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A directional approach to gradual cover

Author

Listed:
  • Tammy Drezner

    (California State University-Fullerton)

  • Zvi Drezner

    (California State University-Fullerton)

  • Pawel Kalczynski

    (California State University-Fullerton)

Abstract

The objective of classic cover location models is for facilities to cover demand within a given distance. Locating a given number of facilities to cover as much demand as possible is referred to as max-cover. Finding the minimum number of facilities required to cover all the demand is the set covering problem. The gradual (or partial) cover replaces abrupt drop from full cover to no cover by defining gradual decline in cover. If classic cover models consider 3 miles as the cover distance, then at 2.99 miles a demand point is fully covered while at 3.01 miles it is not covered at all. In gradual cover, a cover range is set. For example, up to 2 miles the demand is fully covered, beyond 4 miles it is not covered at all, and between 2 and 4 miles it is partially covered. In this paper, we propose, analyze, and test a new rule for calculating the joint cover of a demand point which is partially covered by several facilities. The algorithm is tested on a case study of locating cell phone towers in Orange County, California. The new approach provided better total cover than the cover obtained by existing procedures.

Suggested Citation

  • Tammy Drezner & Zvi Drezner & Pawel Kalczynski, 2019. "A directional approach to gradual cover," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 27(1), pages 70-93, April.
    • Handle: RePEc:spr:topjnl:v:27:y:2019:i:1:d:10.1007_s11750-018-00493-y
    DOI: 10.1007/s11750-018-00493-y
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    References listed on IDEAS

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    Cited by:

    1. Tammy Drezner & Zvi Drezner & Pawel Kalczynski, 2021. "Directional approach to gradual cover: the continuous case," Computational Management Science, Springer, vol. 18(1), pages 25-47, January.
    2. Masashi Miyagawa, 2020. "Optimal number and length of point-like and line-like facilities of grid and random patterns," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 28(1), pages 213-230, April.
    3. Tammy Drezner & Zvi Drezner & Pawel Kalczynski, 2020. "Directional approach to gradual cover: a maximin objective," Computational Management Science, Springer, vol. 17(1), pages 121-139, January.

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