Search results for "Algoritmi"

Теория алгоритмов и программ. Выпуск 2

1975

Statistiskā arbitrāža globālos akciju tirgos

2016

Statistiska arbitrāža tiek plaši analizēta zinātniska literatūra, tomēr lielāka daļa no pētījumiem koncentrējas tika uz viena modeļa vai viena tirgū. Pētījuma mērķis ir ar ekonometriskām un statistiskām metodēm novērtēt statistiska arbitrāža ienesīgumu un optimālāko modeli Ķīnas, ASV, Eiropas, Korejas, Japānas un Brazīlijas akciju tirgos, kā arī pārbaudīt vai pastāv sakarība starp stratēģijas ienesīgumiem un tirgu efektivitātes līmeņiem. Stratēģijas simulācijas rezultāti liecina, ka nepastāv stratēģijas kura var paradīt labāko rezultātu visos tirgos, tomēr kointegrācijas modelis sasniedz lielāko ienesīgumu trijos no sešiem tirgiem. Iegūtie dati liecina, ka jaunattīstītie tirgi piedāvā lielā…

Alkulukutesteistä

2016

Tämän tutkielman tavoitteena on esittää tunnetuimmat alkulukutestit niin matemaattiselta perustoiltaan kuin käytännön toteutuksiltaan ohjelmakoodin muodossa. Alkulukutestit jaotellaan yleisesti deterministisiin ja probabilistisiin testeihin; deterministiset testit antavat täysin varman vastauksen, mutta ovat suurille luvuille huomattavasti probabilistia testejä hitaampia. Probabilistiset testit ovat nopeita tehdä, mutta saattavat antaa väärän vastauksen. Testien suoritusaikaa mitataan karkeasti niiden suorittamiseksi vaadittavien laskutoimitusten lukumääarällä. Tutkielmassa käsitellään deterministisistä testeistä jakolaskumenetelmä, Wilsonin lause, Prothin testi, Lucasin ja Lehmerin testi j…

Evolutionary Algorithms and Metaheuristics : Applications in Engineering Design and Optimization

2018

The Datafication of Hate: Expectations and Challenges in Automated Hate Speech Monitoring.

2020

Laaksonen, S-M.; Haapoja, J.; Kinnunen, T., Nelimarkka, M. & Pöyhtäri, R. (2020, accepted). . Frontiers in Big Data: Data Mining and Management / Critical Data and Algorithm Studies. doi:10.3389/fdata.2020.00003 Hate speech has been identified as a pressing problem in society and several automated approaches have been designed to detect and prevent it. This paper reports and reflects upon an action research setting consisting of multi-organizational collaboration conducted during Finnish municipal elections in 2017, wherein a technical infrastructure was designed to automatically monitor candidates' social media updates for hate speech. The setting allowed us to engage in a 2-fold investiga…

Precīzie kvantu algoritmi, izmantojot 1-kvantu-vaicājuma izsaukumus

2018

Darbā ir analizēti zināmi unikāli precīzie kvantu algoritmi, kuru īpašības ir atšķirīgas no citiem literatūrā atrodamiem algoritmiem, un uzsākts pētīt iespējas vispārināt šajos algoritmos esošos paņēmienus. Darbā ir noformulēts jauns skaitļošanas modelis, kas ir saistīts ar precīzo kvantu vaicājumu modeli. Veikti skaitliski aprēķini, lai palīdzētu saprast jaunā modeļa iespējas un ierobežojumus. Izteiktas hipotēzes un virzieni, kādos turpināt analīzi un pētījumu.

Impact of chaotic dynamics on the performance of metaheuristic optimization algorithms : An experimental analysis

2022

Random mechanisms including mutations are an internal part of evolutionary algorithms, which are based on the fundamental ideas of Darwin's theory of evolution as well as Mendel's theory of genetic heritage. In this paper, we debate whether pseudo-random processes are needed for evolutionary algorithms or whether deterministic chaos, which is not a random process, can be suitably used instead. Specifically, we compare the performance of 10 evolutionary algorithms driven by chaotic dynamics and pseudo-random number generators using chaotic processes as a comparative study. In this study, the logistic equation is employed for generating periodical sequences of different lengths, which are use…

On optimal deployment of low power nodes for high frequency next generation wireless systems

2018

Recent development of wireless communication systems and standards is characterized by constant increase of allocated spectrum resources. Since lower frequency ranges cannot provide sufficient amount of bandwidth, new bands are allocated at higher frequencies, for which operators resort to deploy more base stations to ensure the same coverage and to utilize more efficiently higher frequencies spectrum. Striving for deployment flexibility, mobile operators can consider deploying low power nodes that could be either small cells connected via the wired backhaul or relays that utilize the same spectrum and the wireless access technology. However, even though low power nodes provide a greater fl…

Quantitative Analysis of Dynamic Association in Live Biological Fluorescent Samples

2014

Determining vesicle localization and association in live microscopy may be challenging due to non-simultaneous imaging of rapidly moving objects with two excitation channels. Besides errors due to movement of objects, imaging may also introduce shifting between the image channels, and traditional colocalization methods cannot handle such situations. Our approach to quantifying the association between tagged proteins is to use an object-based method where the exact match of object locations is not assumed. Point-pattern matching provides a measure of correspondence between two point-sets under various changes between the sets. Thus, it can be used for robust quantitative analysis of vesicle …

How does serendipity affect diversity in recommender systems? A serendipity-oriented greedy algorithm

2018

Most recommender systems suggest items that are popular among all users and similar to items a user usually consumes. As a result, the user receives recommendations that she/he is already familiar with or would find anyway, leading to low satisfaction. To overcome this problem, a recommender system should suggest novel, relevant and unexpected i.e., serendipitous items. In this paper, we propose a serendipity-oriented, reranking algorithm called a serendipity-oriented greedy (SOG) algorithm, which improves serendipity of recommendations through feature diversification and helps overcome the overspecialization problem. To evaluate our algorithm, we employed the only publicly available datase…