2020
DOI: 10.1007/s00521-020-05055-7
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An improved bat optimization algorithm to solve the tasks scheduling problem in open shop

Abstract: The open shop scheduling problem involves a set of activities that should be run on a limited set of machines. The purpose of scheduling open shops problem is to provide a timetable for implementation of the entire operation so that the total execution time is reduced. The tasks scheduling problem in open shops is important in many applications due to the arbitrariness of the processing sequence of each job and lack of a prioritization of its operations. This is an NP-hard problem and obtaining an optimal solu… Show more

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Cited by 29 publications
(16 citation statements)
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“…English teaching evaluation needs a scientific and complete evaluation system. e main thing is how to plan the evaluation relationship between the two subjects of teaching and learning, that is, the teacher and the students, firstly, the students should have an accurate and scientific collection of evaluation information about the teacher's performance in class, and secondly, it lies in making a good mutual evaluation between teachers [10]. And to link the evaluation of students and teachers together to produce actual results, to concentrate such relevant evaluation methods as summative evaluation, formative evaluation, and preparatory evaluation, and to make them as a whole option of the evaluation system will be more comprehensive [11].…”
Section: Related Workmentioning
confidence: 99%
“…English teaching evaluation needs a scientific and complete evaluation system. e main thing is how to plan the evaluation relationship between the two subjects of teaching and learning, that is, the teacher and the students, firstly, the students should have an accurate and scientific collection of evaluation information about the teacher's performance in class, and secondly, it lies in making a good mutual evaluation between teachers [10]. And to link the evaluation of students and teachers together to produce actual results, to concentrate such relevant evaluation methods as summative evaluation, formative evaluation, and preparatory evaluation, and to make them as a whole option of the evaluation system will be more comprehensive [11].…”
Section: Related Workmentioning
confidence: 99%
“…The authors proposed algorithm that gives a nondominance set of optimal solutions and improves various influential parameters (i.e., time, cost, throughput, task acceptance ratio). They used Cloudsim tool environment [11] and PSO, adaptive PSO, artificial bee colony (ABC), BA, and improved min-min load-balancing algorithm for comparison.…”
Section: Task Shedulingmentioning
confidence: 99%
“…The general objective function is in the form of Equation (11). The used parameters are described in Table 3.…”
Section: 5 Throughputmentioning
confidence: 99%
“…A new cuckoo search (CS) [4] combined with the NEH and the smallest position rule(SPR) was proposed for overcoming FSSP. For the open shop scheduling problem, a bat algorithm (BA) [16] improved using ColReuse, and substitution meta-heuristic functions have been proposed. Li [17] proposed a hybrid approach based on PSO for tackling the multi-objective PFSSP.…”
Section: Introductionmentioning
confidence: 99%