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Tytuł:
On type-2 m-topological spaces
Autorzy:
Nazmul, Sk.
Powiązania:
https://bibliotekanauki.pl/articles/744630.pdf
Data publikacji:
2017-12-01
Wydawca:
Uniwersytet Pedagogiczny im. Komisji Edukacji Narodowej w Krakowie
Tematy:
Multi sets
multi topologies
multi subspace
m2-topologies
mgp-maps
Opis:
In the present paper, we define a notion of an m2-topological space by introducing a count of openness of a multiset (mset in short) and study the properties of m2-subspaces, mgp-maps etc. Decomposition theorems involving m-topologies and m2-topologies are established. The behaviour of the functional image and functional preimage of an m2-topologies, the continuity of the identity mapping and a constant mapping in m2-topologies are also examined.
Źródło:
Annales Universitatis Paedagogicae Cracoviensis. Studia Mathematica; 2017, 16
2300-133X
Pojawia się w:
Annales Universitatis Paedagogicae Cracoviensis. Studia Mathematica
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Multiparameter approximation model of temperature conditions of marine diiesel generator sets, based on Markov chain Monte Carlo
Autorzy:
Myrhorod, V.
Hvozdeva, I.
Budashko, V.
Powiązania:
https://bibliotekanauki.pl/articles/24201416.pdf
Data publikacji:
2022
Wydawca:
Uniwersytet Morski w Gdyni. Wydział Nawigacyjny
Tematy:
marine diesel engine
Markov chain Monte Carlo
temperature condition
multi-parameter approximation model
marine diesel generator
markov model
diagnostics
technical diagnostics
Opis:
In the article we propose a multi-parameter approximation model, based on Markov chain Monte Carlo, which describes the relationship between the temperature regime, operating conditions and electromechanical parameters of marine diesel generator sets. The approximation model is constructed on the basis of the analysis of experimental data of the exhaust gases temperature of marine diesel generator sets in their long-term operation. As a statistical model of random processes of temperature deviations from the approximation model, a Markov process model is proposed that takes into account the possible correlation of the initial data. Since the measuring channels of modern diagnostic systems are digital, due to discretization in time and level, the studied processes form a Markov chain, which makes it possible to establish the important features of such processes. The use of approximation models ensures the stationarity conditions and the correctness of the proposed Markov model in the conditions of multi-mode operation of marine diesel generator sets. The proposed multi-parameter approximation model, based on Markov chain Monte Carlo, allows you to take into account random perturbations that lead to a random change in the output coordinates of the diagnostic object. The proposed improvement of the model makes it possible to ensure its adequacy to real processes of changing the parameters of the temperature regimes of marine diesel generator sets. The proposed multi-parameter approximation model, based on Markov chain Monte Carlo, can be used in the systems of technical diagnostics of marine diesel generator sets in order to increase the reliability of diagnostic conclusions.
Źródło:
TransNav : International Journal on Marine Navigation and Safety of Sea Transportation; 2022, 16, 4; 779--784
2083-6473
2083-6481
Pojawia się w:
TransNav : International Journal on Marine Navigation and Safety of Sea Transportation
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
The multi-criteria approach to project selection based on the fuzzy sets theory
Autorzy:
Łapuńka, I.
Powiązania:
https://bibliotekanauki.pl/articles/409592.pdf
Data publikacji:
2012
Wydawca:
Politechnika Poznańska. Wydawnictwo Politechniki Poznańskiej
Tematy:
multi-criteria evaluation
fuzzy sets theory
project selection
Opis:
This paper describes an approach to multi-criteria evaluation of project variants based on the fuzzy set theory. The multi-criteria evaluation based on the criteria proposed by experts or decision-makers in the planning phase, during which it is critical to document the tasks to be completed in a project schedule. Fuzzy sets theory transforms criterion indicators into variants fuzzy partial evaluations by means of transformation functions. The method facilitates comparison of different values by transformation to the fuzzy numbers from the range of „´0, 1„Ä.The presented approach offers support for the decision makers in making various kinds of decisions, in all situations when we may determine an evaluation criteria set. Moreover, it takes into consideration versatility of criteria, their hierarchy and expertsˇŚ uncertainty; at the same time it is efficient and quite simple to be implemented in real decision problems.
Źródło:
Research in Logistics & Production; 2012, 2, 2; 193-203
2083-4942
2083-4950
Pojawia się w:
Research in Logistics & Production
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Relative Sets and Rough Sets
Autorzy:
Mousavi, A.
Jabedar-Maralani, P.
Powiązania:
https://bibliotekanauki.pl/articles/908368.pdf
Data publikacji:
2001
Wydawca:
Uniwersytet Zielonogórski. Oficyna Wydawnicza
Tematy:
teoria mnogości
analiza danych
przedstawienie wiedzy
rough sets
set theory
data analysis
multi-valued logic
interval sets
knowledge representation
Opis:
In this paper, by defining a pair of classical sets as a relative set, an extension of the classical set algebra which is a counterpart of Belnap's four-valued logic is achieved. Every relative set partitions all objects into four distinct regions corresponding to four truth-values of Belnap's logic. Like truth-values of Belnap's logic, relative sets have two orderings; one is an order of inclusion and the other is an order of knowledge or information. By defining a rough set as a pair of definable sets, an integrated approach to relative sets and rough sets is obtained. With this definition, we are able to define an approximation of a rough set in an approximation space, and so we can obtain sequential approximations of a set, which is a good model of communication among agents.
Źródło:
International Journal of Applied Mathematics and Computer Science; 2001, 11, 3; 637-653
1641-876X
2083-8492
Pojawia się w:
International Journal of Applied Mathematics and Computer Science
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Use of Transformer Multi-Level Inverters in Parallel Operation of Marine Generating Sets with PMSG
Autorzy:
Tarnapowicz, D.
Powiązania:
https://bibliotekanauki.pl/articles/2064957.pdf
Data publikacji:
2018
Wydawca:
STE GROUP
Tematy:
generating sets with PMSG
transformer multi-level inverters
distribution of active powers
distribution of reactive powers
Opis:
The increase of energy efficiency in autonomous marine generating sets improves the overall efficiency of the ship’s propulsion. One of the methods to increase the efficiency of generating sets is the use of synchronous machines with permanent magnets in sets as generators (PMSG). The use of PMSG in connected with the need to install power converters in order to maintain constant parameters of the supply voltage and the possibility of reactive power’s distribution between generating sets that work in parallel. The article presents the possibility of using transformer multi-level inverters in parallel operation of marine generating sets with PMSG. On the basis of the results of simulation tests, the theoretical assumptions for the possibilities of active and passive power adjustment in the parallel operation of generating sets were confirmed.
Źródło:
Multidisciplinary Aspects of Production Engineering; 2018, 1, 1; 3--9
2545-2827
Pojawia się w:
Multidisciplinary Aspects of Production Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Communication among agents: a set theoretic approach
Autorzy:
Mousavi, Amin
Jabedar-Maralani, Parviz
Powiązania:
https://bibliotekanauki.pl/articles/2012710.pdf
Data publikacji:
2003
Wydawca:
Politechnika Gdańska
Tematy:
computing with words
granular computing
fuzzy sets
rough sets
multi-valued logic
Opis:
This paper uses the notion of relative sets in relation to fuzzy set theory to provide a mathematical framework to analyze communication among agents. Each relative set partitions all objects into four distinct regions corresponding to four truth-values of Belnap’s logic. Two orderings on relative sets are considered; one is an extension of the classical set inclusion ordering while the other is a new ordering of knowledge or information. According to these orderings, we can divide set theoretic problems into two major categories: reasoning problems and communicating problems. In the first category, an agent tries to extract a sound decision through granular reasoning. In this case, a granule represents a concept or a word. In the second category, each granule relates to an agent, and the problem is to compare agents’ knowledge about concepts by their related granules, e.g. a knowledge reduction problem. Then, we concentrate on the second category of problems and try to investigate this kind of problems in the context of fuzzy set theory. In this way, we could provide a basis for modeling and analyzing the relations among machines, which could communicate with each other using words and granules.
Źródło:
TASK Quarterly. Scientific Bulletin of Academic Computer Centre in Gdansk; 2003, 7, 1; 53-64
1428-6394
Pojawia się w:
TASK Quarterly. Scientific Bulletin of Academic Computer Centre in Gdansk
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Multi - criteria decision making using fuzzy preference relations
Autorzy:
Borzęcka, H.
Powiązania:
https://bibliotekanauki.pl/articles/406292.pdf
Data publikacji:
2012
Wydawca:
Politechnika Wrocławska. Oficyna Wydawnicza Politechniki Wrocławskiej
Tematy:
fuzzy sets
optimization
Pareto-optimal set
Opis:
When dealing with multi-criteria decision making problems, the concept of Pareto-optimality and Pareto-dominance may be inefficient (e.g. generally multiple solutions exist), especially when there is a large number of criteria. Our paper considers the fuzzy multi-criteria decision making problem based on Zadeh’s linguistic approach to P-optimality and P-dominance. The construction, analysis and application of a model of multi-criteria decision making using a fuzzy preference relation are considered. The paper is dedicated to the problem of modeling preferences in terms of fuzzy binary relations and provides an introduction to the important problem of forming fuzzy preference relations to analyze models of multi-attribute decision making. The key features of the multi-criteria evaluation, comparison, choice and ordering of alternatives in a fuzzy environment using fuzzy preference relations have been introduced.
Źródło:
Operations Research and Decisions; 2012, 22, 3; 5-21
2081-8858
2391-6060
Pojawia się w:
Operations Research and Decisions
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Generation of reducts and rules in multi-attribute and multi-criteria classification
Autorzy:
Susmaga, R.
Słowiński, R.
Greco, S.
Matarazzo, B.
Powiązania:
https://bibliotekanauki.pl/articles/205913.pdf
Data publikacji:
2000
Wydawca:
Polska Akademia Nauk. Instytut Badań Systemowych PAN
Tematy:
decision rules
dominance relation
intelligent information systems
multi-attribute and multi-criteria classification
reducts of attributes and criteria
rough sets theory
Opis:
The paper addresses the problem of analysing information tables which contain objects described by both attributes and criteria, i.e. attributes with preference-ordered scales. The objects contained in those tables, representing exemplary decisions made by a decision maker or a domain expert, are usually classified into one of several classes that are also often preference-ordered. Analysis of such data using the classic rough set methodology may produce improper results, as the original rough set approach is not able to discover inconsistencies originating from consideration of typical criteria, like e.g. product quality, market share or debt ratio. The paper presents the framework for the analysis of both attributes and criteria and a very promising algorithm for generating reducts. The algorithm presented is evaluated in an experiment with real-life data sets and its results are compared to those by two other reduct generating algorithms.
Źródło:
Control and Cybernetics; 2000, 29, 4; 969-988
0324-8569
Pojawia się w:
Control and Cybernetics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Evolutionary sets of cooperating ship trajectories : COLREGS compliance
Autorzy:
Szłapczyńska, J.
Szłapczyński, R.
Powiązania:
https://bibliotekanauki.pl/articles/2069662.pdf
Data publikacji:
2010
Wydawca:
Uniwersytet Morski w Gdyni. Polskie Towarzystwo Bezpieczeństwa i Niezawodności
Tematy:
evolutionary algorithms
multi-ship encounters
anti-collision
COLREGS
Opis:
The paper presents a newly designed improvement to the method of solving multi-ship encounter situations. In general, the method combines some of the assumptions of game theory with evolutionary programming and aims to find optimal set of cooperating trajectories of all ships involved in an encounter situation. The improvement presented here is a new way of modelling some of the COLREGS rules. Due to this change, the method is now able to find solutions, which are more compliant with COLREGS, more intuitive and consequently – safer from the navigator’s point of view.
Źródło:
Journal of Polish Safety and Reliability Association; 2010, 1, 1; 231--238
2084-5316
Pojawia się w:
Journal of Polish Safety and Reliability Association
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Software tools in didactics of mathematics
Autorzy:
Dudzińska-Baryła, Renata
Kopańska-Bródka, Donata
Michalska, Ewa
Powiązania:
https://bibliotekanauki.pl/articles/421290.pdf
Data publikacji:
2015
Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Tematy:
visualisations
GeoGebra
multi-objective programming
fuzzy sets
derivative
Opis:
The use of software tools in the teaching process allows us to enrich the traditional methods. Graphics and animation complement the text and create positive associations related to the presented content. Recent research shows that using the visual methods in teaching leads to better scores obtained by students. The aim of the paper is to present the dynamic visualisations of selected concepts taught in mathematics and other “quantitative” subjects at university. Our dynamic visualisations can be used during lectures to help students to better understand difficult ideas and dependencies, for example the derivate of a function, the concept of fuzzy sets and the operations on these sets as well as the concept of the best solution in multi-objective programming problems. Visualisations of these issues are prepared in GeoGebra, which combines algebra and geometry and allows for the dynamic visualisation of concepts with a mathematical background.
Źródło:
Didactics of Mathematics; 2015, 12(16); 35-46
1733-7941
Pojawia się w:
Didactics of Mathematics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Spaces of upper semicontinuous multi-valued functions on complete metric spaces
Autorzy:
Sakai, Katsuro
Uehara, Shigenori
Powiązania:
https://bibliotekanauki.pl/articles/1205236.pdf
Data publikacji:
1999
Wydawca:
Polska Akademia Nauk. Instytut Matematyczny PAN
Tematy:
space of upper semicontinuous multi-valued functions,
hyperspace of non-empty closed sets,
Hausdorff metric,
Hilbert space,
uniformly locally connected
Opis:
Let X = (X,d) be a metric space and let the product space X × ℝ be endowed with the metric ϱ ((x,t),(x',t')) = max{d(x,x'), |t - t'|}. We denote by $USCC_B(X)$ the space of bounded upper semicontinuous multi-valued functions φ : X → ℝ such that each φ(x) is a closed interval. We identify $φ ∈ USCC_B(X)$ with its graph which is a closed subset of X × ℝ. The space $USCC_B(X)$ admits the Hausdorff metric induced by ϱ. It is proved that if X = (X,d) is uniformly locally connected, non-compact and complete, then $USCC_B(X)$ is homeomorphic to a non-separable Hilbert space. In case X is separable, it is homeomorphic to $ℓ_2(2^ℕ)$.
Źródło:
Fundamenta Mathematicae; 1999, 160, 3; 199-218
0016-2736
Pojawia się w:
Fundamenta Mathematicae
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Optimization Of Multi-Module CrN/CrCN Coatings
Optymalizacja wielomodułowych powłok CrN/CrCN
Autorzy:
Szparaga, Ł.
Bartosik, P.
Gilewicz, A.
Ratajski, J.
Powiązania:
https://bibliotekanauki.pl/articles/353651.pdf
Data publikacji:
2015
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
multi-module coatings
optimization
Pareto sets
internal stress
powłoki wielomodułowe
optymalizacja
rozwiązania Pareto-optymalne
naprężenia wewnętrzne
Opis:
In the paper was proposed optimization procedure supporting the prototyping of the geometry of multi-module CrN/CrCN coatings, deposited on substrates from 42CrMo4 steel, in respect of mechanical properties. Adopted decision criteria were the functions of the state of internal stress and strain in the coating and substrate, caused by external mechanical loads. Using developed optimization procedure the set of optimal solutions (Pareto-optimal solutions) of coatings geometry parameters, due to the adopted decision criteria was obtained. For the purposes of analysis of obtained Pareto-optimal solutions, their mutual distance in the space of criteria and decision variables were calculated, which allowed to group solutions in the classes. Also analyzed the number of direct neighbors of Pareto-optimal solutions for the purposes of assessing the stability of solutions.
W pracy została zaproponowana procedura optymalizacyjna wspomagająca dobór geometrii wielomodułowych powłok CrN/CrCN, osadzonych na podłożu ze stali 42CrMo4, pod kątem właściwości mechanicznych. Przyjęte kryteria decyzyjne były funkcjami stanu naprężeń oraz odkształceń wewnętrznych w powłoce i podłożu, powstałych na skutek mechanicznych obciążeń zewnętrznych. Wykorzystując opracowaną procedurę uzyskano zbiór optymalnych wartości parametrów geometrii powłok (rozwiązania Pareto-optymalne), ze względu na przyjęte kryteria decyzyjne. Do celów analizy otrzymanych rozwiązań określono ich wzajemne odległości w przestrzeni kryteriów i zmiennych decyzyjnych, co umożliwiło pogrupowanie rozwiązań w klasy. Analizowano również liczbę bezpośrednich sąsiadów rozwiązań Pareto-optymalnych w celach oceny stabilności rozwiązań.
Źródło:
Archives of Metallurgy and Materials; 2015, 60, 2A; 1037-1043
1733-3490
Pojawia się w:
Archives of Metallurgy and Materials
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Multi-criteria simulation model for determining dengue outbreaks
Autorzy:
Jakubowski, Piotr
Erandi, Hasitha
Mahasinghe, Anuradha
Perera, Sanjeewa
Ameljańczyk, Andrzej
Powiązania:
https://bibliotekanauki.pl/articles/1839259.pdf
Data publikacji:
2020
Wydawca:
Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie. Wydawnictwo AGH
Tematy:
climate data
mobility
fuzzy sets
Pareto optimization
Opis:
In this study, we develop a multi-criteria model to identify dengue outbreak periods. To validate the model, we performed a simulation using dengue transmission-related data in Sri Lanka’s Western Province. Our results indicated that the developed model can be used to predict a dengue outbreak situation in a given region up to one month in advance.
Źródło:
Computer Science; 2020, 21 (3); 353-370
1508-2806
2300-7036
Pojawia się w:
Computer Science
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Verified methods for computing Pareto sets: General algorithmic analysis
Autorzy:
G.-Tóth, B.
Kreinovich, V.
Powiązania:
https://bibliotekanauki.pl/articles/930124.pdf
Data publikacji:
2009
Wydawca:
Uniwersytet Zielonogórski. Oficyna Wydawnicza
Tematy:
optymalizacja wielocelowa
zbiór Pareto
multi-objective optimisation
Pareto set
verified computing
Opis:
In many engineering problems, we face multi-objective optimization, with several objective functions f1, . . . , fn. We want to provide the user with the Pareto set-a set of all possible solutions x which cannot be improved in all categories (i.e., for which fj (x') fj (x) for all j and fj(x') > fj(x) for some j is impossible). The user should be able to select an appropriate trade-off between, say, cost and durability. We extend the general results about (verified) algorithmic computability of maxima locations to show that Pareto sets can also be computed.
Źródło:
International Journal of Applied Mathematics and Computer Science; 2009, 19, 3; 369-380
1641-876X
2083-8492
Pojawia się w:
International Journal of Applied Mathematics and Computer Science
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
A novel multiple attribute decision making method based on q-rung dual hesitant uncertain linguistic sets and Muirhead mean
Autorzy:
Wang, Jun
Shang, Xiaopu
Feng, Xue
Sun, Mengyang
Powiązania:
https://bibliotekanauki.pl/articles/229622.pdf
Data publikacji:
2020
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
q-rung dual hesitant uncertain linguistic sets
Muirhead mean
q-rung dual hesitant uncertain linguistic Muirhead mean
multi-attribute decision making
informatization level evaluation
Opis:
This paper aims to propose a new multi-attribute decision making (MADM) method in complicated and fuzzy decision-making environment. To express both decision makers (DMs’) quantitative and qualitative evaluation information comprehensively and consider their high hesitancy in giving their assessment values in MADM process, we combine q-rung dual hesitant fuzzy sets (q-RDHFSs) with uncertain linguistic variables and develop a new tool, called the q-rung dual hesitant uncertain linguistic sets (q-RDHULSs). First, the definition, operations and comparison method of q-RDHULSs are proposed. Second, given the interrelationship among multiple q-rung dual hesitant uncertain linguistic variables (q-RDHULVs) we introduce some aggregation operators (AOs) to fuse q-rung dual hesitant uncertain linguistic (q-RDHUL) information based on the Muirhead mean, i.e. the q-RDHUL Muirhead mean operator, the q-RDHUL weighted Muirhead mean operator, the q-RDHUL dual Muirhead mean operator, and the q-RDHUL weighted dual Muirhead mean operator. To cope with MADM problems with q-RDHUL information, we propose a new method based on the proposed AOs. Afterwards, we apply the proposed method to an enterprise informatization level evaluation problem to verify its effectiveness. In addition, we also explain why our proposed method is more powerful and flexible than others.
Źródło:
Archives of Control Sciences; 2020, 30, 2; 233-272
1230-2384
Pojawia się w:
Archives of Control Sciences
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Multi-attribute decision-making based on q-rung dual hesitant power dual Maclaurin symmetric mean operator and a new ranking method
Autorzy:
Li, Li
Wang, Jun
Ji, Chunliang
Powiązania:
https://bibliotekanauki.pl/articles/2175106.pdf
Data publikacji:
2022
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
q-rung dual hesitant fuzzy sets
power geometric
dual Maclaurin symmetric mean
power dual Maclaurin symmetric mean
multi-attribute decision-making
Opis:
The ability of q-rung dual hesitant fuzzy sets (q-RDHFSs) in dealing with decision makers’ fuzzy evaluation information has received much attention. This main aim of this paper is to propose new aggregation operators of q-rung dual hesitant fuzzy elements and employ them in multi-attribute decision making (MADM). In order to do this, we first propose the power dual Maclaurin symmetric mean (PDMSM) operator by integrating the power geometric (PG) operator and the dual Maclaurin symmetric mean (DMSM). The PG operator can reduce or eliminate the negative influence of decision makers’ extreme evaluation values, making the final decision results more reasonable. The DMSM captures the interrelationship among multiple attributes. The PDMSM takes the advantages of both PG and DMSM and hence it is suitable and powerful to fuse decision information. Further, we extend the PDMSM operator to q-RDHFSs and propose q-rung dual hesitant fuzzy PDMSM operator and its weighted form. Properties of these operators are investigated. Afterwards, a new MADM method under q-RDHFSs is proposed on the basis on the new operators. Finally, the effectiveness of the new method is testified through numerical examples.
Źródło:
Archives of Control Sciences; 2022, 32, 3; 627--658
1230-2384
Pojawia się w:
Archives of Control Sciences
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Modelling uncertainties in multi-criteria decision making using distance measure and topsis for hesitant fuzzy sets
Autorzy:
Beg, I.
Rashid, T.
Powiązania:
https://bibliotekanauki.pl/articles/91646.pdf
Data publikacji:
2017
Wydawca:
Społeczna Akademia Nauk w Łodzi. Polskie Towarzystwo Sieci Neuronowych
Tematy:
uncertainty modelling
multiple criteria analysis
group decisions and negotiations
hesitant fuzzy set
TOPSIS
Opis:
A notion for distance between hesitant fuzzy data is given. Using this new distance notion, we propose the technique for order preference by similarity to ideal solution for hesitant fuzzy sets and a new approach in modelling uncertainties. An illustrative example is constructed to show the feasibility and practicality of the new method.
Źródło:
Journal of Artificial Intelligence and Soft Computing Research; 2017, 7, 2; 103-109
2083-2567
2449-6499
Pojawia się w:
Journal of Artificial Intelligence and Soft Computing Research
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Evolutionary algorithms and fuzzy sets for discovering temporal rules
Autorzy:
Matthews, S. G.
Gongora, M. A.
Hopgood, A. A.
Powiązania:
https://bibliotekanauki.pl/articles/330148.pdf
Data publikacji:
2013
Wydawca:
Uniwersytet Zielonogórski. Oficyna Wydawnicza
Tematy:
fuzzy association rules
temporal association rules
multi objective evolutionary algorithm
reguła asocjacji rozmytej
wieloobiektowy algorytm ewolucyjny
Opis:
A novel method is presented for mining fuzzy association rules that have a temporal pattern. Our proposed method contributes towards discovering temporal patterns that could otherwise be lost from defining the membership functions before the mining process. The novelty of this research lies in exploring the composition of fuzzy and temporal association rules, and using a multi-objective evolutionary algorithm combined with iterative rule learning to mine many rules. Temporal patterns are augmented into a dataset to analyse the method’s ability in a controlled experiment. It is shown that the method is capable of discovering temporal patterns, and the effect of Boolean itemset support on the efficacy of discovering temporal fuzzy association rules is presented.
Źródło:
International Journal of Applied Mathematics and Computer Science; 2013, 23, 4; 855-868
1641-876X
2083-8492
Pojawia się w:
International Journal of Applied Mathematics and Computer Science
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Zastosowanie łączonych modeli lokalnych w diagnostyce maszyn
Application of joined local models in the technical diagnostics
Autorzy:
Wojtusik, J.
Powiązania:
https://bibliotekanauki.pl/articles/327348.pdf
Data publikacji:
2004
Wydawca:
Polska Akademia Nauk. Polskie Towarzystwo Diagnostyki Technicznej PAN
Tematy:
modele lokalne
modele globalne
wielomodele
zbiory rozmyte
agregacja
local models
global models
multi-model
fuzzy sets
aggregation
Opis:
Współczesna diagnostyka techniczna stosująca model boryka się często ze zbyt dużym stopniem złożoności stosowanych modeli. Rozwiązania tego problemu, najczęściej stosowane dotychczas, polegały na upraszczaniu niektórych zależności modelu bądź świadomym pomijaniu niektórych wejść obiektu celem uproszczenia struktury modelu. W referacie przedstawiono odmienne podejście polegające na stosowaniu zbioru stosunkowo prostych modeli lokalnych w miejsce jednego złożonego modelu globalnego. Taki zbiór modeli lokalnych nazywany jest wielomodelem.
Nowadays technical diagnostics that applies a model struggles very often with a high-complexity degree of applying model. Solutions of that problem, applied most frequent so far, consisted in simplifying of some model relations or conscious omitting of some object inputs with the purpose of making a model structure simpler. In the paper, it is presented inflected approach that consists in application of a set of simply local models instead one complex global model. Such a set of local models is called multi-model.
Źródło:
Diagnostyka; 2004, 30, T. 2; 191-194
1641-6414
2449-5220
Pojawia się w:
Diagnostyka
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Fuzzy model of decision making process
Rozmyty model procesu podejmowania decyzji
Autorzy:
Pająk, M.
Powiązania:
https://bibliotekanauki.pl/articles/243961.pdf
Data publikacji:
2008
Wydawca:
Instytut Techniczny Wojsk Lotniczych
Tematy:
logika rozmyta
modelowanie rozmyte
zbiory rozmyte
proces podejmowania decyzji
analiza wielokryterialna
fuzzy logic
fuzzy modelling
fuzzy sets
decision making process
multi-objective analysis
Opis:
Z problemem podejmowania decyzji można spotkać się w wielu dziedzinach ludzkiej aktywności. Podjęcie optymalnej lub suboptymalnej decyzji leży u podstaw wszelkiej działalności zarówno naukowej jak i przemysłowej. Niestety algorytmy pozwalające na automatyzację procesu podejmowania decyzji opracowane są wyłącznie dla niewielkiej grupy problemów charakteryzujących się względna prostotą. Dla zagadnień bardziej złożonych ogólny algorytm podejmowania decyzji nie istnieje. Z tego powodu automatyzacja i komputeryzacja procesu podejmowania decyzji napotyka znaczące trudności. Należy jednak zauważyć, że eksperci z dziedziny problemu są w stanie podjąć decyzję nawet w przypadkach systemów złożonych. Podejmowane decyzje mimo, że wielokrotnie nieoptymalne, pozwalają na rozwiązywanie rzeczywistych problemów z wystarczającą efektywnością. Niestety decyzje podejmowane przez ekspertów posiadają pewne ograniczenia właściwe ludzkiemu rozumowaniu i percepcji ludzkich zmysłów. Dodatkowo jakość podejmowanych decyzji zależy od doświadczenia, wiedzy i dyspozycji eksperta. W celu uniezależnienia procesu podejmowania decyzji od zmiennych czynników ludzkich przydatnym byłoby stworzenie komputerowego systemu wspomagającego analizowany proces. Pierwszym i podstawowy krokiem do stworzenia takiego systemu jest przyjęcie modelu procesu podejmowania decyzji. W opracowaniu zaprezentowano model rozmyty rozważanego procesu. Dzięki zastosowaniu modelu tej klasy możliwe stało się uwzględnienie przybliżonego charakteru rozumowania przeprowadzanego w trakcie procesu. Zastosowanie stworzonego modelu umożliwiło opracowanie oprogramowania wspomagającego proces podejmowania decyzji.
The decision making process is one of the most important and complicated human activity. The process could be met during the analysis of different domains. Unfortunately, the algorithms of decision making are defined only for some kinds of the problems. In more complex and complicated cases the optimal and universal algorithm of decision making doesn't exists. All that reasons limits the possibility of decision making process computerisation. From the other hand the experts of the problem domain makes optimal or suboptimal decision. The quality of the decisions is high enough to drive sometimes very complicated systems with acceptable efficiency. So, it is possible to solve the problem of decision making using the human mind. But the human mind is limited for the number of input data point of view. Additionally the quality of decision depends on the experts' experience, knowledge and mood. Therefore the computerised system to support the decision making process is very wanted. The first step of the computerisation is the considered problem model creation. In the paper the fuzzy model of decision making process is presented. It enables to model the approximate character of the process. Implementation of the model makes the computerisation of the considered issue possible.
Źródło:
Journal of KONES; 2008, 15, 2; 319-328
1231-4005
2354-0133
Pojawia się w:
Journal of KONES
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Rough set based processing of inconsistent information in decision analysis
Autorzy:
Słowiński, R.
Stefanowski, J.
Greco, S.
Matarazzo, B.
Powiązania:
https://bibliotekanauki.pl/articles/206765.pdf
Data publikacji:
2000
Wydawca:
Polska Akademia Nauk. Instytut Badań Systemowych PAN
Tematy:
klasyfikacja
kombinatoryka
teoria decyzji
teoria gier
classification
decision analysis
knowledge based systems
multi-criteria decision analysis
rough sets
rule induction
Opis:
Inconsistent information is one of main difficulties in the explanation and recommendation tasks of decision analysis. We distinguish two kinds of such information inconsistencies : the first is related to indiscernibility of objects described by attributes defined in nominal or ordinal scales, and the other follows from violation of the dominance principle among attributes defined on preference ordered ordinal or cardinal scales, i.e. among criteria. In this paper we discuss how these two kinds of inconsistencies are handled by a new approach based on the rough sets theory. Combination of this theory with inductive learning techniques leads to generation of decision rules from rough approximations of decision classes. Particular attention is paid to numerical attribute scales and preference-ordered scales of criteria, and their influence on the syntax of induced decision rules.
Źródło:
Control and Cybernetics; 2000, 29, 1; 379-404
0324-8569
Pojawia się w:
Control and Cybernetics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Identyfikacja ekspertowego modelu decyzyjnego w problemach wielokryterialnych z zastosowaniem metody obiektów charakterystycznych
Identification of an expert decision-making model to solving multi-criteria problems using the characteristic objects method
Autorzy:
Sałabun, Wojciech
Powiązania:
https://bibliotekanauki.pl/articles/1367434.pdf
Data publikacji:
2015
Wydawca:
Uniwersytet Szczeciński. Wydawnictwo Naukowe Uniwersytetu Szczecińskiego
Tematy:
multi-criteria decision-making
fuzzy sets theory
rank reversal
COMET method
wielokryterialne wspomaganie procesu decyzyjnego
metoda obiektów charakterystycznych
teoria zbiorów rozmytych
zjawisko rank reversal
metoda COMET
Opis:
W artykule przedstawiono nowe podejście do rozwiązywania wielokryterialnych problemów decyzyjnych, polegające na identyfikacji ekspertowego modelu decyzyjnego w przestrzeni stanu problemu. Metoda obiektów charakterystycznych identyfikuje model decyzyjny z wykorzystaniem stałych punktów odniesienia oraz teorii zbiorów rozmytych. Metoda ta jest całkowicie odporna na zjawisko rank reversal, czyli odwracania rankingów przy dodaniu nowej alternatywy lub w momencie usunięcia alternatywy ze zbioru już rozpatrywanych obiektów. Za pomocą metody obiektów charakterystycznych identyfikowany jest model oceny ryzyka wystąpienia ataku serca u pacjenta w okresie najbliższych 10 lat, w celu lepszego zobrazowania działania metody COMET.
Ahe paper presents a new approach to solving Multi-criteria decision-making problems. The presented approach identifies an expert decision-making model in the state of the problem. The characteristic objects method identifies a model by using fuzzy set theory and characteristic objects as reference objects. This method is complete free of the rank reversal phenomenon. It means that if new alternatives are added or removed from alternatives set then rank existing order will be not changed. The characteristic objects method will be used to identify the multi-criteria model of 10-year risk of having a heart attack.
Źródło:
Zeszyty Naukowe. Studia Informatica; 2015, 38; 145-158
0867-1753
Pojawia się w:
Zeszyty Naukowe. Studia Informatica
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Comparison of joint sets orientation in the Lower Paleozoic shales exposed in Scania (SW Sweden) and concealed in N Poland : a multi-methodological approach
Autorzy:
Olkowicz, Marcin
Bobek, Kinga
Jarosiński, Marek
Pachytel, Radomir
Powiązania:
https://bibliotekanauki.pl/articles/2058695.pdf
Data publikacji:
2021
Wydawca:
Państwowy Instytut Geologiczny – Państwowy Instytut Badawczy
Tematy:
joint system
shale formations
Baltic Basin
photogrammetry
borehole scanner
Opis:
The Lower Paleozoic shales of SW Sweden and Eastern Pomerania (Poland) have a common history related to the depositional and tectonic evolution of the Baltic Basin. The major tectonic events are recorded, among others, as joints, which are either exposed in outcrops in SW Sweden or recognised in deep boreholes located in Pomerania. We present a comparison of the regional joint systems recognized by multiple methods in the studied region. In effect of a statistical compilation of measurements, five joint sets (named JS 1 to JS 5) were identified, traceable between Eastern Pomerania and SW Sweden. Our analysis showed a general consistency of joint set orientations, independent of their distance to the Tornquist tectonic zone passing through the study region. Three of the joint sets, JS 1 striking NNE, JS 2 striking WNW, and JS 3 striking NNW, are found to be the most frequent sets, occurring in most sites. Having more constant orientation, the JS 1 and JS 3 served as indicators of possible rotation of the tectonic block or stress field in the region. JS 1 and JS 2 are interpreted as an effect of late Carboniferous stress relaxation after Variscan collision, while JS 3 and the E–W striking JS 4 might be related to the Early Devonian Caledonian compressive stage.
Źródło:
Geological Quarterly; 2021, 65, 4; s. 258--275
1641-7291
Pojawia się w:
Geological Quarterly
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Using a Fuzzy Approach in Multi-Criteria Decision Making with Multiple Alternatives in Health Care
Autorzy:
Jakubczyk, Michał
Powiązania:
https://bibliotekanauki.pl/articles/578606.pdf
Data publikacji:
2015
Wydawca:
Uniwersytet Ekonomiczny w Katowicach
Tematy:
Efektywność kosztowa
Finansowanie ochrony zdrowia
Ochrona zdrowia
Technologia medyczna
Zbiory rozmyte
Cost effectiveness
Fuzzy sets
Health care financing
Health care protection
Medical technology
Opis:
One of the responsibilities of the health care sector regulator is to decide which health technologies (drugs, procedures, diagnostic tests, etc.) should be financed using public resources. That requires taking into account multiple criteria, of which two important ones are: cost and effectiveness of a technology (others being, e.g., prevalence, safety, ethical and social implications). Hence, health and wealth need to be traded off against each other, and hence the willingness-to-pay (WTP) has to be determined. Various approaches to setting WTP have been taken, yet the results differ substantially. In the present paper I claim that the proper approach is to treat WTP as a fuzzy concept (the decision maker may not be able to decidedly state that a given health-wealth trade-off coefficient is acceptable/unacceptable - an idea backed up by the survey presented in the paper). Previous research shows how this fuzzy approach can be embedded in defining the preference relation and pairwise comparisons. In the present paper I account for the fact that there are often more than two alternatives available. To avoid difficulties that might arise (e.g., incompleteness or intransitivity of preferences) I show how the fuzzy approach can be used to define a fuzzy choice function based on the axiomatic approach. Some properties are discussed (e.g., how the approach handles the dominance and extended dominance), and the directions of further research are hinted at.
Źródło:
Multiple Criteria Decision Making; 2015, 10; 65-81
2084-1531
Pojawia się w:
Multiple Criteria Decision Making
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
A Hilbert cube compactification of the space of retractions of the interval
Autorzy:
Uehara, Shigenori
Powiązania:
https://bibliotekanauki.pl/articles/966101.pdf
Data publikacji:
1998
Wydawca:
Polska Akademia Nauk. Instytut Matematyczny PAN
Tematy:
upper semi-continuous multi-valued function
the hyperspace of non-empty compact sets
the Hausdorff metric
the pseudo-interior
the Hilbert cube
The space of retractions
Źródło:
Colloquium Mathematicum; 1998, 78, 1; 119-122
0010-1354
Pojawia się w:
Colloquium Mathematicum
Dostawca treści:
Biblioteka Nauki
Artykuł
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