Multi-Agent Simulation of Safe Livability and Sustainable Development in Cities

Pan, Lei; Yang, F; Lu, Feiping; Qin, Shipeng; Yan, Haiming; Peng, Rui

doi:10.3390/su12052070

Cited by 9 publications

(9 citation statements)

References 27 publications

(28 reference statements)

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“…The size of the "stability zone" corresponds to the opportunities that an economic entity has to carry out economic activities. For the flow function (9) this is the area of a circle of radius r = r s (see figure 2). 2.…”

Section: Economic Dipolementioning

confidence: 99%

“…The article [9] proposes a multi-agent simulation model of the feedback mechanism of dynamic interaction between the behavior of residents when making decisions and the safety of life in the city under the influence of the environment and politics. But the social sustainability of the city is at the forefront.…”

Section: Introductionmentioning

confidence: 99%

“…Analog modeling provided an analysis of the impact of each parameter on the changes and development of the green financial market. It should be noted that the articles [9,10] primarily studied the features of organizational management on the part of state structures.…”

Section: Introductionmentioning

confidence: 99%

See 2 more Smart Citations

Model substantiation of strategies of economic behavior in the context of increasing negative impact of environmental factors in the context of sustainable development

Иванов

Гринько

Porokhnya

et al. 2022

IOP Conf. Ser.: Earth Environ. Sci.

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The concept of sustainable development considers environmental, social and economic issues in general. And the goals of resource conservation and socio-economic development do not contradict each other, but contribute to mutual reinforcement. The purpose of this study is to build and test an economic and mathematical model for the formation of strategies for the behavior of an economic entity with an increase in the impact of negative environmental factors. The proposed strategies and their models are based on the income-expenditure balance equation, which takes into account both quantitative and qualitative characteristics. The constructed models are considered in the state space. The research methodology is based on building models in the form of linear combinations of functions of a homogeneous external impact and various spatial combinations of economic sources (sinks). The study makes it possible to assess the dependence of the amount of resources used for life support on the chosen adaptive strategy. Within the framework of the proposed model, it was found that the criterion for the effectiveness of the applied strategy can be an indicator of satisfaction with the state, the preservation of which, simultaneously with the preservation of the size of resources used, corresponds to the direction of optimization. This approach is consistent with the concept of sustainable development.

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Section: Economic Dipolementioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

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Model substantiation of strategies of economic behavior in the context of increasing negative impact of environmental factors in the context of sustainable development

Иванов

Гринько

Porokhnya

et al. 2022

IOP Conf. Ser.: Earth Environ. Sci.

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“…a mechanism of interaction between the agents and the environment (as in the work by Pan et al 35 for example).…”

Section: Literature Reviewmentioning

confidence: 99%

Action network: a probabilistic graphical model for social simulation

Zakaria¹

2021

SIMULATION

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Agent-based social simulations are typically described in imperative form. While this facilitates implementation as computer programs, it makes implicit the different assumptions made, both about the functional form and the causal ordering involved. As a solution to the problem, a probabilistic graphical model, Action Network (AN), is proposed in this paper for social simulation. Simulation variables are represented by nodes, and causal links by edges. An Action Table is associated with each node, describing incremental probabilistic actions to be performed in response to fuzzy parental states. AN offers a graphical causal model that captures the dynamics of a social process. Details of the formalism are presented along with illustrative examples. Software that implements the formalism is available at http://actionnetwork.epizy.com .

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“…With the acceleration of urbanisation worldwide, growing attention has been given by scholars and practitioners to making cities better places in which to live. The question of liveability involves various factors, including but not limited to government policies, residents' behaviours and the allocation of facilities (Pan et al , 2020a, b). ABM simulation is suitable to study relevant issues of urban residents' behaviours, which can be used to guide land-use planning.…”

Section: An Overview Of Mas Applications From the Perspective Of Cons...mentioning

confidence: 99%

Applications of multi-agent systems from the perspective of construction management: A literature review

Xiang

Tan

Shen

et al. 2021

ECAM

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PurposeThe applications of multi-agent systems (MASs) are considered to be among the most promising paradigms for detailed investigations and reliable problem-solving methods, and MAS applications make it possible for researchers and practitioners to better understand complex systems. Although a number of prior studies have been conducted to address complex issues that arise from construction projects, few studies have summarised the applications and discussed the capacity of MASs from the perspective of construction management. To fill the gap, this paper provides a comprehensive literature review of MAS applications from the perspective of construction management.Design/methodology/approachWeb of Science and Scopus are the most commonly used international databases in conducting the literature reviews. A total of 86 relevant papers published in SCI-Expanded, SSCI and Ei Compendex journals related to the application of MASs from the perspective of construction management are selected to be analysed and discussed in this paper.FindingsBased on the 86 collected publications, the utilisations of MASs to support the management of the supply chain and the improvement of project performance are identified from the perspective of construction management, the characteristics and barriers of current MAS applications are analysed, a framework for developing agent-based models to address complex problems is proposed, and future research directions of MAS applications are discussed.Originality/valueThis review can serve as a useful reference for scholars to enhance their understanding of the current research and guide future research on MASs. The proposed framework can help build agent-based models to address complex problems in construction management.

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Multi-Agent Simulation of Safe Livability and Sustainable Development in Cities

Cited by 9 publications

References 27 publications

Model substantiation of strategies of economic behavior in the context of increasing negative impact of environmental factors in the context of sustainable development

Model substantiation of strategies of economic behavior in the context of increasing negative impact of environmental factors in the context of sustainable development

Action network: a probabilistic graphical model for social simulation

Applications of multi-agent systems from the perspective of construction management: A literature review

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