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Interactive Decision Support for Multiobjective COTS Selection

Thomas Neubauer, Christian Stummer
2007 2007 40th Annual Hawaii International Conference on System Sciences (HICSS'07)  
This paper introduces a decision support approach that more properly addresses that challenge.  ...  Obviously, selecting the "best" combination of commercial off-the-shelf (COTS) components plays a critical role in CBSE.  ...  The second approach for interactive decision support in multiobjective COTS selection differs from the first one insofar as the decision maker in each of several iterations chooses his/her favorite candidate  ... 
doi:10.1109/hicss.2007.283 dblp:conf/hicss/NeubauerS07 fatcat:umeutcxrwva6hg24655dpt2cje

Players' selection for basketball teams, through Performance Index Rating, using multiobjective evolutionary algorithms

Miguel Ángel Pérez-Toledano, Francisco J. Rodriguez, Javier García-Rubio, Sergio José Ibañez, Yong-Hong Kuo
2019 PLoS ONE  
In any sport the selection of players for a team is fundamental for its subsequent performance.  ...  The purpose of this article was to objectively select the players for a basketball team using an evolutionary algorithm, the Non-dominated Sorting Genetic Algorithm II (NSGA-II) that uses stochastic search  ...  (Ministry of Science, Innovation and Universities, RTI2018-094591-B-I00) with the contribution of the European Union from the European Funds for Regional Development (FEDER).  ... 
doi:10.1371/journal.pone.0221258 pmid:31483835 pmcid:PMC6726145 fatcat:5nyqz4v3ivf6hdsletuabhbuum

Choosing Component Origins for Software Intensive Systems: In-House, COTS, OSS or Outsourcing?—A Case Survey

Kai Petersen, Deepika Badampudi, Syed Muhammad Ali Shah, Krzysztof Wnuk, Tony Gorschek, Efi Papatheocharous, Jakob Axelsson, Severine Sentilles, Ivica Crnkovic, Antonio Cicchetti
2018 IEEE Transactions on Software Engineering  
Furthermore, the need for decision support is emphasized due to the low number of cases where the decision made was perceived as positive.  ...  More than two decision criteria are frequently considered, which has to be taken into account when supporting sourcing decisions.  ...  [28] and three COTS selection methods (Comparative evaluation process, COTS-based requirements engineering and framework of COTS selection) were compared by Wanyama and Far [29] .  ... 
doi:10.1109/tse.2017.2677909 fatcat:r7ps3ctkhnc5po667dljrw2rxu

Component Selection for Component Based Software Engineering

Arvinder Kaur, Kulvinder Singh Mann
2010 International Journal of Computer Applications  
The approach used for selecting the component is a part of OTSO method that has been developed for reusable component selection process.  ...  Component selection is not an easy task in Component Based Software Engineering .and it is very difficult to select component for CBSE.  ...  approaches for optimization problems.There are several ways to deal with a multiobjective optimization problem.  ... 
doi:10.5120/604-854 fatcat:6hjm7lmxorfu7pb4l2jegctlsy

The Effects of Relative Importance of User Constraints in Cloud of Things Resource Discovery: A Case Study [article]

Luiz H. Nunes, Julio C. Estrella, Alexandre C. B. Delbem, Charith Perera, Stephan Reiff-Marganiec
2016 arXiv   pre-print
In this paper, we analyse the behaviour of the SAW, TOPSIS and VIKOR multi-objective decision analyses algorithms and the impact of user constraints on them.  ...  Most of the existent work uses some kind of multi-criteria decision analysis algorithm to perform the resource discovery, but do not evaluate the impact that the user constraints has in the final solution  ...  The paper is organized as follows: Section 2 presents a literature review of resource discovery for CoT. Section 3 describes the analysed Multiple-criteria decision-making algorithms.  ... 
arXiv:1611.05170v1 fatcat:owytvrzymzetjpijzsu7xphtc4

Mass Simulations Based Design Approach and its Environment [chapter]

Satoshi Miyata, Keiji Kudo, Takehiko Kato, Tomoyuki Hiroyasu, Mitsunori Miki, Jiro Kamiura, Hiroyuki Hiroyasu, Masashi Uchiyama, Mihoko Fukumoto
2003 Parallel Computational Fluid Dynamics 2002  
Then multi-optimization problem and genetic algorithms are discussed for decision making problem.  ...  It enables designer to investigate his problem with wide parameter ranges considering those interactions easily and quickly.  ...  Massive approaches supports designer's better decisions and choices.  ... 
doi:10.1016/b978-044450680-1/50063-2 fatcat:n77ektnfcrfx3h3qgajdx4jkkq

Incorporating cost modeling in embedded-system design

J.A. Debardelaben, V.K. Madisetti, A.J. Gadient
1997 IEEE Design & Test of Computers  
wireless applications as growth leaders has created an increased demand for embedded systems.  ...  For example, the complexity of embedded avionics systems has quickly grown from millions to billions of operations per second.  ...  Acknowledgments DARPA's RASSP program under contract F33615-94-C-1493, 1994-1997, partially supported the research described here.  ... 
doi:10.1109/54.605989 fatcat:jjaagohbu5gjvosgit5b2oxr7y

A Multiple Criteria Decision Analysis (MCDA) Software Selection Framework

Yan Li, Manoj A. Thomas
2014 2014 47th Hawaii International Conference on System Sciences  
A comprehensive set of MCDA methods meta-data for software selection is identified and demonstrated using the example of a specific DMS.  ...  To address the issue of the missing methodological approach in MCDA software selection, especially the mismatch between the decision making situation (DMS) structuring and the preference structuring employed  ...  First, the framework proposed is the first attempt to address the need for decision support in the MCDA software selection process, which can be integrated with a DSS.  ... 
doi:10.1109/hicss.2014.141 dblp:conf/hicss/LiT14 fatcat:uujt3ijudreztefld3hpypxe7y

Interactive selection of Web services under multiple objectives

Thomas Neubauer, Christian Stummer
2009 Journal of Special Topics in Information Technology and Management  
It turns out that the decision support system assists decision makers in identifying investments that more precisely target their company's business needs by allowing them to interactively determine and  ...  This paper introduces a new decision support approach that more properly addresses these challenges.  ...  While this paper focuses on interactive decision support in the selection phase, a considerable body of literature deals with related issues.  ... 
doi:10.1007/s10799-009-0058-1 fatcat:s4tlbgyg5bh3fi4pwtbjynyqae

MCDM Techniques Selection Approaches: State of the Art

E. Kornyshova, C. Salinesi
2007 2007 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making  
This paper presents a state of the art of the existing approaches for selecting MCDM techniques.  ...  The state of the art has two outcomes: a comparative analysis of the presented approaches, and a collection of requirements for a "good" selection approach.  ...  For Salinesi et al. [7] this parameter means two characteristics: notation (textual explanation, mathematical formula, function), and tool to indicate if a COTS is available to support the method.  ... 
doi:10.1109/mcdm.2007.369412 dblp:conf/cimcdm/KornyshovaS07 fatcat:qbo5lmop3jb4bndmowdctdssva

Evolutionary algorithms in control systems engineering: a survey

P.J Fleming, R.C Purshouse
2002 Control Engineering Practice  
The important role of EAs in multiobjective optimisation is highlighted. Evolutionary advances in adaptive control and multidisciplinary design are predicted.  ...  Evolutionary algorithms (EAs) permit flexible representation of decision variables and performance evaluation and are robust to difficult search environments, leading to their widespread uptake in the  ...  A second key area for future development is the field of multiobjective optimisation and decision support. The MOEA embodies an exciting opportunity to realise the full potential of the EA concept.  ... 
doi:10.1016/s0967-0661(02)00081-3 fatcat:k6ij4y55bvbntfu5rpqpaizyni

Bi-Level, Multi –Level Multiple Criteria Decision Making And Topsis Approach-Theory, Applications And Software: A Literature Review (2005-2015

Tarek H. M. Abou-El-Enien, Shereen Fathy El-Feky
2015 Zenodo  
This paper presents a literature review on the theory, applications and software of Bi-level, Multi –Level Multiple Criteria Decision Making and TOPSIS (Technique for Order Preference by Similarity Ideal  ...  [71] , models the COTS (commercial off-the-shelf) evaluation problem as an MCDM problem and proposes a five-phase COTS selection model, combining the technique of ANP (analytic network process) and modified  ...  [86] , develop an integrated Multi-Criteria Decision Model (MCDM) that supports recycling partners.  ... 
doi:10.5281/zenodo.32246 fatcat:25pt5pk7wvc5vmfwo7y2x6ulci

RF-Gait: Gait-Based Person Identification with COTS RFID

Shang Jiang, Jianguo Jiang, Siye Wang, Yanfang Zhang, Yue Feng, Ziwen Cao, Yi Liu, Yinghui Ye
2022 Wireless Communications and Mobile Computing  
By developing a support vector machine model, we identify a person via the intrinsic walking pattern.  ...  In this paper, we propose RF-Gait, a method that identifies a person through unobtrusive gait perception with COTS RFID.  ...  Acknowledgments This work was financially supported by the Strategic Priority Research Program of the Chinese Academy of Sciences (Grant no. XDC02040300).  ... 
doi:10.1155/2022/3638436 fatcat:naownzkgznfhlgpvibnfoj5soi

Search-based software engineering

Mark Harman, S. Afshin Mansouri, Yuanyuan Zhang
2012 ACM Computing Surveys  
The interest in SBO for SE has led to an increased interest in other forms of optimization for SE that are not necessarily directly based on a 'search'.  ...  Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage  ...  [Cortellessa et al. 2006 described an optimization framework to provide decision support for Code Off The Shelf (COTS) and in-house components selection.  ... 
doi:10.1145/2379776.2379787 fatcat:m4elb2acwvfdjaifqdcjftgksq

An integrated and adaptive decision-support framework for high-tech manufacturing and service networks

P Lendermann, S J Turner, M Y H Low, B P Gan, N Julka, L P Chan, W T Cai, L H Lee, E P Chew, S Y Teng, L F McGinnis
2007 Journal of Simulation  
decision support components and physical systems, and simulation speed-up through multi-objective optimal computing budget allocation techniques on a grid infrastructure.  ...  In the pilot phase of this programme, research issues were also addressed with regard to mechanisms for interoperation between commercial simulation packages, symbiotic interaction between simulation-based  ...  The authors would also like to thank the following collaborators for their contributions and advice to make this work a success: Associate Professor Ek Peng Chew, Associate Professor I.A.  ... 
doi:10.1057/palgrave.jos.4250016 fatcat:kne7vhsgg5anjl22qbgzhqhdca
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