’ wellbeing and quality of life, but the need to find a balance between these complex factors makes decision-making processes more difficult. Experts must analyze the determinants of smart cities, which are urban centers intended to be socially involved, habitable, and economically and environmentally sustainable, and that rely strongly on technology and innovation. Based on multiple-criteria decision analysis (MCDA) principles, this study combines cognitive mapping techniques and the decision-making trial and evaluation laboratory (DEMATEL) method to develop a multicriteria model that can help managers analyze smart city determinants in a collaborative manner. The research included identifying these determinants and their respective cause-and-effect relationships using an expert panel’s experience and knowledge related to the subject under analysis. The results were validated by both the panel and the city councilor responsible for mobility and municipal projects within Évora City Council, Portugal, which has implemented smart city strategies. The latter specialist verified that the proposed evaluation system can be used as a tool to facilitate smart city collaborative decision-making processes. The study’s main advantages and limitations are also analyzed and discussed. 相似文献
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This paper describes a generalized methodology that enables the translation of expert knowledge about any complex process involved in a remedial decision into easy-to-use decision tools. The methodology is applied to evaluate reductive dechlorination as a remedial possibility at sites contaminated with trichloroethene (TCE), building on an existing protocol/scoring system put forth by the US Air Force and the US EPA. An alternate scoring system is proposed, which has two major advantages, namely that it: (i) attributes relative weights to findings based on expert beliefs; and (ii) systematically includes negative weights for negative findings. The ability of the proposed scoring system to assess the bioattenuation potential of TCE is demonstrated using data from extensively studied sites. 相似文献
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S.A. Gregory 《Design Studies》1982,3(3):147-152
Synthesis and evaluation are the natural driving couple within design work. This is shown by experience as well as by field and laboratory study. Attempts have been made to derive a foundation for evaluation in terms of objectives or procedures. Such attempts range from Aristotle to Hall, the latter arguing for systems engineering. Although he made an apparently comprehensive approach he did not cover some possible sources of insights nor did he make useful suggestions about the application of principles to the detailed work of design. Design has now to deal with even more complex situations and perhaps there should be a policy for evaluation. Possible policies are discussed. 相似文献
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以中国高科技民营企业为研究对象,通过问卷调研考察了企业CTO个人外部社会资本与其技术战略决策影响力的关系,并探索了CTO与CEO的人际信任关系对该作用过程的影响.多元回归结果表明,CTO外部社会资本结构维、CTO-CEO信任关系与CTO技术战略决策影响力正相关;CTO-CEO信任关系对CTO外部社会资本关系维、认知维与CTO技术战略决策影响力之间的关系具有调节作用.表明CTO必须充分建立外部社会资本,并与CEO保持良好的人际信任关系,才能更好地在技术战略决策中发挥作用. 相似文献
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《影响评估与项目评价》2013,31(4):311-319
This paper examines difficulties in creating capacity to undertake impact assessments of trade policy and possible approaches to overcoming them, particularly in developing countries. The assessment of trade agreements and related policies can be a highly complex task, involving many different specialist disciplines. Also, many hurdles have to be overcome to integrate an effective impact assessment process into policy- formulation and decision-making mechanisms. Difficulties in some ways similar, in other ways different, have been encountered in developing effective environmental impact assessment (EIA) systems. This paper reviews experience with EIA capacity-building, and considers how the lessons learned might be applied to initiatives to build capacity for the impact assessment of trade policy. 相似文献
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While the field of data ethics is increasingly engaging with the complex socio-technical nature of data practices and their impacts, in the private sector, data ethics continues to be pursued largely through limited instrumental measures. This paper addresses the following research question: How can socially-minded data-intensive innovation be pursued in the private sector? It reports the findings of a series of five focus groups to explore the role of public deliberation in informing ethical data practices in banking. The findings indicate that deliberative forms of public engagement present valuable opportunities to incorporate diverse views and perspectives and to enable critical reflection on organisational practices and the trajectory of innovation. We conclude that public engagement is vital to ensure that private sector organisations move beyond “ethics-washing” or tokenistic efforts at Corporate Digital Responsibility (CDR) to meaningfully address public concerns and reflect public values in all innovation processes. 相似文献
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Formal decision support tools are little used in engineering design. This paper explores the reasons for this and presents a method which is tailored to problems characterized by teams of stakeholders with inconsistent views who generate multiple alternatives and criteria, and who work to reach consensus. This method is especially designed to support activity when much of the information is qualitative, immature, and there is a diversity of views. The methodology assists the team in determining which alternative attributes to invest time in refining in their effort to reach consensus. The underlying mathematical structure (a Bayesian model of multi-attribute team decision making) is presented. This model supports team member belief about an alternative's ability to meet a criteria on two dimensions, knowledge and confidence. The methodology forces recording the rationale used to reach the final decision. A running example is used to explain the details.This research has been supported by the National Science Foundation under grant DDM-931996. The opinions in this paper are the authors' and do not reflect the position of the NSF or Oregon State University. 相似文献
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We consider a multi-floor facility layout problem in which the overall length and width of the facility, the size and location of each department, the number and the location of elevators and the number of floors in the facility are all modelled as decision variables. We adapt a linear approximation scheme to represent the area of each department. We consider two objective functions in our model, namely minimising material handling and facility building costs, and propose a lexicographic ordering technique to handle multiple objectives. The numerical experiments show that the slack used in the lexicographic ordering approach has a significant impact on the optimal solution. The experiments also show that the material handling cost can be significantly reduced in a multi-floor facility compared with a single-floor facility. 相似文献