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Addressing evolutionary-based dynamic problems: a new methodology for evaluating Immigrants strategies in MOGAs

Angel Panizo-LLedot, Martin Pedemonte, Gema Bello-Orgaz, David Camacho
2022 IEEE Access  
Multi-Objective Genetic Algorithms (MOGAs) have been successfully used to address dynamic problems in a wide variety of domains.  ...  In particular, immigrant strategies are one of the most commonly used methods, for that reason, this work proposes a new methodology that allows to make a detailed evaluation of their performance when  ...  CONCLUSIONS AND FUTURE WORK This article presents a new methodology for evaluating immigrant strategies in MOGAs on the basis of three different dimensions: Quality, Stability, and Speed.  ... 
doi:10.1109/access.2022.3156944 fatcat:wxxfqcgn6nc4rctip5n2i5wadm

Recent Research Trends in Genetic Algorithm Based Flexible Job Shop Scheduling Problems

Muhammad Kamal Amjad, Shahid Ikramullah Butt, Rubeena Kousar, Riaz Ahmad, Mujtaba Hassan Agha, Zhang Faping, Naveed Anjum, Umer Asgher
2018 Mathematical Problems in Engineering  
The FJSSP is known to be NP-hard problem with regard to optimization and it is very difficult to find reasonably accurate solutions of the problem instances in a rational time.  ...  Keeping in view this aspect, this article presents a comprehensive literature review of the FJSSPs solved using the GA.  ...  Acknowledgments The authors acknowledge NUST for partially financing these studies. Mathematical Problems in Engineering  ... 
doi:10.1155/2018/9270802 fatcat:txebhtzh4bhgvmcfqnm67pamiu

A Hybrid Multiobjective Evolutionary Approach for Flexible Job-Shop Scheduling Problems

Jian Xiong, Xu Tan, Ke-wei Yang, Li-ning Xing, Ying-wu Chen
2012 Mathematical Problems in Engineering  
A hybrid multiobjective evolutionary approach (H-MOEA) is developed to solve the problem.  ...  Moreover, a local search procedure based on critical path theory is incorporated in H-MOEA to improve the convergence ability of the algorithm.  ...  Acknowledgments This research was supported in part by the China Scholarship Council and National Natural Science Foundation of China under the Contracts no. 70971131, 70901074, 71001104, 71101150, and  ... 
doi:10.1155/2012/478981 fatcat:rv4occd5kjfbpo6ycncuo2xgom

A Forest Representation for Evolutionary Algorithms Applied to Network Design [chapter]

A. C. B. Delbem, Andre de Carvalho
2003 Lecture Notes in Computer Science  
In this dissertation, the following EA approaches are proposed for 7 kinds of network design models: 1) For improve the EA search ability, we propose a new auto-tuning strategy with combining fuzzy logic  ...  (WMX) and a immigration operator for simple shortest path routing (SPR) model and bicriteria SPR model. 3) We propose a PrimPred-based encoding method and a local search technique to solve 3 kinds of  ...  As a new operator, we consider immigration, and added auto-tuning strategy by Fuzzy Logic Control (FLC).  ... 
doi:10.1007/3-540-45105-6_74 fatcat:x7j3mwlqjffn3oagxwdr77xrrq

Review on meta-heuristics approaches for airside operation research

K.K.H. Ng, C.K.M. Lee, Felix T.S. Chan, Yaqiong Lv
2018 Applied Soft Computing  
Swarm intelligence (SI) is a new type of bio-inspired meta-heuristics that emphasises distributing individual agents for solving hard CO problems.  ...  Research methodology The primary objective of this paper is to present a taxonomic framework for outlining and consolidating the current research field of extant airside operations in the literature with  ...  Acknowledgements The authors would like express their gratitude and appreciation to the five anonymous reviewers, the editor-in-chief, the managing editor and the handling editor for providing valuable  ... 
doi:10.1016/j.asoc.2018.02.013 fatcat:fvpq3pblwjbghdtdxi5a6sh73e

Survey on Models and Methodology for Emergency Relief and Staff Scheduling [chapter]

Bhupesh Kumar Mishra, Thepparit Sinthamrongruk, Zeeshan Pervez, Keshav Dahal
2017 Lecture Notes in Electrical Engineering  
This paper covers a survey study on some of the recent papers of these areas that highlights the problem formulations, technologies, methods and algorithms applied.  ...  It provides a literature review on technologies and algorithms applied in the area of emergency case relief scheduling and staff scheduling.  ...  [43] proposed a new multiple assignment problems based deterministic heuristic algorithm to solve a nurse scheduling problem consisting of two phases.  ... 
doi:10.1007/978-3-319-52171-8_1 fatcat:myay3hgpevf7niclbqug4w76pm

A rule-based lens model

Jing Yin, Ling Rothrock
2006 International Journal of Industrial Ergonomics  
Specifically, we seek to establish a Rule-based Lens Model to model the judgment of a human who selects a criterion value based on a set of probabilistic cues. xi always encouraged me with their enduring  ...  Because of them, I start to have a better appreciation for life.  ...  The use of such strategies should be practically prohibited in a complex and dynamic environment.  ... 
doi:10.1016/j.ergon.2006.01.012 fatcat:yuviytbbcvch5nvqtlgldunxnm

Jaka etyka społeczna? Rozważania na kanwie poglądów etyczno-politycznych Isaiaha Berlina i Leszka Kołakowskiego

Anna Fligel
2017 Rocznik Filozoficzno-Społeczny Civitas Hominibus  
Therefore, in this paper we present a comparison of the situation of refugees in partner countries, as well as the strategies and policies addressed to them, using a data triangulation method.  ...  Please note that in accordance with the Press Statement, Evaluation of activity of the General Inspectorate for Immigration in 2015, February 18th 2016, we had a total number of 1,547 asylum requests.  ...  Foreign policy is created in a complementary way and is processual and dynamic in time.  ... 
doi:10.25312/2391-5145.12/2017_15-29 fatcat:hnuss7xwrredflonsi26hjwbri

Political and Socio-Economic Obstacles to Implementation the Convention on Rights of Child in Central African Republic

First Moga
2013 IOSR Journal of Humanities and Social Science  
Our research aims at drawing attentions on the need to promote child's rights in all the country as the key to prevent violation.  ...  Consequently the study gives suggestions to those dealing with child labor, to institutions of justice for child, and then emphasizes the need to sensitize populations on the importance of protecting and  ...  Many evaluative studies were made an impact on new technology in transforming Indian Agriculture.  ... 
doi:10.9790/0837-1650105 fatcat:7lhq34lhirgwfodjue5snj5rgu

Deconstruction of Natural Order. The Legacy of the Russian Revolution

Joachim Diec
It may be helpful to evaluate how well the tool performs its methodological function within an analysis.  ...  addressing socio-economic problems at the regional and local level (comp.  ...  In introducing a variety of social and political factors that influenced the revolution, they concentrate on the change of living conditions, rules of behavior, social norms, anomie, attenuation of the  ... 
doi:10.6084/m9.figshare.14420486.v1 fatcat:ol6ooxvuerdxtffnjuzcxeq4wy

Tourism in Southeast Asia: Challenges and New Directions

Francis Khek Gee Lim
2012 Asia Pacific Journal of Anthropology  
by Michael Hitchcock in our 1993 volume.  ...  A joint venture between the US-based environmental organ iza tion, The Nature Conservancy, and an Indonesian tourism operator is intended to halt resource  ...  Chon's Tourism in Southeast Asia: A New Direction (2000) because its title suggests precisely that it is addressing new issues and material on tourism in the region and charts a way forward in tourism  ... 
doi:10.1080/14442213.2012.645795 fatcat:pmhn7fdmcncipdvuu4a54cjak4

Parks, peace, and partnership: global initiatives in transboundary conservation

2013 ChoiceReviews  
As a professor in the program, he teaches courses concerning the implementation of science into policy with a focus on biodiversity, forests, and climate change, drawing on his experience as a lawyer and  ...  a biologist.  ...  C APACIT Y DEVELOPMENT IN GLTP AREA OF MOZ A MBIQUE The GLTP is a new opportunity that creates a socioeconomic dynamic that generates interest from the stakeholders.  ... 
doi:10.5860/choice.50-6149 fatcat:kvctyxq765h6ddgcmufqdnsm3y

A Unified Hybrid Evolutionary Multi-Objective Optimization Algorithm for Decision Making [article]

Xiufeng Peng, University Of Calgary, University Of Calgary, Reda Elhajj
Evolutionary algorithms, also known as genetic algorithms, are well suited to address the multiplicity of objectives in solutions in its search procedure and therefore used for solving multi-objective  ...  Furthermore. real-world situations often require the Pareto-set to be obtained in a timely and efficient manner for decision makers, and subject expertise is required to be incorporated in the initialization  ...  Reda Alhajj, for his time, care, encouragement and supervision, especially during the difficult and stressful times during my study. The research would not be possible without Dr.  ... 
doi:10.11575/prism/5368 fatcat:2kpmiwstozgavjjp2wnltw35cy

Intangible Heritage and Tourism Development at the Tsodilo World Heritage Site

Rachel F. Giraudo
2012 Azania  
In addressing my methodological approaches, I also explain their connection to the theoretical frameworks I broach in my research analyses.  ...  For example, Mogae stated, "how can you have a Stone Age creature continue to exist in the age of computers?  ...  In this appendix, I discuss how a feminist methodology approach-one that is collaborative, community-based, and useful to the people with whom I work-resulted in an intangible heritage and memory mapping  ... 
doi:10.1080/0067270x.2011.647953 fatcat:pj6yf3dterf2tg6tbeiojptche

Research and Science Today No. 1(5)/2013

Flavius Marcau, Elena Adam, Elena Triscas, Raluca-Maria Nicoara, Ruben Ioan Ivan, Paul Duta, Ioan Panait, Viorella Manolache, Alin Andronache, Andreea Trandafir, Anda Taropa-Iacob, Andreea-Emilia Duta (+20 others)
2013 Social Science Research Network  
, "New Dynamism of Yugoslav Foreign Policy", Review of International Affairs, vol.  ...  The new vision presents the army as a community with its own dynamics. And so R. MacMullen sees the legion as a society and not just as a fighting machine 21 . However, B.  ...  The Journal is a training means of the factors involved in the conceptualization, development, implementation and evaluation , aiming the formation of creative personalities who could be able to adapt  ... 
doi:10.2139/ssrn.2245816 fatcat:7q63qqphwzca7peb4bpfwf2hea
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