34 resultados para “trade-offs”

em Doria (National Library of Finland DSpace Services) - National Library of Finland, Finland


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This thesis deals with a hardware accelerated Java virtual machine, named REALJava. The REALJava virtual machine is targeted for resource constrained embedded systems. The goal is to attain increased computational performance with reduced power consumption. While these objectives are often seen as trade-offs, in this context both of them can be attained simultaneously by using dedicated hardware. The target level of the computational performance of the REALJava virtual machine is initially set to be as fast as the currently available full custom ASIC Java processors. As a secondary goal all of the components of the virtual machine are designed so that the resulting system can be scaled to support multiple co-processor cores. The virtual machine is designed using the hardware/software co-design paradigm. The partitioning between the two domains is flexible, allowing customizations to the resulting system, for instance the floating point support can be omitted from the hardware in order to decrease the size of the co-processor core. The communication between the hardware and the software domains is encapsulated into modules. This allows the REALJava virtual machine to be easily integrated into any system, simply by redesigning the communication modules. Besides the virtual machine and the related co-processor architecture, several performance enhancing techniques are presented. These include techniques related to instruction folding, stack handling, method invocation, constant loading and control in time domain. The REALJava virtual machine is prototyped using three different FPGA platforms. The original pipeline structure is modified to suit the FPGA environment. The performance of the resulting Java virtual machine is evaluated against existing Java solutions in the embedded systems field. The results show that the goals are attained, both in terms of computational performance and power consumption. Especially the computational performance is evaluated thoroughly, and the results show that the REALJava is more than twice as fast as the fastest full custom ASIC Java processor. In addition to standard Java virtual machine benchmarks, several new Java applications are designed to both verify the results and broaden the spectrum of the tests.

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The purpose of this master’s thesis was to analyze a case company’s distribution and its elements. With different distribution structure options a customer can be served with different ways. However, cost elements and service elements create different trade-offs. In this work the case company’s distribution’s present state was analyzed and conclusions were made. Based on these conclusions different alternatives for distribution were created. These different alternatives were analyzed through simulations and with more traditional calculations to compose the total operative costs of each alternative. Also other aspects were considered, such as required organizational changes and the possible better customer service. With the suggested 3-stock distribution structure shorter delivery times and possibly more punctual deliveries for products kept in stock could be achieved with the same operative costs as in current direct delivery model. Also, similar benefits could be achieved with other products with the 3-stock model.

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The purpose of this thesis is to investigate how the dimensions of market orientation and entrepreneurial orientation are carried out in small and medium-sized enterprises (SME). In addition, the research aims to answer how these strategic orientations are apparent in SMEs, how the orientations co-vary, and how the dimensions of orientations are carried out in successful SMEs. The qualitative case study was participated by 16 SMEs. The research sample was gathered trough face-to-face interviews, consisting of Likert scale statements and open-ended questions. The main restriction of implementing market and entrepreneurial orientations in SMEs were scarce resources. Thus, the enterprises were required to make trade-offs between the different dimensios of orientations. Risk-aversive enterprises had emphasis on reactive customer orientation whereas, willing to take risks was generally related to proactiveness. Proactive enterprises utilized interfunctional coordination, and innovativeness was supported by value network coordination. The majority of the successful enterprises were growth-oriented, aiming to be technologial leaders in their industries. The successful firms placed similar emphasis on customer and product orientation.

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In nature, many animals use body coloration to communicate with each other. For example, colorations can be used as signals between individuals of the same species, but also to recognise individuals of other species, and if they may comprise a threat or not. Many animals use protective coloration to avoid predation. The two most common strategies of protective coloration are camouflage and aposematism. Camouflaged animals have coloration that minimises detection, usually by matching colours or structures in the background. Aposematic animals, on the other hand, signal to predators that they are defended. The defence can be physical structures, such as spikes and hairs, or chemical compounds that make the animal distasteful or even deadly toxic. In order for the warning signal to be effective, the predator has to recognise it as such. Studies have shown that birds for example, that are important visual predators on insects, learn to recognise and avoid unpalatable prey faster if they contrast the background or have large internal contrasts. Typical examples of aposematic species have conspicuous colours like yellow, orange or red, often in combination with black. My thesis focuses on the appearance and function of aposematic colour patterns. Even though researchers have studied aposematism for over a century, there is still a lot we do not know about the phenomenon. For example, as it is crucial that the predators recognise a warning signal, aposematic colorations should assumingly evolve homogeneously and be selected for maximal conspicuousness. Instead, there is an extensive variation of colours and patterns among warning colorations, and it is not uncommon to find typical cryptic colours, such as green and brown in aposematic colour patterns. One hypothesis to this variation is that an aposematic coloration does not have to be maximally signalling in order to be effective, instead it is sufficient to have distinct features that can be easily distinguished from edible prey. To be maximally conspicuous is one way to achieve this, but not the only way. Another hypothesis is that aposematic prey that do not exhibit maximal conspicuousness can exploit both camouflage and aposematism in a distance-dependent fashion, by being signalling when seen close up but camouflaged at a distance. Many prey animals also make use of both strategies by shifting colour at different ecological conditions such as seasonal variations, fluctuations in food resources or between life stages. Yet another explanation for the variation may be that prey animals are usually exposed to several predator species that vary in visual perception and tolerance towards various toxins. The aim with this thesis is, by studying their functions, to understand why aposematic warning signals vary in appearance, specifically in the level of conspicuousness, and if warning coloration can be combined with camouflage. In paper I, I investigated if the colour pattern of the aposematic larva of the Apollo butterfly (Parnassius apollo) can switch function with viewing distance, and be signalling at close range but camouflaged at a distance, by comparing detection time between different colour variants and distances. The results show that the natural coloration has a dual distance-dependent function. Moreover, the study shows that an aposematic coloration does not have to be selected for maximal conspicuousness. A prey animal can optimise its coloration primarily by avoiding detection, but also by investing in a secondary defence, which presence can be signalled if detected. In paper II, I studied how easily detected the coloration of the firebug (Pyrrhocoris apterus), a typical aposematic species, is at different distances against different natural backgrounds, by comparing detection time between different colour variants. Here, I found no distance-dependent switch in function. Instead, the results show that the coloration of the firebug is selected for maximal conspicuousness. One explanation for this is that the firebug is more mobile than the butterfly larva in study I, and movement is often incompatible with efficient camouflage. In paper III, I investigated if a seasonal related colour change in the chemically defended striated shieldbug (Graphosoma lineatum) is an adaptation to optimise a protective coloration by shifting from camouflage to aposematism between two seasons. The results confirm the hypothesis that the coloration expressed in the late summer has a camouflage function, blending in with the background. Further, I investigated if the internal pattern as such increased the effectiveness of the camouflage. Again, the results are in accordance with the hypothesis, as the patterned coloration was more difficult to detect than colorations lacking an internal pattern. This study shows how an aposematic species can optimise its defence by shifting from camouflage to aposematism, but in a different fashion than studied in paper I. The aim with study IV was to study the selection on aposematic signals by identifying characteristics that are common for colorations of aposematic species, and that distinguish them from colorations of other species. I compared contrast, pattern element size and colour proportion between a group of defended species and a group of undefended species. In contrast to my prediction, the results show no significant differences between the two groups in any of the analyses. One explanation for the non-significant results could be that there are no universal characteristics common for aposematic species. Instead, the selection pressures acting on defended species vary, and therefore affect their appearance differently. Another explanation is that all defended species may not have been selected for a conspicuous aposematic warning coloration. Taken together, my thesis shows that having a conspicuous warning coloration is not the only way to be aposematic. Also, aposematism and camouflage is not two mutually exclusive opposites, as there are prey species that exploit both strategies. It is also important to understand that prey animals are exposed to various selection pressures and trade-offs that affect their appearance, and determines what an optimal coloration is for each species or environment. In conclusion, I hold that the variation among warning colorations is larger and coloration properties that have been considered as archetypically aposematic may not be as widespread and representative as previously assumed.

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Traditionally biologists have often considered individual differences in behaviour or physiology as a nuisance when investigating a population of individuals. These differences have mostly been dismissed as measurement errors or as non-adaptive variation around an adaptive population mean. Recent research, however, challenges this view. While long acknowledged in human personality studies, the importance of individual variation has recently entered into ecological and evolutionary studies in the form of animal personality. The concept of animal personality focuses on consistent differences within and between individuals in behavioural and physiological traits across time and contexts and its ecological and evolutionary consequences. Nevertheless, a satisfactory explanation for the existence of personality is still lacking. Although there is a growing number of explanatory theoretical models, there is still a lack of empirical studies on wild populations showing how traditional life-history tradeoffs can explain the maintenance of variation in personality traits. In this thesis, I first investigate the validity of variation in allostatic load or baseline corticosterone (CORT) concentrations as a measure for differences in individual quality. The association between CORT and quality has recently been summarised under the “CORT-fitness hypothesis”, which states that a general negative relationship between baseline CORT and fitness exists. I then continue to apply the concept of animal personality to depict how the life-history trade-off between survival and fecundity is mediated in incubating female eiders (Somateria mollissima), thereby maintaining variation in behaviour and physiology. To this end, I investigated breeding female eiders from a wild population that breeds in the archipelago around Tvärminne Zoological Station, SW Finland. The field data used was collected from 2008 to 2012. The overall aim of the thesis was to show how differences in personality and stress responsiveness are linked to a life-history context. In the four chapters I examine how the life-history trade-off between survival and fecundity could be resolved depending on consistent individual differences in escape behaviour, stress physiology, individual quality and nest-site selection. First, I corroborated the validity of the “CORT-fitness hypothesis”, by showing that reproductive success is generally negatively correlated with serum and faecal baseline CORT levels. The association between individual quality and baseline CORT is, however, context dependent. Poor body condition was associated with elevated serum baseline CORT only in older breeders, while a larger reproductive investment (clutch mass) was associated with elevated serum baseline CORT among females breeding late in the season. Interestingly, good body condition was associated with elevated faecal baseline CORT levels in late breeders. High faecal baseline CORT levels were positively related to high baseline body temperature, and breeders in poor condition showed an elevated baseline body temperature, but only on open islands. The relationship between stress physiology and individual quality is modulated by breeding experience and breeding phenology. Consequently, the context dependency highlights that this relationship has to be interpreted cautiously. Additionally, I verified if stress responsiveness is related to risk-taking behaviour. Females who took fewer risks (longer flight initiation distance) showed a stronger stress response (measured as an increase in CORT concentration after capture and handling of the bird). However, this association was modulated by breeding experience and body condition, with young breeders and those in poor body condition showing the strongest relationship between risktaking and stress responsiveness. Shy females (longer flight initiation distance) also incubated their clutch for a shorter time. Additionally, I demonstrated that stress responsiveness and predation risk interact with maternal investment and reproductive success. Under high risk of predation, females that incubated a larger clutch showed a stronger stress response. Surprisingly, these females also exhibited higher reproductive success than females with a weaker stress response. Again, these context dependent results suggest that the relationship between stress responsiveness and risk-taking behaviour should not be studied in isolation from individual quality and that stress responsiveness may show adaptive plasticity when individuals are exposed to different predation regimes. Finally, female risk-taking behaviour and stress coping styles were also related to nest-site choice. Less stress responsive females more frequently occupied nests with greater coverage that were farther away from the shoreline. Females nesting in nests with medium cover and farther from the shoreline had higher reproductive success. These results suggest that different personality types are distributed non-randomly in space. In this thesis I was able to demonstrate that personalities and stress coping strategies are persistent individual characteristics, which express measurable effects on fitness. This suggests that those traits are exposed to natural selection and thereby can evolve. Furthermore, individual variation in personality and stress coping strategy is linked to the alternative ways in which animals resolve essential life-history trade-offs.

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Presentation at Open Repositories 2014, Helsinki, Finland, June 9-13, 2014

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With the shift towards many-core computer architectures, dataflow programming has been proposed as one potential solution for producing software that scales to a varying number of processor cores. Programming for parallel architectures is considered difficult as the current popular programming languages are inherently sequential and introducing parallelism is typically up to the programmer. Dataflow, however, is inherently parallel, describing an application as a directed graph, where nodes represent calculations and edges represent a data dependency in form of a queue. These queues are the only allowed communication between the nodes, making the dependencies between the nodes explicit and thereby also the parallelism. Once a node have the su cient inputs available, the node can, independently of any other node, perform calculations, consume inputs, and produce outputs. Data ow models have existed for several decades and have become popular for describing signal processing applications as the graph representation is a very natural representation within this eld. Digital lters are typically described with boxes and arrows also in textbooks. Data ow is also becoming more interesting in other domains, and in principle, any application working on an information stream ts the dataflow paradigm. Such applications are, among others, network protocols, cryptography, and multimedia applications. As an example, the MPEG group standardized a dataflow language called RVC-CAL to be use within reconfigurable video coding. Describing a video coder as a data ow network instead of with conventional programming languages, makes the coder more readable as it describes how the video dataflows through the different coding tools. While dataflow provides an intuitive representation for many applications, it also introduces some new problems that need to be solved in order for data ow to be more widely used. The explicit parallelism of a dataflow program is descriptive and enables an improved utilization of available processing units, however, the independent nodes also implies that some kind of scheduling is required. The need for efficient scheduling becomes even more evident when the number of nodes is larger than the number of processing units and several nodes are running concurrently on one processor core. There exist several data ow models of computation, with different trade-offs between expressiveness and analyzability. These vary from rather restricted but statically schedulable, with minimal scheduling overhead, to dynamic where each ring requires a ring rule to evaluated. The model used in this work, namely RVC-CAL, is a very expressive language, and in the general case it requires dynamic scheduling, however, the strong encapsulation of dataflow nodes enables analysis and the scheduling overhead can be reduced by using quasi-static, or piecewise static, scheduling techniques. The scheduling problem is concerned with nding the few scheduling decisions that must be run-time, while most decisions are pre-calculated. The result is then an, as small as possible, set of static schedules that are dynamically scheduled. To identify these dynamic decisions and to find the concrete schedules, this thesis shows how quasi-static scheduling can be represented as a model checking problem. This involves identifying the relevant information to generate a minimal but complete model to be used for model checking. The model must describe everything that may affect scheduling of the application while omitting everything else in order to avoid state space explosion. This kind of simplification is necessary to make the state space analysis feasible. For the model checker to nd the actual schedules, a set of scheduling strategies are de ned which are able to produce quasi-static schedulers for a wide range of applications. The results of this work show that actor composition with quasi-static scheduling can be used to transform data ow programs to t many different computer architecture with different type and number of cores. This in turn, enables dataflow to provide a more platform independent representation as one application can be fitted to a specific processor architecture without changing the actual program representation. Instead, the program representation is in the context of design space exploration optimized by the development tools to fit the target platform. This work focuses on representing the dataflow scheduling problem as a model checking problem and is implemented as part of a compiler infrastructure. The thesis also presents experimental results as evidence of the usefulness of the approach.

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Väitöstutkimuksen kohteena on säädösten valmistelu ja niitä koskevaa päätöksenteko Euroopan unionissa erityisesti siitä näkökulmasta, miten Suomen kaltainen pieni jäsenvaltio voi vaikuttaa EU-säädöksiin. Väitöskirjassa analysoidaan unionin toimielinten välillä vallitsevaa dynamiikkaa ja Suomen asemaa erityisesti EUT-sopimuksen 289 artiklan 1 kohdan ja 294 artiklan mukaisessa tavallisessa lainsäätämisjärjestyksessä. Lissabonin sopimuksen voimaantulon jälkeen tavallinen lainsäätämisjärjestys, joka aiemmin tunnettiin yhteispäätösmenettelynä, on selvästi yleisin lainsäädäntömenettely unionissa. Väitöskirja koostuu kuudesta erillisjulkaistusta pääosin vertaisarvioidusta artikkelista ja niitä täydentävästä ja kokoavasta yhteenveto-osasta. Kirjan tämä painos sisältää vain yhteenvetoluvun, ei erikseen julkaistuja artikkeleita. Väitöskirjassa hyödynnetään eurooppaoikeuden ja politiikan tutkimuksen kirjallisuutta. Metodologisesti väitöstutkimus edustaa empiiristä oikeustutkimusta, jossa yhdistyy lainopillinen analyysi ja empiiristen, tässä tapauksessa lähinnä laadullisten aineistojen analyysi. Yhteenvedossa on seurattu lainsäädäntömuutoksia ja oikeuskäytäntöä 10. huhtikuuta 2015 asti. Väitöskirjatutkimuksen kantavana teemana on oikeuden ja politiikan suhde EUlainsäätämisessä. Artikkeleita ja yhteenvetoa sitovat yhteen kaksi yleisen tason argumenttia. Ensiksi, EU:n lainsäädäntömenettelyä koskevat oikeussäännöt ja institutionalisoituneet käytännöt luovat kehikon toimielinten sisäiselle päätöksenteolle sekä niiden välisille poliittisluonteisille neuvotteluille, vaikkakaan sääntöihin ja käytäntöihin ei yleensä ole tarvetta nimenomaisesti vedota menettelyn kuluessa. Toiseksi, koska Suomen kaltaisen pienen jäsenvaltion muodollinen valta – siis äänimäärä neuvostossa – on hyvin rajallinen, suomalaisten ministerien ja virkamiesten tulisi hyödyntää erilaisia epävirallisia vaikuttamiskanavia, jos halutaan vahvistaa Suomen tosiasiallista vaikutusvaltaa menettelyssä. Unionin lainsäädäntötoiminta ei tyypillisesti ole rationaalisen mallin mukaan etenevää päätöksentekoa, vaan tempoilevaa ja vaikeasti ennakoitavaa kamppailua eri preferenssejä edustavien toimijoiden välillä. Väitöskirjan ensimmäisessä artikkelissa analysoidaan säädösvalmistelua ja lainsäätämismenettelyä unionissa vaihe vaiheelta. Johtopäätöksenä todetaan, että unioniin on syntynyt yhteispäätösmenettelyn, sittemmin tavallisen lainsäätämisjärjestyksen myötä uudenlainen lainsäätämiskulttuuri, jolle on leimallista tiiviit yhteydet komission, Euroopan parlamentin ja neuvoston välillä. Toimielimet ottavat nykyisin joustavasti huomioon toistensa kantoja menettelyn edetessä, mikä mahdollistaa sen, että valtaosa EU-säädöksistä voidaan hyväksyä jo ensimmäisessä käsittelyssä. Toisessa tutkimusartikkelissa analysoidaan komission asemaa unionin toimielinrakenteessa. Artikkelissa tarkastellaan komission aloiteoikeutta sekä komission puheenjohtajan ja sen jäsenten valintamenettelyjä siitä näkökulmasta, edistääkö komissio todella unionin yleistä etua itsenäisenä ja riippumattomana, kuten EU-sopimuksen 17 artiklassa edellytetään. Tiettyjen järjestelyjen myötä Euroopan parlamentin ja komission suhde on kehittynyt siihen suuntaan, että komissio toimii jossain määrin parlamentille vastuunalaisena hallituksena. Artikkelissa kritisoidaan, että kehitys ei välttämättä lähennä kansalaisia unionin toimielimiin ja että kehitys omiaan vaarantamaan komission aseman verrattain riippumattomana välittäjänä trilogeissa. Kolmas artikkeli sisältää tapaustutkimuksen kuluttajille myönnettäviä luottoja sääntelevän direktiivin (2008/48/EY) valmisteluvaiheista. Tapaustutkimus konkretisoi Suomen hallituksen edustajien tekemän EU-vaikuttamisen keinoja, vahvuuksia ja kehittämiskohteita. Artikkelissa todetaan, että Suomelle aivan keskeinen vaikuttamisresurssi ovat sellaiset virkamiehet, jotka hallitsevat niin käsiteltävän säädöshankkeen sisältökysymykset kuin unionin päätöksentekomenettelyt ja toimielinten institutionalisoituneet käytännöt. Artikkelissa tehdyt empiiriset havainnot jäsenvaltioiden välillä käydyistä neuvotteluista tukevat konstruktiivisen mallin perusoletuksia. Neljännessä artikkelissa, joka on laadittu yhteistyönä professori Tapio Raunion kanssa, analysoidaan unioniasioiden kansallista valmistelua ja tarkemmin ottaen sitä, miten Suomen neuvottelukannat muotoutuvat valtioneuvoston yhteensovittamisjärjestelmän ylimmällä tasolla EU-ministerivaliokunnassa. Artikkelissa todetaan laajan pöytäkirja-aineiston ja sitä täydentävän haastatteluaineiston pohjalta, että EUministerivaliokunnan asialistan laadinta on delegoitu kokonaisuudessaan asiantuntijavirkamiehille. Lisäksi asialistan muotoutumiseen vaikuttaa luonnollisesti unionin toimielinten, erityisesti Eurooppa-neuvoston agenda. Toisaalta, EU-ministerivaliokunnan kokouksissa ministerit yksin tekevät päätöksiä ja linjaavat Suomen EU-politiikkaa. Viidennessä artikkelissa selvitetään, miten olisi toimittava, jos pyritään siihen, että uusi tai muutettu EU-säädös vastaisi mahdollisimman pitkälti Suomen kansallisesti määriteltyä neuvottelukantaa. Tehokkainta on vaikuttaa aloiteoikeutta lainsäädäntömenettelyssä käyttävään komissioon, tarvittaessa myös virkahierarkian ylimmillä tasoilla, sekä tehdä yhteistyötä muiden jäsenvaltioiden kanssa, erityisesti puheenjohtajavaltion, tulevien puheenjohtajavaltioiden ja suurten jäsenvaltioiden kanssa. Mikäli käsittelyssä oleva EU-säädöshanke arvioidaan kansallisesti erityisen tärkeiksi tai ongelmalliseksi, tulisi vaikuttamistoimia laajentaa kattamaan myös Euroopan parlamentin avainhenkilöitä. Kuudennessa artikkelissa analysoidaan suomalaisen kansalaisyhteiskunnan ja etujärjestöjen vaikutusmahdollisuuksia EU-asioiden valmistelussa. Johtopäätöksenä todetaan, että muodollinen yhteensovittaminen EU-valmistelujaostojen laajan kokoonpanon kokouksissa ei ole sidosryhmille ensisijainen eikä tehokkain vaikuttamisen keino. Sen sijaan korostuvat epäviralliset yhteydet toimivaltaisen ministeriön vastuuvirkamieheen kotimaassa ja vaikuttaminen eurooppalaisen kattojärjestön välityksellä. Väitöskirjan yhteenveto-osassa on eritelty, missä EU:n säädösvalmistelun ja lainsäätämismenettelyn vaiheissa Suomen kaltaisella pienellä jäsenvaltiolla on parhaat edellytykset vaikuttaa valmisteltavana olevaan säädökseen. Parhaat vaikutusmahdollisuudet ovat aivan EU-säädöksen elinkaaren alkuvaiheessa, kun komissio on vasta käynnistämässä uutta säädösvalmistelua. Väitöstutkimuksessa todetaan, että varhaista kannanmuodostusta ja sen mahdollistamaa ennakkovaikuttamista on Suomessa kyetty kehittämään etenkin niissä poliittisesti, taloudellisesti tai oikeudellisesti tärkeissä hankkeissa, joissa hallituksen kannanmuodostus tapahtuu EU-ministerivaliokunnassa. Muissa unionin säädöshankkeissa ennakollisen vaikuttamisen intensiteetti näyttäisi vaihtelevan, riippuen muun muassa toimivaltaisen ministeriön keskijohdon ja ylimmän johdon sitoutumisesta. Toinen Suomelle otollinen vaikuttamisen ajankohta on silloin, kun komission antamaa ehdotusta käsitellään asiantuntijavirkamiesten kesken neuvoston työryhmässä. Tehokas vaikuttaminen edellyttää, että Suomea neuvotteluissa edustavat henkilöt kokoavat ”samanmielisistä” jäsenvaltioista kaksoisenemmistösäännön mukaisen voittavan koalition. Viimeinen vaikuttamisen ikkuna aukeaa silloin, kun Coreper-komiteassa laaditaan neuvoston puheenjohtajalle neuvottelumandaattia toimielinten välisiin trilogeihin tavallisen lainsäätämisjärjestyksen ensimmäisessä käsittelyssä. Tässä varsin myöhäisessä menettelyvaiheessa vaikuttaminen on pienen jäsenvaltion näkökulmasta jo selvästi vaikeampaa. Väitöskirja sijoittuu luontevasti osaksi valtiotieteellistä eurooppalaistumis-kirjallisuutta siltä osin, kuin siinä on tutkittu EU-jäsenyyden vaikutuksia kotimaisiin hallinnon rakenteisiin ja politiikan asialistaan. Kuten tunnettua, Suomen EU-politiikka rakentuu eduskunnalle vastuullisen valtioneuvoston varaan. Väitöskirjassa ei kuitenkaan ole otettu erityiseen tarkasteluun perustuslakiin sidottua eduskunnan ja hallituksen yhteistoimintaa EU-asioissa. Sen sijaan on tutkittu unioniasioiden valmistelua ja yhteensovittamista valtioneuvoston sisällä. Kun EU-asioiden yhteensovittamisjärjestelmää luotiin, pidettiin tärkeänä, että jokaisessa säädöshankkeessa ja politiikkahankkeessa kyetään muodostamaan kansallisesti yksi ja yhtenäinen neuvottelupositio. Yhtenäisen kansallisen linjan ajamisen katsottiin parantavan Suomen asemaa unionin päätöksenteossa. Väitöskirjassa todetaan johtopäätöksenä, että EU-asioiden kansallinen valmistelujärjestelmä toteuttaa sille asetetut tavoitteet käytännössä varsin hyvin. Merkittävin kehittämiskohde liittyy kansallisen EU-valmistelun reaktiivisuuteen. Jos Suomi haluaa vaikuttaa yhä vahvemmin EU-lainsäätämiseen, Suomelle tärkeät hankkeet pitäisi tunnistaa jo varhaisessa vaiheessa ja priorisoida selkeästi niiden hoitamista ministeriöissä.

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The markets of biomass for energy are developing rapidly and becoming more international. A remarkable increase in the use of biomass for energy needs parallel and positive development in several areas, and there will be plenty of challenges to overcome. The main objective of the study was to clarify the alternative future scenarios for the international biomass market until the year 2020, and based on the scenario process, to identify underlying steps needed towards the vital working and sustainable biomass market for energy purposes. Two scenario processes were conducted for this study. The first was carried out with a group of Finnish experts and thesecond involved an international group. A heuristic, semi-structured approach, including the use of preliminary questionnaires as well as manual and computerised group support systems (GSS), was applied in the scenario processes.The scenario processes reinforced the picture of the future of international biomass and bioenergy markets as a complex and multi-layer subject. The scenarios estimated that the biomass market will develop and grow rapidly as well as diversify in the future. The results of the scenario process also opened up new discussion and provided new information and collective views of experts for the purposes of policy makers. An overall view resulting from this scenario analysis are the enormous opportunities relating to the utilisation of biomass as a resource for global energy use in the coming decades. The scenario analysis shows the key issues in the field: global economic growth including the growing need for energy, environmental forces in the global evolution, possibilities of technological development to solve global problems, capabilities of the international community to find solutions for global issues and the complex interdependencies of all these driving forces. The results of the scenario processes provide a starting point for further research analysing the technological and commercial aspects related the scenarios and foreseeing the scales and directions of biomass streams.

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This study considered the current situation of solid and liquid biofuels markets and international biofuels trade in Finland and identified the challenges ofthe emerging international biofuels markets for Finland. The fact that industryconsumes more than half of the total primary energy, widely applied combined heat and power production (CHP) and a high share of biofuels in the total energy consumption are specific to the Finnish energy system. One third of the electricity is generated in CHP plants. As much as 27% of the total energy consumption ismet by using wood and peat, which makes Finland the leading country in the use of biofuels. Finland has made a commitment to maintain greenhouse gas emissions at the 1990 level at the highest during the period 2008-2012. The Finnish energypolicy aims to achieve the target, and a variety of measures are taken to promote the use of renewable energy sources and especially wood fuels. In this study, the wooden raw material streams of the forest industry were included the international biofuels trade in addition to biomass streams that are traded for energy production. In 2004, as much as 45% of the raw wood importedinto Finland ended up in energy production. The total international trading of biofuels was evaluated at 72 PJ, of which the majority, 58 PJ, was raw wood. About 22% of wood based energy in Finland originated from imported raw wood. Tall oil and wood pellets composed the largest export streams of biofuels. The annual turnover of international biofuels trade was estimated at about ¤ 90 million fordirect trade and at about ¤ 190 million for indirect trade. The forest industryas the biggest user of wood, and the producer and user of wood fuels has a central position in biomass and biofuels markets in Finland. Lately, the international aspects of Finnish biofuels markets have been emphasised as the import of rawwood and the export of wood pellets have increased. Expanding the use of biofuels in the road transportation sector would increase the international streams ofbiofuels in Finland. In coming years, the international trading of biomass for energy purposes can be expected to continue growing.

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Tämän tutkintotyön tavoitteena on selvittää operatiivista ostotoimintaa, joka sisältää oikea-aikaisen tilausrytmin ja tasapainoisen tilausmäärän määrityksen sekä saapuvan tavaravirran mukauttamisen myyntiin tai kulutukseen kokonaisuutena. Tässä tutkimuksessa tarkastellaan myös varastojen merkitystä ja ostotoiminnan kannalta keskeisimpiä tehokkaaseen varastonohjaukseen liittyviä tunnuslukuja. Tutkimus sisältää lääkkeiden toimitusketjun kuvauksen, koska se poikkeaa merkittävästi muista toimialoista. Tämä tutkintotyö on syntetisoiva kirjallisuustutkimus. Tutkintotyön empiirisessä osassa analysoidaan aluksi case-yrityksen vaihto-omaisuusvaraston ohjausta ostotoiminnan näkökulmasta ABC analyysiin pohjautuen. Tämän jälkeen ostotoimintaa analysoidaan tarkemmin tiettyjen toimittajien osalta. Lopuksi laaditaan optimaalinen tilausrytmi ja tilausmäärät sekä ostobudjetti yhden toimittajan tuotteille. ABC analyysia voidaan hyödyntää työkaluna määriteltäessä miten erilaisten tuotteiden materiaalivirtoja tulisi ostotoiminnan kannalta ohjata. Analyysi perustuu resurssien keskittämiseen sinne missä tuotto on suurin.

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This study considered the current situation of biofuels markets in Finland. The fact that industry consumes more than half of the total primary energy, widely applied combined heat and power production and a high share of solid biomass fuels in the total energy consumption are specific to the Finnish energy system. Wood is the most important source of bioenergy in Finland, representing 21% of the total energy consumption in 2006. Almost 80% of the wood-based energy is recovered from industrial by-products and residues. Finland has commitment itself to maintaining its greenhouse gas emissions at the 1990 level, at the highest, during the period 2008–2012. The energy and climate policy carried out in recent years has been based on the National Energy and Climate introduced in 2005. The Finnish energy policy aims to achieve the target, and a variety of measures are taken to promote the use of renewable energy sources and especially wood fuels. In 2007, the government started to prepare a new long-term (up to the year 2050) climate and energy strategy that will meet EU’s new targets for the reduction of green house gas emissions and the promotion of renewable energy sources. The new strategy will be introduced during 2008. The international biofuels trade has a substantial importance for the utilisation of bioenergy in Finland. In 2006, the total international trading of solid and liquid biofuels was approximately 64 PJ of which import was 61 PJ. Most of the import is indirect and takes place within the forest industry’s raw wood imports. In 2006, as much as 24% of wood energy was based on foreignorigin wood. Wood pellets and tall oil form the majority of export streams of biofuels. The indirect import of wood fuels increased almost 10% in 2004–2006, while the direct trade of solid and liquid biofuels has been almost constant.

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The threats caused by global warming motivate different stake holders to deal with and control them. This Master's thesis focuses on analyzing carbon trade permits in optimization framework. The studied model determines optimal emission and uncertainty levels which minimize the total cost. Research questions are formulated and answered by using different optimization tools. The model is developed and calibrated by using available consistent data in the area of carbon emission technology and control. Data and some basic modeling assumptions were extracted from reports and existing literatures. The data collected from the countries in the Kyoto treaty are used to estimate the cost functions. Theory and methods of constrained optimization are briefly presented. A two-level optimization problem (individual and between the parties) is analyzed by using several optimization methods. The combined cost optimization between the parties leads into multivariate model and calls for advanced techniques. Lagrangian, Sequential Quadratic Programming and Differential Evolution (DE) algorithm are referred to. The role of inherent measurement uncertainty in the monitoring of emissions is discussed. We briefly investigate an approach where emission uncertainty would be described in stochastic framework. MATLAB software has been used to provide visualizations including the relationship between decision variables and objective function values. Interpretations in the context of carbon trading were briefly presented. Suggestions for future work are given in stochastic modeling, emission trading and coupled analysis of energy prices and carbon permits.