发明名称 Method For Task Scheduling And Resources Allocation And System Thereof
摘要 A system and method for automatically assigning multiple tasks with multiple objectives to multiple teams (group of technician on field) is provided. This invention provides a means to minimize total operation cost and business process through the optimization consisting of the best assignment of resources to available task. In the tasks assignment and resource allocation method disclosed herein, new genetically adapted search agent (Genetic algorithm) are employed to improve the population, to provide the most optimum match matrix among jobs and teams, and calculate the best score of the fittest chromosome. The assignments generated by this method satisfy all constraints.
申请公布号 US2017116522(A1) 申请公布日期 2017.04.27
申请号 US201615280353 申请日期 2016.09.29
申请人 Telekom Malaysia Berhad 发明人 Ibrahim Sahrul Hilmi;Bin Ahmad Fatan Ahmad Abdulsalam;Padhi Surjya Narayana;Bin Ismail Muhamad Noh;Bin Shahrir Mohammad Shazri;Sutan Nameh Sevia Mahdaliza Idrus;Bt. Mohd Zaini Noor Fazilatulakma
分类号 G06N3/12 主分类号 G06N3/12
代理机构 代理人
主权项 1. A computer implemented method for assigning tasks to groups of workers, comprising: retrieving from a database, by a data retrieval module, information relating to a set of activities to be executed, a set resources to be utilized during execution of the activities, a set of constraints to be satisfied, and a set of objectives to be accomplished; assigning, by a weight assigning module, a weight value according to the set of constraints for each activity of the set of activities; sorting, by a task sorting module, the activities of the set of activities according to each of their respective weight values; assigning, by the task sorting module, at least one resource to each activities of the set of activities; generating, by a match matrix generator, a matrix including a list of the set of activities and the at least one resource assigned to each of the activities of the set of activities; and applying, by a genetic algorithm module, a genetic algorithm process on the generated matrix to produce an optimum solution for assignment of the at least one resource to each activity of the set of activities.
地址 Kuala Lumpur MY