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• W4304127922 abstract "This work proposes a novel no-wait time heuristic mechanism for identifying optimal schedules for scheduling problems using metaheuristic techniques. The heuristic mechanism helps to reduce the idle time in a machine by shifting the starting time of the job near its release date. The proposed mechanism can be directly integrated with metaheuristic techniques without performing any modifications to the techniques. The proposed heuristic mechanism is employed with fifteen metaheuristic techniques and tested the efficacy by solving twelve scheduling problems with minimization of total processing cost as the objective. The performance of all metaheuristic techniques was analyzed, with and without incorporating the heuristic mechanism. It is observed that the heuristic mechanism helped metaheuristic techniques to determine better schedules, whereas, without the heuristic mechanism, many of these techniques were unable to obtain even one feasible schedule in a complex problem. The inclusion of the proposed heuristic mechanism has provided up to 10% improvement in the fitness value of the best schedules. It also helped to identify multiple realizations of the optimal schedules with zero idle time. This study also analyzed the effect of tightening constraints for solving the scheduling model using metaheuristic techniques. The performance analysis of the techniques validated that the inclusion of horizon constraints does not benefit the metaheuristic techniques in determining better solutions. • No-wait time heuristic mechanism for metaheuristic techniques is proposed. • Common framework for benchmarking metaheuristic techniques on combinatorial problems. • Computational studies of 15 metaheuristic techniques on 12 scheduling problem instances. • Use of the heuristic mechanism with metaheuristic techniques identified better schedules. • Analyzed the impact of tightening constraints on metaheuristic techniques." @default.
• W4304127922 created "2022-10-11" @default.
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• W4304127922 date "2022-12-01" @default.
• W4304127922 modified "2023-09-25" @default.
• W4304127922 title "Efficient scheduling of jobs on dissimilar parallel machines using heuristic assisted metaheuristic techniques" @default.
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• W4304127922 doi "https://doi.org/10.1016/j.cherd.2022.10.011" @default.
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