[PDF] Top 20 Diversity based adaptive genetic algorithm for a workforce scheduling and routing problem

... 42 problem instances including: the mean value, the standard deviation, the minimum cost-value, the maximum cost-value and the mean ...order based on the statistical analysis, where a low rank value ... See full document

... The Workforce Scheduling and Routing Problem (WSRP) is concerned with planning visits of qual- ified workers to different locations to perform a set of tasks, while satisfying each task ... See full document

... Vehicle Routing Problem with Time Windows ...on workforce scheduling is also ...bined problem of Workforce Scheduling and Rou- ...and workforce scheduling ... See full document

... of workforce scheduling, there are many scenarios in which personnel must carry out tasks at different locations hence requiring some form of ...as Workforce Scheduling and Routing ... See full document

... The Workforce Scheduling and Routing Problem (WSRP) is described as the assignment of personnel to visits, requested by customers, across different geographical ...This problem combines ... See full document

... The Workforce Scheduling and Routing Problem (WSRP) is a combinatorial optimisation problem that in- volves scheduling and routing of ...of problem often requires ... See full document

... approach based on mixed integer programming (MIP) with decomposition to solve a workforce scheduling and routing problem, in which a set of workers should be assigned to tasks that are ... See full document

... of workforce scheduling, there are many scenarios in which personnel must carry out tasks at different locations hence requir- ing some form of ...as Workforce Scheduling and Routing ... See full document

... this problem class include Partially Matched Crossover (PMX) [20] and Uniform Par- tially Matched Crossover (UPMX) ...other routing and scheduling prob- ...Order Based Crossover (UOBX) ...For ... See full document

... sequencing problem with no machine substitute for each operation while in FJSSP, alternative machines are considered for each ...inhabitants based on an algorithm have been proposed to find ... See full document

... Ship Routing and Scheduling Problem (SRSP) is a branch of OR which focuses on studying and finding the best method to minimize the cost of shipping quantities of shipments over fleet of ships to a ... See full document

... Population based search tends to look at creating improved solutions by modifying a pool of current solutions referred to as the population ...2005). Genetic Algorithms are a popular type of ... See full document

... multi-objective problem of creating an optimal pump schedule for the ...are based on the Pareto approach of Genetic ...approach Genetic Algorithm becomes inefficient if majority of the ... See full document

... CVRP cost than SVP for all the cases except n53-k7. In few cases outperformance of SVP is significant. For n33-k5 problem, as an example, SVS achieved CVRP cost 957 and SVP achieved 842. However, SVP involves more ... See full document

... The algorithm solves each one of the instances with a maximum number of 1,000 schedules, computed as terminating ...the algorithm different problem set instances were solved ... See full document

... transit routing problem with a genetic algorithm ...proposed algorithm employs an adding-node procedure which helps in converting an infeasible solution to a feasible ...proposed ... See full document

... Liu Lei and Li Chunlin [5] have proposed the resource reliability which is evaluated from task completion time and energy consumption, in order to solve the problems caused by mobile devices in the scheduling. ... See full document

... job based representation [20], the previous study had shown favorable ...in genetic algorithms, this study aims to establish the effect of initial population scheme on the overall convergence of each ... See full document

... a genetic algorithm for the generalized orienteering ...orienteering problem (GOP) adds a level of complexity where there are numerous attributes at a specific point that represent the total ...The ... See full document

... job-shop scheduling problem (FJSP) is one of the instances in flexible manufacturing ...this problem domain is difficult. FJSP inherits the job-shop scheduling problem ...Swarm ... See full document