Integrated strategic planning and multi-criteria decision-making framework with its application to agricultural water management

Radmehr, Ahmad; Bozorg‐Haddad, Omid; Loáiciga, Hugo A.

doi:10.1038/s41598-022-12194-5

Cited by 28 publications

(13 citation statements)

References 64 publications

(56 reference statements)

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“…The establishment of strategic planning at agricultural enterprises faces several methodological difficulties, one of which is the choice of an effective enterprise development strategy. The process of developing an effective strategic activity of an agricultural enterprise is a multifaceted and complex task that requires consideration of the main theoretical approaches to defining the concept of the "development strategy of an agricultural enterprise" [5].…”

Section: Literature Reviewmentioning

confidence: 99%

“…Thus, a contradiction arises between the similarity of the external environment and the need to find a unique strategy for each enterprise, which is indicated by the classical theory of strategic management [4]. In this regard, agricultural formations need help conducting a strategic analysis of the external environment and special methods for studying the internal environment [5].…”

Section: Introductionmentioning

confidence: 99%

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Features of Strategic Planning in Agricultural Production in Kazakhstan

Myrzaliyev

Mustafayeva

Shinet³

et al. 2023

RAS

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The relevance of this study is due to the fact that for the effective functioning of the enterprise in the current conditions of a dynamic and rapidly changing business environment in the long term, the requirement to develop new approaches to planning the enterprise's activities is highlighted. The purpose of the article is to analyse and identify trends in the development of agriculture. Basic research methods: analysis, regression analysis, method of forecasting, valuation method. Using the example of the cotton subcomplex, the price structure of raw cotton in the agro-industrial complex system is considered with the use of a paired regression analysis of price-forming factors. Based on the analysis, the reflection of the specific features of the agricultural sector in strategic planning is systematised. The problems of systematisation of the specific features of strategic planning in agricultural production have been investigated, a flowchart of a methodology for assessing the vertical content correspondence of strategies of different levels and problem areas of strategic planning has been drawn up, and a targeted scale was compiled for assessing the coefficient of the possibility of selfsufficiency growth in strategic planning. The features of agro-industrial production have been identified, which significantly impact the strategic planning process. The authors concluded that in order to solve the problematic trends in agricultural development, it is necessary to modernize agricultural production and the strategic planning process for agricultural development, which will reflect its development in the long term. The findings of this study can be used by specialised professionals for further study of the specifics of strategic planning in agricultural production, creating and adjusting of state target programs for the development of the agriculture industry.

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Section: Literature Reviewmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Features of Strategic Planning in Agricultural Production in Kazakhstan

Myrzaliyev

Mustafayeva

Shinet³

et al. 2023

RAS

View full text Add to dashboard Cite

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“…The techniques that are followed to change the independent variables is referred as optimization technique. There are various types of techniques or algorithms which are used to change the objective function among which BFO is one of the rarely used but efficient techniques which is inspired by the foraging methodology of bacterium (Maanan et al 2018;Radmehr et al 2022). Section 2.2.1 explains the algorithm and its strengths and limitations.…”

Section: Optimization Techniquementioning

confidence: 99%

Applications of Multi Criteria Decision Techniques and Nature based algorithm to identify the Coastal Vulnerability Index based on Performance, Uncertainty and Reliability of Coastal Surrounding Systems

Saha

Majumder

Pal

2022

Preprint

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The Coastal management systems are mainly constitute different subcomponents. The performance of the Coastal surrounding system depends on the performance of these subcomponents. But as pet the previous related studies no attempt was made in identification of the optimal ratio of subcomponent contributions to ensure maximum productivity. Again, there is a lack of scientific endeavors in relation to the determination of the priority of the components in ensuing the coastal vulnerability in coastal management system. The present study will try to identify the priority and optimal ration of contribution required from the components of a Coastal Vulnerability of Coastal Surrounding system. In this regard the advantages of Multi Criteria Decision Making and nature-based algorithms were used and once identified the outcome was validated by a physical model. According to the results of Potential Hydraulic Energy from Wave (PE) and Distance of sea from Coast of a coastal management system most effective for total output. The benefit of adopting this procedure is it approximate the solution not only based on technical aspect but also considering the economic aspect. The results were validated in physical model and concluded that the results has yielded feasible value and the procedure can maximize the performance and minimize the cost requirement to produce a design ensuing maximum productivity. This study also depicts the capacity of Failure Mode Effect Analysis based Multi Criteria Decision Making techniques for the first time which may increase the objectivity and analyticity of an investigation.

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“…This study is applicable for monitoring changes in surface water due to changes in atmospheric conditions. The analytical model framework and the sensitivity analysis presented in [56] are suitable for water management in large-scale water resource systems. Hierarchical analysis in combination with the fuzzy Technique for Order of Preference is used in this decision-making model.…”

Section: Remote Sensing and Gis Applications In Agriculturementioning

confidence: 99%

A Systematic Review of Machine Learning Applications in Land Use Land Cover Change Detection using Remote Sensing

Sumangala

Kini²

2022

IJAEML

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Background/Purpose: The objective of this literature review is to explore different land use and land cover methods using machine learning techniques and also their applications in change detection. Reviewing various methods adopted in this domain opens up a new path for taking up further research by extending the current approaches. Design/Methodology/Approach: The research findings presented in various scholarly articles are collected from secondary resources including scholarly journal publications. These articles are analyzed, and the interpretations are highlighted in this review paper. Findings/Result: This research provides insight into various techniques used to classify remote sensing imagery. The gaps identified during the analysis with different approaches have helped to get a clear picture when formulating research questions in the remote sensing geographic information systems domain. Research limitations/implications: This study has surveyed various applications of remote sensing in GIS. This study is limited to a review of the various machine-learning approaches used for implementing change detection. The various deep learning architectures for image classification could be further explored. Originality/Value: The articles selected for review in this study are from scholarly research journals and are cited by other authors in their publications. The papers selected for review are relevant to the research work and research proposal presented in this paper. Paper Type: Literature review paper.

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Integrated strategic planning and multi-criteria decision-making framework with its application to agricultural water management

Cited by 28 publications

References 64 publications

Features of Strategic Planning in Agricultural Production in Kazakhstan

Features of Strategic Planning in Agricultural Production in Kazakhstan

Applications of Multi Criteria Decision Techniques and Nature based algorithm to identify the Coastal Vulnerability Index based on Performance, Uncertainty and Reliability of Coastal Surrounding Systems

A Systematic Review of Machine Learning Applications in Land Use Land Cover Change Detection using Remote Sensing

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