• DOI: 10.1016/S0272-6963(02)00022-0
  • Corpus ID: 154938707

Effective case research in operations management: a process perspective

  • I. Stuart , David M. McCutcheon , +2 authors D. Samson
  • Published 1 September 2002
  • Journal of Operations Management

Figures from this paper

figure 1

1,102 Citations

A review of case study method in operations management research.

  • Highly Influenced

Qualitative case studies in operations management: Trends, research outcomes, and future research implications

The case study approach in operations management research, a comprehensive framework approach using content , context , process views to combine methods from operations research for it assessments, case study protocol for qualitative research in operations management, using case study methods in researching supply chains, a comprehensive framework approach using content, context, process views to combine methods from operations research for it assessments, missing performance management and measurement aspects in performance-based contracting, the critical success factors of business process management, enterprise resource planning (erp): a postimplementation cross-case analysis, 31 references, the scientific theory‐building process: a primer using the case of tqm, conducting case study research in operations management, building operations management theory through case and field research, alternative research paradigms in operations, on theory in operations management, the relationship between total quality management practices and operational performance, a scientific methodology for mis case studies, total quality management and supplier partnerships: a case study, a definition of theory: research guidelines for different theory-building research methods in operations management, applications of case study research, related papers.

Showing 1 through 3 of 0 Related Papers

Smart. Open. Grounded. Inventive. Read our Ideas Made to Matter.

Which program is right for you?

MIT Sloan Campus life

Through intellectual rigor and experiential learning, this full-time, two-year MBA program develops leaders who make a difference in the world.

Earn your MBA and SM in engineering with this transformative two-year program.

A rigorous, hands-on program that prepares adaptive problem solvers for premier finance careers.

A 12-month program focused on applying the tools of modern data science, optimization and machine learning to solve real-world business problems.

Combine an international MBA with a deep dive into management science. A special opportunity for partner and affiliate schools only.

A doctoral program that produces outstanding scholars who are leading in their fields of research.

Bring a business perspective to your technical and quantitative expertise with a bachelor’s degree in management, business analytics, or finance.

Apply now and work for two to five years. We'll save you a seat in our MBA class when you're ready to come back to campus for your degree.

Executive Programs

The 20-month program teaches the science of management to mid-career leaders who want to move from success to significance.

A full-time MBA program for mid-career leaders eager to dedicate one year of discovery for a lifetime of impact.

A joint program for mid-career professionals that integrates engineering and systems thinking. Earn your master’s degree in engineering and management.

Non-degree programs for senior executives and high-potential managers.

A non-degree, customizable program for mid-career professionals.

Teaching Resources Library

Operations Management Case Studies

A Background Note on "Unskilled" Jobs in the United States - Past, Present, and Future

Spatiotemporal landscape pattern changes and their effects on land surface temperature in greenbelt with semi-arid climate: A case study of the Erbil City, Iraq

  • Open access
  • Published: 06 September 2024

Cite this article

You have full access to this open access article

case study operations research pdf

  • Suzan Ismail 1 &
  • Hamid Maliki 1  

Urban expansion of cities has caused changes in land use and land cover (LULC) in addition to transformations in the spatial characteristics of landscape structure. These alterations have generated heat islands and rise of land surface temperature (LST), which consequently have caused a variety of environmental issues and threated the sustainable development of urban areas. Greenbelts are employed as an urban planning containment policy to regulate urban expansion, safeguard natural open spaces, and serve adaptation and mitigation functions. And they are regarded as a powerful measure for enhancing urban environmental sustainability. Despite the fact that, the relation between landscape structure change and variation of LST has been examined thoroughly in many studies, but there is a limitation concerning this relation in semi-arid climate and in greenbelts as well, with the lacking of comprehensive research combing both aspects. Accordingly, this study investigated the spatiotemporal changes of landscape pattern of LULC and their relationship with variation of LST within an inner greenbelt in the semi-arid Erbil City of northern Iraq. The study utilized remote sensing data to retrieve LST, classified LULC, and calculated landscape metrics for analyzing spatial changes during the study period. The results indicated that both composition and configuration of LULC had an impact on the variation of LST in the study area. The Pearson’s correlation showed the significant effect of Vegetation 1 type (VH), cultivated land (CU), and bare soil (BS) on LST, as increase of LST was related to the decrease of VH and the increases of CU and BS, while, neither Vegetation 2 type (VL) nor built-up (BU) had any effects. Additionally, the spatial distribution of LULC also exhibited significant effects on LST, as LST was strongly correlated with landscape indices for VH, CU, and BS. However, for BU, only aggregation index metric affected LST, while none of VL metrics had a relation. The study provides insights for landscape planners and policymakers to not only develop more green spaces in greenbelt but also optimize the spatial landscape patterns to reduce the influence of LST on the urban environment, and further promote sustainable development and enhance well-being in the cities with semi-arid climate.

Article PDF

Download to read the full article text

Avoid common mistakes on your manuscript.

Abdullah S A, Nakagoshi N. 2006. Changes in landscape spatial pattern in the highly developing state of Selangor, peninsular Malaysia. Landscape and Urban Planning, 77(3): 263–275.

Article   Google Scholar  

Abebe G, Getachew D, Ewunetu A. 2022. Analysing land use/land cover changes and its dynamics using remote sensing and GIS in Gubalafito district, Northeastern Ethiopia. Discover Applied Sciences, 4: 30, doi: https://doi.org/10.1007/S42452-021-04915-8 .

Google Scholar  

Aik D H J, Ismail M H, Muharam F M. 2020. Land use/land cover changes and the relationship with land surface temperature using Landsat and Modis imageries in Cameron Highlands, Malaysia. Land, 9(10): 372, doi: https://doi.org/10.3390/land9100372 .

Ali K, Johnson B A. 2022. Land-use and land-cover classification in semi-arid areas from medium-resolution remote-sensing imagery: A deep learning approach. Sensors, 22(22): 8750, doi: https://doi.org/10.3390/s22228750 .

Amani-Beni M, Zhang B, Xie G Di, et al. 2019. Impacts of urban green landscape patterns on land surface temperature: Evidence from the adjacent area of Olympic Forest Park of Beijing, China. Sustainability, 11(2): 513, doi: https://doi.org/10.3390/su11020513 .

Amati M. 2016. Urban Green Belts in the Twenty-first Century. Oxford: Routledge, 268.

Book   Google Scholar  

Anderson J R, Hardy E E, Roach J T, et al. 1976. A land use and land cover classification system for use with remote sensor data. [2023-12-09]. https://pubs.usgs.gov/publication/pp964 .

Athukorala D, Murayama Y. 2020. Spatial variation of land use/cover composition and impact on surface urban heat island in a tropical sub-Saharan city of Accra, Ghana. Sustainability, 12(19): 7953, doi: https://doi.org/10.3390/SU12197953 .

Azhdari A, Soltani A, Alidadi M. 2018. Urban morphology and landscape structure effect on land surface temperature: Evidence from Shiraz, a semi-arid city. Sustainable Cities and Society, 41: 853–864.

Balany F, Ng A W, Muttil N, et al. 2020. Green infrastructure as an urban heat island mitigation strategy-a review. Water, 12(12): 3577, doi: https://doi.org/10.3390/w12123577 .

Bao T, Li X M, Zhang J, et al. 2016. Assessing the distribution of urban green spaces and its anisotropic cooling distance on urban heat island pattern in Baotou, China. ISPRS International Journal of Geo-Information, 5(2): 12, doi: https://doi.org/10.3390/ijgi5020012 .

Baper S, Hassan A, Ismail S. 2013. Modernization theory and house garden transformation: Erbil City as case study. Scientific Journal of Koya University, 1(1): 7–13.

Bengston D N, Youn Y C. 2006. Urban containment policies and the protection of natural areas: The case of Seoul’s greenbelt. Ecology and Society, 11(1): 3, doi: https://doi.org/10.5751/ES-01504-110103 .

Bhagat S, Prasad P R C. 2023. Assessing the impact of spatio-temporal land use and land cover changes on land surface temperature, with a major emphasis on mining activities in the state of Chhattisgarh, India. Spatial Information Research, 32: 339–355.

Carlson T N, Ripley D A. 1997. On the relation between NDVI, fractional vegetation cover, and leaf area index. Remote Sensing of Environment, 62(3): 241–252.

Chavez Rodriguez L, Parker S, Fiore N M, et al. 2024. Impact of drought on ecohydrology of southern California grassland and shrubland. Ecosystems, 27(1): 106–121.

Article   CAS   Google Scholar  

Connors J P, Galletti C S, Chow W T L. 2013. Landscape configuration and urban heat island effects: Assessing the relationship between landscape characteristics and land surface temperature in Phoenix, Arizona. Landscape Ecology, 28(2): 271–283.

Dash P, Göttsche F M, Olesen F S, et al. 2002. Land surface temperature and emissivity estimation from passive sensor data: Theory and practice-current trends. International Journal of Remote Sensing, 23(13): 2563–2594.

Debie E, Anteneh M, Asmare T. 2022. Land use/cover changes and surface temperature dynamics over Abaminus watershed, Northwest Ethiopia. Air, Soil and Water Research, 15: 11786221221097917, doi: https://doi.org/10.1177/11786221221097917 .

Effati F, Karimi H, Yavari A. 2021. Investigating effects of land use and land cover patterns on land surface temperature using landscape metrics in the city of Tehran, Iran. Arabian Journal of Geosciences, 14(13): 1240, doi: https://doi.org/10.1007/s12517-021-07433-4 .

Estoque R C, Murayama Y, Myint S W. 2017. Effects of landscape composition and pattern on land surface temperature: An urban heat island study in the megacities of Southeast Asia. Science of the Total Environment, 577: 349–359.

Fan C, Myint S. 2014. A comparison of spatial autocorrelation indices and landscape metrics in measuring urban landscape fragmentation. Landscape and Urban Planning, 121: 117–128.

Galvez R A, Louis F, Dagoc S, et al. 2024. Modeling the influence of land cover dynamics on spatio-temporal variations in land surface temperature in Cagayan de Oro River basin, Mindanao, Philippines. Modeling Earth Systems and Environment, 10(1): 899–912.

Gaznayee H A A, Al-Quraishi A M F, Mahdi K, et al. 2022. A geospatial approach for analysis of drought impacts on vegetation cover and land surface temperature in the Kurdistan Region of Iraq. Water, 14(6): 927, doi: https://doi.org/10.3390/w14060927 ,

Hamad R, Kolo K, Land H B. 2018. Post-war land cover changes and fragmentation in Halgurd Sakran National Park (HSNP), Kurdistan region of Iraq. Land, 7(1): 38, doi: https://doi.org/10.3390/land7010038 .

Han A T, Daniels T L, Kim C. 2022. Managing urban growth in the wake of climate change: Revisiting greenbelt policy in the US. Land Use Policy, 112: 105867, doi: https://doi.org/10.1016/j.landusepol.2021.105867 .

Han H Y, Huang C, Ahn K H, et al. 2017. The effects of greenbelt policies on land development: Evidence from the deregulation of the greenbelt in the Seoul metropolitan area. Sustainability, 9(7): 1259, doi: https://doi.org/10.3390/su9071259 .

Hou H, Estoque R C. 2020. Detecting cooling effect of landscape from composition and configuration: An urban heat island study on Hangzhou. Urban Forestry and Urban Greening, 53: 126719, doi: https://doi.org/10.1016/j.ufug.2020.126719 .

Jia X L, Song P H, Yun G L, et al. 2022. Effect of landscape structure on land surface temperature in different essential urban land use Categories: A case study in Jiaozuo, China. Land, 11(10): 1687, doi: https://doi.org/10.3390/land11101687

Kardani-Yazd N, Kardani-Yazd N, Mansouri Daneshvar M R. 2019. Strategic spatial analysis of urban greenbelt plans in Mashhad city, Iran. Environmental Systems Research, 8: 30, doi: https://doi.org/10.1186/s40068-019-0158-9 .

Kong F H, Yin H W, James P, et al. 2014. Effects of spatial pattern of greenspace on urban cooling in a large metropolitan area of eastern China. Landscape and Urban Planning, 128: 35–47.

Kumari M, Sarma K. 2017. Changing trends of land surface temperature in relation to land use/cover around thermal power plant in Singrauli district, Madhya Pradesh, India. Spatial Information Research, 25: 769–777.

Lai Y J, Li C F, Lin P H, et al. 2012. Comparison of MODIS land surface temperature and ground-based observed air temperature in complex topography. International Journal of Remote Sensing, 33(24): 7685–7702.

Li J X, Song C H, Cao L, et al. 2011. Impacts of landscape structure on surface urban heat islands: A case study of Shanghai, China. Remote Sensing of Environment, 115(12): 3249–3263.

Li X M, Zhou W Q, Ouyang Z Y. 2013a. Relationship between land surface temperature and spatial pattern of greenspace: What are the effects of spatial resolution? Landscape and Urban Planning, 114: 1–8, doi: https://doi.org/10.1016/j.landurbplan.2013.02.005 .

Li X M, Zhou W Q. 2019. Optimizing urban greenspace spatial pattern to mitigate urban heat island effects: Extending understanding from local to the city scale. Urban Forestry and Urban Greening, 41: 255–263.

Li Y L, Ren C, Ho J Y E, et al. 2023. Landscape metrics in assessing how the configuration of urban green spaces affects their cooling effect: A systematic review of empirical studies. Landscape and Urban Planning, 239: 104842, doi: https://doi.org/10.1016/j.landur-bplan.2023.104842 .

Li Z L, Tang B H, Wu H, et al. 2013b. Satellite-derived land surface temperature: Current status and perspectives. Remote Sensing of Environment, 131: 14–37.

Liang S L, Wang J D. 2019. Advanced Remote Sensing: Terrestrial Information Extraction and Applications. Pittsburgh: Academic Press.

Liu H, Weng Q H. 2008. Seasonal variations in the relationship between landscape pattern and land surface temperature in Indianapolis, USA. Environmental Monitoring and Assessment, 144: 199–219.

Liu S, Li X F, Chen L, et al. 2022a. A new approach to investigate the spatially heterogeneous in the cooling effects of landscape pattern. Land, 11(2): 239, doi: https://doi.org/10.3390/land11020239 .

Liu W R, Jia B Q, Li T, et al. 2022b. Correlation analysis between urban green space and land surface temperature from the perspective of spatial heterogeneity: A case study within the sixth ring road of Beijing. Sustainability, 14(20): 13492, doi: https://doi.org/10.3390/su142013492 .

Madanian M, Soffianian A R, Koupai S S, et al. 2018. Analyzing the effects of urban expansion on land surface temperature patterns by landscape metrics: A case study of Isfahan City, Iran. Environmental Monitoring and Assessment, 189: 190, doi: https://doi.org/10.1007/s10661-018-6564-z .

Madhumathi A, Vishnupriya J, Vignesh S. 2014. Sustainability of traditional rural mud houses in Tamilnadu, India: An analysis related to thermal comfort. Journal of Multidisciplinary Engineering Science and Technology, 1(5): 302–311.

Maimaitiyiming M, Ghulam A, Tiyip T, et al. 2014. Effects of green space spatial pattern on land surface temperature: Implications for sustainable urban planning and climate change adaptation. ISPRS Journal of Photogrammetry and Remote Sensing, 89: 59–66.

Masoudi M, Tan P Y. 2019. Multi-year comparison of the effects of spatial pattern of urban green spaces on urban land surface temperature. Landscape and Urban Planning, 184: 44–58.

McGarigal K, Marks B J. 1995. Spatial pattern analysis program for quantifying landscape structure. In: General Technical Report. PNW-GTR-351. United States Department of Agriculture, Forest Service, Pacific Northwest Research Station, USA.

McGarigal K. 2014. Fragstats Help. Amherst: University of Massachusetts: 182.

McGarigal K, Cushman S A, Ene E. 2023. Fragstats v.4.0. [2024-01-12]. https://fragstats.org/index.php/downloads .

Moravec D, Komárek J, Medina S L C, et al. 2021. Effect of atmospheric corrections on NDVI: Intercomparability of Landsat 8, Sentinel-2, and UAV sensors. Remote Sensing, 13(18): 3550, doi: https://doi.org/10.3390/rs13183550 .

Myint S W, Zheng B J, Talen E, et al. 2015. Does the spatial arrangement of urban landscape matter? Examples of urban warming and cooling in phoenix and Las Vegas. Ecosystem Health and Sustainability, 1(4): 1–15.

Naeem S, Cao C X, Qazi W A, et al. 2018. Studying the association between green space characteristics and land surface temperature for sustainable urban environments: An analysis of Beijing and Islamabad. ISPRS International Journal of Geo-Information, 7(2): 38, doi: https://doi.org/10.3390/ijgi7020038 .

O’Neill R V, Krummel J R, Gardner R H, et al. 1988. Indices of landscape pattern. Landscape Ecology, 1: 153–162.

Quattrochi D A, Luvall J C. 2014. Thermal infrared remote sensing for analysis of landscape ecological processes: Current insights and trends. Scale Issues in Remote Sensing, 14: 34–60.

Rash A, Mustafa Y, Hamad R. 2023. Quantitative assessment of Land use/land cover changes in a developing region using machine learning algorithms: A case study in the Kurdistan Region, Iraq. Heliyon, 9(11): e21253, doi: https://doi.org/10.1016/j.heliyon.2023.e21253 .

Rasul A, Balzter H, Smith C. 2015. Spatial variation of the daytime Surface Urban Cool Island during the dry season in Erbil, Iraqi Kurdistan, from Landsat 8. Urban Climate, 14: 176–186.

Rasul A, Balzter H, Smith C. 2017. Applying a normalized ratio scale technique to assess influences of urban expansion on land surface temperature of the semi-arid city of Erbil. International Journal of Remote Sensing, 38(13): 3960–3980.

Rimal B, Sharma R, Kunwar R, et al. 2019. Effects of land use and land cover change on ecosystem services in the Koshi River Basin, Eastern Nepal. Ecosystem Services, 38: 100963, doi: https://doi.org/10.1016/j.ecoser.2019.100963 .

Sekertekin A, Bonafoni S. 2020. Land surface temperature retrieval from Landsat 5, 7, and 8 over rural areas: Assessment of different retrieval algorithms and emissivity models and toolbox implementation. Remote Sensing, 12(2): 294, doi: https://doi.org/10.3390/rs12020294 .

Senanayake I P, Welivitiya W D D P, Nadeeka P M. 2013. Remote sensing based analysis of urban heat islands with vegetation cover in Colombo city, Sri Lanka using Landsat-7 ETM+ data. Urban Climate, 5: 19–35.

Sobrino J A, Jiménez-Muñoz J C, Paolini L. 2004. Land surface temperature retrieval from Landsat TM 5. Remote Sensing of Environment, 90(4): 434–440.

Song Y, Song X D, Shao G F. 2020. Effects of green space patterns on urban thermal environment at multiple spatial-temporal scales. Sustainability, 12(17): 6850, doi: https://doi.org/10.3390/SU12176850 .

Turner M G. 2005. Landscape ecology: What is the state of the science? Annual Review of Ecology, Evolution, and Systematics, 36: 319–344.

Valor E, Caselles V. 1996. Mapping land surface emissivity from NDVI: Application to European, African, and South American areas. Remote Sensing of Environment, 57(3): 167–184.

Vanderhaegen S, Canters F. 2010. Developing urban metrics to describe the morphology of urban areas at block level. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 36: 192–197.

Wang H B, Li H, Ming H B, et al. 2014. Past land use decisions and socioeconomic factors influence urban greenbelt development: A case study of Shanghai, China. Landscape Ecology, 29: 1759–1770.

Wang H T, Zhang Y Z, Tsou J Y, et al. 2017. Surface urban heat island analysis of shanghai (China) based on the change of land use and land cover. Sustainability, 9(9): 1538, doi: https://doi.org/10.3390/su9091538 .

Wang Q, Xiong K N, Zhou J Y, et al. 2023. Impact of land use and land cover change on the landscape pattern and service value of the village ecosystem in the karst desertification control. Frontiers in Environmental Science, 11: 1020331, doi: https://doi.org/10.3389/fenvs.2023.1020331 .

Yang C B, He X Y, Yu L X, et al. 2017. The cooling effect of urban parks and its monthly variations in a snow climate city. Remote Sensing, 9(10): 1066, doi: https://doi.org/10.3390/rs9101066 .

Yang J, Jin X. 2007. The failure and success of greenbelt program in Beijing. Urban Forestry and Urban Greening, 6(4): 287–296.

Zhang H, Qi Z F, Ye X Y, et al. 2013. Analysis of land use/land cover change, population shift, and their effects on spatiotemporal patterns of urban heat islands in metropolitan Shanghai, China. Applied Geography, 44: 121–133.

Zheng B J, Myint S W, Fan C. 2014. Spatial configuration of anthropogenic land cover impacts on urban warming. Landscape and Urban Planning, 130: 104–111.

Zhou W Q, Wang J, Cadenasso M L. 2017. Effects of the spatial configuration of trees on urban heat mitigation: A comparative study. Remote Sensing of Environment, 195: 1–12.

Download references

Acknowledgements

The authors are grateful to the editors and anonymous reviewers for their insightful comments.

Author information

Authors and affiliations.

Department of Architecture, College of Engineering, Salahaddin University, Erbil, 44002, Iraq

Suzan Ismail & Hamid Maliki

You can also search for this author in PubMed   Google Scholar

Contributions

Conceptualization: Hamid MALIKI, Suzan ISMAIL; Methodology: Hamid MALIKI, Suzan ISMAIL; Formal analysis: Suzan ISMAIL; Writing - original draft preparation: Suzan ISMAIL; Writing - review and editing Hamid MALIKI, Suzan ISMAIL; Funding acquisition: Suzan ISMAIL; Resources: Suzan ISMAIL; Supervision: Hamid MALIKI; Software: Suzan ISMAIL; Visualization: Suzan ISMAIL; Project administration: Hamid MALIKI, Suzan ISMAIL; Data curation: Suzan ISMAIL; Investigation: Suzan ISMAIL; Validation: Suzan ISMAIL. All authors approved the manuscript.

Corresponding author

Correspondence to Suzan Ismail .

Ethics declarations

The authors affirm that they don’t have any recognized conflicting financial interests or personal connections that might have potentially influenced the findings presented in this research.

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ .

Reprints and permissions

About this article

Ismail, S., Maliki, H. Spatiotemporal landscape pattern changes and their effects on land surface temperature in greenbelt with semi-arid climate: A case study of the Erbil City, Iraq. J. Arid Land (2024). https://doi.org/10.1007/s40333-024-0027-x

Download citation

Received : 13 April 2024

Revised : 26 July 2024

Accepted : 13 August 2024

Published : 06 September 2024

DOI : https://doi.org/10.1007/s40333-024-0027-x

Share this article

Anyone you share the following link with will be able to read this content:

Sorry, a shareable link is not currently available for this article.

Provided by the Springer Nature SharedIt content-sharing initiative

  • land use and land cover change
  • landscape pattern
  • land surface temperature
  • remote sensing
  • Find a journal
  • Publish with us
  • Track your research

Academia.edu no longer supports Internet Explorer.

To browse Academia.edu and the wider internet faster and more securely, please take a few seconds to  upgrade your browser .

Enter the email address you signed up with and we'll email you a reset link.

  • We're Hiring!
  • Help Center

paper cover thumbnail

Case Study.Operation Management. Operation Research. Linear Programming.Method of Transportation

Profile image of Suparni ,S.E

Operation Management. Operation Research. Linear Programming. Method of Transportation Transportation method is a method used to set the distribution of sources that provide the same product or kind of to the destination optimally. This distribution is done in such a wayso that requests from multiple destinations can be met from several place of origin of each can have different requests or capacities . Using the method transport, can be obtained a distribution allocation usage of items that can minimize total transportation cost. In addition to set on distribution of goods, methods transportation can also be used for other problems, such as scheduling in the process production in order to obtain the total processing time lowest, placement inventory to get total inventory cost smallest, or capital expenditure in order to get the greatest investment return. In the related to planning facilities, transportation methods can be used for choose a location that can minimizing total operating costs.Here we give examples of working methods of transportation with linear programming. Some Methods are NCR, LCM, STS, VAM.

Related Papers

Smita Sood , Keerti Jain

case study operations research pdf

Justice Kwame Appati

In the field of operations research, modelling of transportation problem is fundamental in solving most real life problems as far optimization is concerned. It is clear that a lot more effort has been put in by many researchers in seek of appropriate solution methods to such problem. Vogel’s Approximation Method (VAM), among the class of algorithms provided to solve the Initial Basic Feasible Solution (IBFS) proved to be best. Likewise is the Modified Distribution Method in testing the optimality of the IBFS. However, for some time now, manual calculations and LINDO are the tools used by most researchers in the application of these efficient proposed techniques. In this work, an equivalent MATLAB program was written that would aid in the computation of such problems with ease especially when the problem at hand has a larger cost matrix.

ام محمد لا للشات

Mathematical Theory and Modeling

Abdul Sattar Soomro

Md. Ashraful Babu

Transportation Algorithm uses for solving Transportation Problem to find feasible solution which may optimal or not. This is now a challenge that developed such an algorithm which gives optimal solution without using Optimality Methods like as MODI, Stepping-Stone. For this reason there are several transportation algorithm exists for solving TP like as North West Corner Rule (NWC), Least Cost Method (LCM), Vogel’s Approximation Method (VAM) etc. where VAM provides the feasible solution which is lower than NWC and LCM and for some case of TP it coincides with optimal solution. In this paper we proposed a new approach named “Implied Cost Method (ICM)” where feasible solutions are lower than VAM and very close to optimal solution or sometimes coincides with optimal solution.

Cheng Hwee Sim

Loading Preview

Sorry, preview is currently unavailable. You can download the paper by clicking the button above.

RELATED TOPICS

  •   We're Hiring!
  •   Help Center
  • Find new research papers in:
  • Health Sciences
  • Earth Sciences
  • Cognitive Science
  • Mathematics
  • Computer Science
  • Academia ©2024

Blockchain for Food Industry: Opportunities, Requirements, Case Studies, and Research Challenges

  • January 2024
  • IEEE Access PP(99):1-1
  • CC BY-NC-ND 4.0
  • This person is not on ResearchGate, or hasn't claimed this research yet.

Abstract and Figures

Examples of the blockchain-based systems used by various organizations to trace food products.

Discover the world's research

  • 25+ million members
  • 160+ million publication pages
  • 2.3+ billion citations
  • Xiaomei Zhang
  • Yujin Zhang

Claudia Waldhans

  • Ali Sunyaev
  • COMPUT ELECTRON AGR
  • Atif Rizwan

Anam Nawaz Khan

  • Int J Logist Manag

Priyanka Vern

  • Soc Econ Plann Sci
  • Mengting Yu

Ludovica Principato

  • Marco Formentini

Luca Secondi

  • J. Immanuel Johnraja
  • P. Getzi Jeba Leelipushpam
  • C. P. Shirley

Joyce Beryl Princess

  • Khaled Mosaed Almassar
  • Mohammad T. Khasawneh
  • ELECTRON COMMER R A

Deqing Ma

  • Hanqing Qin
  • Recruit researchers
  • Join for free
  • Login Email Tip: Most researchers use their institutional email address as their ResearchGate login Password Forgot password? Keep me logged in Log in or Continue with Google Welcome back! Please log in. Email · Hint Tip: Most researchers use their institutional email address as their ResearchGate login Password Forgot password? Keep me logged in Log in or Continue with Google No account? Sign up

COMMENTS

  1. A Review of Case Study Method in Operations Management Research

    This article reviews the case study research in the operations management field. In this regard, the paper's key objective is to represent a general framework to design, develop, and conduct case study research for a future operations management research by critically reviewing relevant literature and offering insights into the use of case method in particular settings.

  2. A Review of Case Study Method in Operations Management Research

    1. , Narjes Ghasemnia Arabi. 1. and Gholamreza Khoshsima. 2. Abstract. This article reviews the case study research in the operations management field. In this regard, the paper's key objective ...

  3. PDF A Review of Case Study Method in Operations Management Research

    The need for the operations management (OM) field to pur-sue more empirical methods, especially the case study method, has been noted in many research types. Recently there have been several ...

  4. Conducting case study research in operations management

    An appendix provides a listing of case studies that have appeared in some OM journals in recent years, classifying the studies by their research purpose. However, regardless of their purposes, case study research need to be conducted in a manner that assures maximum measurement reliability and theory validity.

  5. [PDF] Effective case research in operations management: a process

    The case study approach in operations management research. Senevi B. Kiridena A. Fitzgerald. Business. 2006. This paper explores qualitative research in general and the case study approach in particular as used in Operations Management (OM) theory-building research. It discusses the relative strengths and….

  6. Toward Developing a Framework for Conducting Case Study Research

    As Dul and Hak (2008) stated, on the one hand, case studies are widely used by many communities in business research; for example, case study research has consistently been one of the most powerful methods in operations management, particularly in the building of new theory. It is clearly an opinion that case study research in management can be ...

  7. Case Studies in Operations Research

    Each chapter of " Case Studies in Operations Research: Applications of Optimal Decision Making" also includes additionaldata provided on the book's website on Springer.com. These files contain a brief description of the area of application, the problem and the required outputs. Also provided are links to access all the data in the problem.

  8. (PDF) Effective case research in operations management: a process

    International Journal of Operations and Production Management 13 (5), 3-11. Meredith, J., 1998. Building operations management theory through case and field research. Journal of Operations Management 16 (4), 441-454. Meredith, J., Samson, D., 2001. Call for papers: special issue of journal of operations management on case study and field ...

  9. Conducting case study research in operations management

    Journal of Operations Management, 11 (1993) 239-256 Eisevier 239 Conducting case study research in operations management David M. McCutcheon and Jack R. Meredith Department of Operations Management and Information Systems, University of Cincinnati, Cincinnati, OH 4522]-0387, USA (Received 8 October 1990; accepted in revised form 3 March 1993) Abstract Recently, there have been numerous calls ...

  10. (PDF) Case research in operations management

    Theory testing Despite its limited use for theory testing, case study research has been used in the operations management field in order to test complicated issues such as strategy implementation (e.g. Pagell and Krause, 1999; Boyer and McDermott, 1999; McLachlin, 1997). When case study research is used for theory testing, it fis typically used ...

  11. (PDF) Qualitative case studies in operations management: Trends

    Case study research accounted for 818 of the published articles in this period (12%) and an evaluation template (termed case study evaluation template: CASET) was developed to objectively assess these articles against 10 quality criteria. It was found that the quality of case study research has often been low, although it has improved over time.

  12. (PDF) Qualitative Case Studies in Operations Management: Trends and

    PDF | Our study examines the state of qualitative case studies in operations management. Five main operations management journals are included for their... | Find, read and cite all the research ...

  13. PDF Case Study Research in Supply Chains

    3 Case Study Research "A case study is an empirical enquiry that (1) investigates a contemporary phe-nomenon within its real life context, especially when (2) the boundaries between phenomenon and context are not clearly evident" (Yin, 2003: 13). Case studies are used as a research method if contextual factors are taken into account, but at the

  14. Applications of Operations Research and Management Science

    This book includes case studies that examine the application of operations research to improve or increase efficiency in industry and operational activities. This collection of "living case studies" is all based on the author's 30-year career of consulting and advisory work. These true-to life industrial applications illustrate the ...

  15. PDF INTRODUCTION TO OPERATIONS RESEARCH

    INTRODUCTION TO OPERATIONS RESEARCH

  16. A Review of Case Study Method in Operations Management Research

    This article reviews the case study research in the operations management field. In this regard, the paper's key objective is to represent a general framework to design, develop, and conduct case study research for a future operations management research by critically reviewing relevant literature and offering insights into the use of case method in particular settings.

  17. Case Study Method: A Step-by-Step Guide for Business Researchers

    Case Study Method: A Step-by-Step Guide for Business ...

  18. Operations Management Case Studies

    A doctoral program that produces outstanding scholars who are leading in their fields of research. Undergraduate . Bring a business perspective to your technical and quantitative expertise with a bachelor's degree in management, business analytics, or finance. ... Operations Management Case Studies. Teaching Resources Library A Background ...

  19. Case Studies

    Case Studies - Operations Research and Management - Free download as PDF File (.pdf), Text File (.txt) or read online for free. The document presents a case study involving the assignment of five men to five jobs to minimize the total time taken. It provides a matrix with the time each man takes to complete each job. The Hungarian assignment method is applied in six steps to solve the ...

  20. Operations Research Case Study

    Operations Research Case Study - Free download as PDF File (.pdf), Text File (.txt) or read online for free. This document outlines the schedule and requirements for a case study project assignment in an operations research course. It details four stages of the project: researching topics in August-September, submitting a proposal in early October, working on the project October-November, and ...

  21. Case Studies in Operations Research

    Request PDF | On Jan 1, 2015, C. Bragalli and others published Case Studies in Operations Research | Find, read and cite all the research you need on ResearchGate

  22. (PDF) Case Study In Operations Management

    Design/methodology/approach: The case study approach is selected as a research methodology because of the need to investigate a current phenomenon in a real environment. Findings: In the case study analysed, the protective capacity of non-bottleneck resources is found to the key factor when subordinating the MTO system to a bottleneck (BN).

  23. Enhancing Student Learning with Technology: Trends and ...

    Case Studies and Examples. With all these tools conquering classrooms, let's examine some specific examples of tools and case studies of learning with technology. Classcraft. Classcraft is an innovative platform that transforms traditional classroom dynamics into a game-like experience.

  24. Spatiotemporal landscape pattern changes and their effects on land

    Urban expansion of cities has caused changes in land use and land cover (LULC) in addition to transformations in the spatial characteristics of landscape structure. These alterations have generated heat islands and rise of land surface temperature (LST), which consequently have caused a variety of environmental issues and threated the sustainable development of urban areas. Greenbelts are ...

  25. (PDF) Case Study.Operation Management. Operation Research. Linear

    GRADUATE MASTER IN MANAGEMENT PROGRAM UNIVERSITY OF TECHNOLOGY YOGYAKARTA SPECIAL REGION OF YOGYAKARTA INDONESIA CASE STUDY OPERATIONS MANAGEMENT Operations Research O "Transportation Transportation Method" Method By : STUDENT NAME : S U P A R N I, S.E COURSES : OPERATIONS MANAGEMENT LECTURER REKSOATMODJO, M.Sc. : Dr. Ir. WAHYUNI ...

  26. (PDF) Blockchain for Food Industry: Opportunities, Requirements, Case

    It explores case studies and research projects in the food sector that are based on blockchain technology, aiming to highlight the applicability of blockchain in the food supply chain.