PROPOSING INNOVATIVE GENETIC ALGORITHMS MODEL TO SOLVE THE PROBLEM OF THE PROFESSORS' EDUCATIONAL PLANNING CONSIDERING STUDENTS' OPINIONS

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ASGARI LALEH; KEYVANPOUR MOHAMMADREZA

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Journal: JOURNAL OF INFORMATION TECHNOLOGY MANAGEMENT Year:2017 | Volume:9 | Issue:3 Page(s): 531-548

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Title

PROPOSING INNOVATIVE GENETIC ALGORITHMS MODEL TO SOLVE THE PROBLEM OF THE PROFESSORS' EDUCATIONAL PLANNING CONSIDERING STUDENTS' OPINIONS

Author(s)

ASGARI LALEH | KEYVANPOUR MOHAMMADREZA | Issue Writer Certificate

Keywords

FITNESS FUNCTIONQ2

GENETIC ALGORITHMQ1

MIMETIC ALGORITHMQ1

ROTATORY INVERSE LIST (RIL)Q1

TIMINGQ1

Abstract

Timing of curriculum planning for students and faculty could be done using diverse methods. The present research concerns with curriculum planning for professors considering the students' opinions. In doing so, the courses and the TIMING are determined based on the professors' common timetable, the professors' intensive courses TIMING and the class limitations. To achieve this goal, the GENETIC ALGORITHM methodology was used in two steps. In the first stage, single-point cutting operator was used and in the second stage of the algorithm, a new intelligent operator called cyclic reverse list (RIL) was used provided that gold, silver and bronze time types were used for different courses. The advantages of this algorithm are using a new appropriate function (hot rolled), as well as new criteria and a new operator (RIL). Unlike conventional methods, in this method the appropriateness is considered in proportion with the whole population and we try to remove the impossible solutions. The optimal solution is chosen from among a multitude of provided responses. Therefore, it was found that we can reach the optimal solutions with regard to a better appropriateness.

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APA: Copy

ASGARI, LALEH, & KEYVANPOUR, MOHAMMADREZA. (2017). PROPOSING INNOVATIVE GENETIC ALGORITHMS MODEL TO SOLVE THE PROBLEM OF THE PROFESSORS' EDUCATIONAL PLANNING CONSIDERING STUDENTS' OPINIONS. JOURNAL OF INFORMATION TECHNOLOGY MANAGEMENT, 9(3 ), 531-548. SID. https://sid.ir/paper/140481/en

Vancouver: Copy

ASGARI LALEH, KEYVANPOUR MOHAMMADREZA. PROPOSING INNOVATIVE GENETIC ALGORITHMS MODEL TO SOLVE THE PROBLEM OF THE PROFESSORS' EDUCATIONAL PLANNING CONSIDERING STUDENTS' OPINIONS. JOURNAL OF INFORMATION TECHNOLOGY MANAGEMENT[Internet]. 2017;9(3 ):531-548. Available from: https://sid.ir/paper/140481/en

IEEE: Copy

LALEH ASGARI, and MOHAMMADREZA KEYVANPOUR, “PROPOSING INNOVATIVE GENETIC ALGORITHMS MODEL TO SOLVE THE PROBLEM OF THE PROFESSORS' EDUCATIONAL PLANNING CONSIDERING STUDENTS' OPINIONS,” JOURNAL OF INFORMATION TECHNOLOGY MANAGEMENT, vol. 9, no. 3 , pp. 531–548, 2017, [Online]. Available: https://sid.ir/paper/140481/en

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