Therefore, this mapping study aimed to provide an organised view of the current state of the field and comprehensive awareness of the meta-heuristic approaches, by conducting meta-heuristic for solving university timetabling problems. A research problem is a definite or clear expression [statement] about an area of concern, a condition to be improved upon, a difficulty to be eliminated, or a troubling question that exists in scholarly literature, in theory, or within existing practice that points to a need for meaningful understanding and deliberate investigation. 2023 Springer Nature Switzerland AG. 2022 Jul 22;12(7):e060316. IEEE, Mandal AK, Kahar M (2015) Solving examination timetabling problem using partial exam assignment with hill climbing search. 3 Protocols for the systematic meta-review and field study are provided in Annex B and D respectively. 1. Data synthesis: The positive or negative ways in which each woman approaches the changes during menopause are influenced by their personal, family and sociocultural background. Polyamine Oxidase Expression Is Downregulated by 17-Estradiol via Estrogen Receptor 2 in Human MCF-7 Breast Cancer Cells. It is also the most difficult for elementary-school students (Verschaffel, Greer, & De Corte, 2000). Likewise, the majority of the research is solution proposals (66%). Solution. Schildkamp and Kuiper (2010) defined DBDM as "systematically analysing existing data sources within the school, applying outcomes of analyses to innovate teaching, curricula, and school performance, and implementing (e.g., genuine improvement actions) and evaluating these innovations" (p. 482). In: Handbook of metaheuristics. Come to believe their role in their own care is important 2. Women who have had induced menopause, or with premature menopause were excluded from this review. While many of these interventions had positive outcomes, a large number have only been tested in a single geographical location, in a small number of settings, and/or with a limited variety of educators and learners. In: The 8th international conference practice and theory of automated timetabling (PATAT 2010). Macdonald D, Snelgrove-Clarke E, Campbell-Yeo M, Aston M, Helwig M, Baker KA. For instance, how the effectiveness of a treatment in an individual study is being determined is only relevant if the systematic review is focused . J Comput Sci 5(5):809818, Alzaqebah M, Abdullah S (2015) Hybrid bee colony optimization for examination timetabling problems. IOP Publishing, Nategh MN, Hosseinabadi AAR, Balas VE (2018) University-timetabling problem and its solution using GELS algorithm: a case study. Considering menopause is a time when women feel vulnerable, personal and tailored healthcare according to individual needs, preferences and expectations should be provided. IOP Publishing, p 012012, AlHadid I, Kaabneh K, Tarawneh H (2018) Hybrid simulated annealing with meta-heuristic methods to solve UCT problem. J Sched 12(1):5589, Hosny M, Fatima S (2011) A survey of genetic algorithms for the university timetabling problem. Springer, pp 161175, Song T et al (2018) An iterated local search algorithm for the university course timetabling problem. J Comput Stud 1(1):17, Kitchenham SCAB (2007) Guidelines for performing systematic literature reviews in software engineering, vol 5. But for too many, the American Dream remains out of reach. Eur J Oper Res 197(2):482491, Landa-Silva D, Obit JH (2009) Evolutionary non-linear great deluge for university course timetabling. Studies published in English, French, Portuguese and Spanish were considered for inclusion in this review, without any restriction in terms of year of publication. This review considered studies that included menopausal women aged between 40 and 65 years, who have lived the transition from reproductive years through menopause and beyond. (2013) Hybridizing meta-heuristics approaches for solving university course timetabling problems. In: International parallel conferences on researches in industrial and applied sciences, Dubai, UAE, Simon D (2008) Biogeography-based optimization. Based on the university rules, after accepting the proposal, each student had only 6 months to submit his thesis; otherwise, he had to pay extra tuition. These findings were aggregated into 17 categories, and then into six synthesized findings. In: International conference on. Therefore, credentialing, regulation, and formal recognition are essential for a competent and . FOIA (2010) Fish swarm intelligent algorithm for the course timetabling problem. They have decided that the first step is to clarify the problem they want to address. JBI Database System Rev Implement Rep. 2015 Nov;13(11):74-127. doi: 10.11124/jbisrir-2015-2444. Since university timetabling is commonly classified as a combinatorial optimisation problem, researchers tend to use optimisation approaches to reach the optimal timetable solution. The systematic literature review study conducted in this paper is the first of its kind to integrate and map the HRM concepts that can be integrated with Lean to deploy the initiative successfully. The experience of adults who choose watchful waiting or active surveillance as an approach to medical treatment: a qualitative systematic review. (2012) A greedy gradient-simulated annealing hyper-heuristic for a curriculum-based course timetabling problem. Critical to achieving this mission is providing education scientists with the tools they need to conduct rigorous applied research. Key elements in the successful implementation of evidence-based practice in nursing include: Reviewing research and studies that examine the best practices in clinical nursing. This is a preview of subscription content, access via your institution. IES also supports low-cost, short-duration evaluations of education interventions for children and youth with or at risk for disability. IEEE International. Research to Accelerate Pandemic Recovery in Special Education| (2018) A survey on exam scheduling techniques. Copyright 2014 University of York. The same outcomes are emphasized for students with disabilities across each of these education levels and include the functional outcomes that improve educational results and transition outcomes that support employment, independent living, and postsecondary education. J Inf Knowl Manag 19:2040009, Sultan A (2020) A genetic algorithm approach for timetabling problem: the time group strategy. Research Grants Focused on Systematic Replications| Primary studies on mapping study that have been published in the last decade from 2009 until the first quarter of 2020, which consist of 131 publications, were selected as a benchmark for future research to solve university timetabling problems using meta-heuristic algorithms. National Library of Medicine Naresuan Univ Eng J 4(1):3138, Chaudhuri A, De K (2010) Fuzzy genetic heuristic for university course timetable problem. They can highlight methodological concerns in research studies that can be used to improve future work in the . In addition, the mapping study tried to highlight the intensity of publications over the last years, spotting the current trends and directions in the field of solving university timetabling problems, as well as having the work to provide guidance for future research by indicating the gaps and open questions to be fulfilled. In: International conference on combinatorial optimization and applications. Ann Oper Res 239(1):338, Abuhamdah A et al (2014) Population based local search for university course timetabling problems. IES is particularly interested in curricula, instructional practices, assessment, the quality of the education workforce, and the systems and policies that affect these conditions and their interrelationships (for example, accountability systems, delivery mechanisms including technology, and policies that support the ability of parents to improve educational results for their children through such means as choice of education services and provision of school-related learning opportunities in the home). Int J Adv Intell Paradig 11(34):368377, Goh SL, Kendall G, Sabar NR (2018) Simulated annealing with improved reheating and learning for the post enrolment course timetabling problem. Int J 4(9):163168, Rankhambe J, Kavita S (2014) Optimization of examination timetable using harmony search hyper-heuristics (HSHH. In: Fourth international multi-conference on computing in the global information technology, 2009. philosophy. In: Journal of physics: conference series. Modern Appl Sci 12(11), Mohamed TM (2018) Enhancing the performance of the greedy algorithm using chicken swarm optimization: an application to exam scheduling problem. HALIMAH MOHD YUSOF. The 4th multidisciplinary international scheduling conference: theory and applications (MISTA 2009), Dublin, Ireland, pp 180191, McCollum B, et al. This critical analysis can form the basis for your rationale or for your choice of data collection procedures. Tax calculation will be finalised during checkout. Qualitative data was extracted from papers included in the review using standardized data extraction tools developed by the Joanna Briggs Institute. This decision was made to permit the inclusion of all of research related to women's lived experiences of menopause worldwide since the inception of this type of research. In: Handbook of metaheuristics. Int J Soft Comput Eng 1(5):158163, Pillay N (2012) Evolving hyper-heuristics for the uncapacitated examination timetabling problem. The authors would liketo thank the editor and reviewers for their constructive feedback during the review process. A systematic mapping study on solving university timetabling problems using meta-heuristic algorithms. IEEE Trans Evol Comput 19(6):870884, Lewis R, Thompson J (2015) Analysing the effects of solution space connectivity with an effective metaheuristic for the course timetabling problem. Springer, Carter MW, Laporte G (1997) Recent developments in practical course timetabling. In kindergarten through 12th grade, learning, achievement, and higher order thinking in the academic outcomes of reading, writing, and STEM; English language proficiency; and progression through education systems as indicated by course and grade completion, retention, high school graduation, and dropout are emphasized, as well as the behaviors and social skills that support learning in school and successful transitions to employment, independent living, and post-secondary education. Int J Tech Res (IJTR) 1(1):4751, Chen R-M, Shih H-F (2013) Solving university course timetabling problems using constriction particle swarm optimization with local search. (2019) Implementation of constraint programming and simulated annealing for examination timetabling problem, in computational science and technology. 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