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BLPAD.Core: A Multi-Functions Optimizer Towards Daily Planning Generation in Home Health Care

Abstract : Today, a majority of the elderly want to live longer in autonomy and comfort. Since there is not enough space available in specialized institutions, Home Health Care Services (HHCS) constitute an important addition that reinforces the traditional system. With the increase in HHCS demands, the main challenge in this distributed system is the organization of care services in an HHC institution. This organizational problem is widely studied as a Home Health Care Scheduling and Routing Problem (HHCSRP) in the Operations Research (OR) community. Facing the diversity and complexity of demands, as done in OR, the formulated solution-oriented model aims at providing decision making support for the decision maker in HHC systems. This leads obstacles in the dataset / benchmark based experimental environment and critical analysis such as the degree of the optimality regarding generated solutions and the comprehensive visualization of solutions. In this paper, based on a systemic analysis of the existing benchmark and the solution approach for HHCSRP, a prototype named BLP AD. Core is introduced. It provides a full decision support system to the decision-maker in the HHC system. The functionality consists of an instance generation based on the real dataset, operational planning generation and solution visualization. This research highlights the scientific challenges and attempts to respond to the complicated expectations of HHC systems in a comprehensive manner.
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Submitted on : Monday, March 1, 2021 - 9:41:52 AM
Last modification on : Thursday, November 10, 2022 - 10:01:34 AM
Long-term archiving on: : Sunday, May 30, 2021 - 7:43:04 PM


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Liwen Zhang, Elyes Lamine, Franck Fontanili, Christophe Bortolaso, Marianne Sargent, et al.. BLPAD.Core: A Multi-Functions Optimizer Towards Daily Planning Generation in Home Health Care. AICCSA 2020 - 17th International Conference on Computer Systems and Applications, Nov 2020, Antalya (virtual), Turkey. 6 p., ⟨10.1109/AICCSA50499.2020.9316522⟩. ⟨hal-03109972⟩



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