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101 monochrome
monochrome [ˈmɒnəkrəʊm]* * *['mɒnəkrəʊm] 1.1) ( technique)in monochrome — Art, Photography en monochrome; Cinema, Television en noir et blanc
2) ( print) monochrome m2.1) Cinema, Television [film] en noir et blanc; Art, Computing, Photography monochrome -
102 redundant
redundant [rɪˈdʌndənt]b. ( = superfluous) [object] superflu ; [term, information] redondant* * *[rɪ'dʌndənt]1) GB Industry [worker] licencié2) ( not needed) [information, device] superflu; [land, machinery] inutilisé3) GB ( outdated) [technique, practice] inutile; [craft] dépassé4) Computing, Linguistics redondant -
103 support
support [səˈpɔ:t]1. noun• to give support to sb/sth soutenir qn/qch• in support of his theory/claim à l'appui de sa théorie/revendication• to give one's support to... prêter son appui à...b. ( = object) appui m ; [of structure] support m ; (moral, financial) soutien m ; (US = subsidy) subvention fa. ( = hold up) [pillar, beam, person] soutenirb. [+ theory, cause, party, candidate] (passively) être pour ; (actively) soutenir ; [+ sb's application] appuyer ; [+ action] soutenir ; [+ team] être supporter de• to support o.s. ( = earn one's living) gagner sa vie• the school is supported by money from... l'école reçoit une aide financière de...3. compounds━━━━━━━━━━━━━━━━━‼|/b] [b]to support ≠ supporter* * *[sə'pɔːt] 1.1) (moral, financial, political) soutien m, appui mthere is considerable public support for the strikers — les grévistes bénéficient du soutien d'une grande partie de la population
air/land/sea support — Military appui m aérien/terrestre/maritime
to give somebody/something (one's) support — apporter son soutien à quelqu'un/quelque chose
in support of somebody/something — en faveur de quelqu'un/quelque chose
means of support — ( financial) moyens mpl de subsistance
2) (physical, for weight) gen support m; ( for limb) appareil m de maintien3) ( person) soutien m4) ( at concert) ( band) groupe m de la première partie2.transitive verb1) (provide moral, financial backing) gen soutenir; donner à [charity]2) ( physically) supporter [weight]; soutenir [person]3) ( validate) confirmer4) ( maintain) [breadwinner, land, farm] faire vivre, subvenir aux besoins de; [charity] aider5) ( put up with) endurer6) Computing prendre en charge3. -
104 digital
цифровой
– digital cassette
– digital computation
– digital computing system
– digital control
– digital conversion
– digital filter
– digital filtering
– digital form
– digital indicator
– digital information
– digital input
– digital microcircuit
– digital output
– digital plotter
– digital processor
– digital quantity
– digital representation
– digital servosystem
– digital signal
– digital signal processing
– digital simulation
– digital simulator
– digital technique
– digital-to-analog conversion
– digital-to-analog converter
– digital-to-image conversion
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105 hybrid
гибридная система, гибридная схема, гибридный, смешанный, комбинированный
– hybrid computations
– hybrid computing system
– hybrid microcircuit
– hybrid simulation
– hybrid simulator
– hybrid technique
– hybrid teleoperator/robot system
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106 hot
hot line support assistance f technique téléphonique, hotline fhot link lien m hypertexte(d) hot desking = pratique qui consiste à ne pas assigner de bureaux individuels aux employés, ces derniers étant libres de s'installer à n'importe quel poste de travail inoccupé -
107 computationally intensive
о приложениях, требующих больших объёмов вычислений или большой вычислительной мощности.Although the technique is very powerful compared to other machine learning methods it is also computationally intensive — Хотя этот метод значительно мощнее других методов машинного обучения, он требует большого объёма вычислений см. тж. data-intensive computing, math-intensive, processor-intensive
Англо-русский толковый словарь терминов и сокращений по ВТ, Интернету и программированию. > computationally intensive
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108 double
double ['dʌbəl]double ⇒ 1 (a)-(c), 1 (g), 3 (a), 3 (b), 3 (d) deux fois ⇒ 1 (d) en double ⇒ 1 (e) pour deux personnes ⇒ 1 (f) deux fois plus ⇒ 2 demi-tour ⇒ 3 (c) en deux ⇒ 4 doubler ⇒ 5 (a), 5 (c), 6 plier en deux ⇒ 5 (b) contrer ⇒ 5 (d), 6 (c) tourner ⇒ 6 (b)(a) (twice as large → quantity, portion) double;∎ a double whisky un double whisky(c) (line, row) double;∎ to go into or reach double figures (of inflation, unemployment etc) atteindre la barre des dix pour cent;∎ an egg with a double yolk un œuf à deux jaunes(d) (with figures, letters) deux fois;∎ "letter" is spelt with a double "t" "letter" s'écrit avec deux "t";∎ to throw a double six/three faire un double six/trois(e) (folded in two) en double, replié;∎ double thickness double épaisseur f(f) (for two people) pour ou à deux personnes∎ a word with a double meaning un mot à double sens;∎ to lead a double life mener une double vie;∎ to have double standards faire deux poids, deux mesures;∎ familiar to do a double take marquer un temps d'arrêt□ (par surprise);∎ he did a double take when I told him lorsque je le lui ai dit, il a marqué un temps d'arrêt;∎ the brothers had a double wedding les deux frères se sont mariés au cours de la même cérémonie(twice) deux fois plus;∎ she earns double my salary elle gagne deux fois plus que moi ou le double de moi;∎ we ordered double the usual quantity nous avons commandé le double de la quantité habituelle;∎ it took me double the time I expected ça m'a pris le double du temps que je pensais;∎ food here costs nearly double what it does at home la nourriture ici coûte presque le double de chez moi3 noun∎ he charged us double il nous a fait payer le double;∎ they pay him double if he works nights on le paye (au tarif) double s'il travaille la nuit;∎ at or on the double au pas de course;∎ also figurative on the double! magnez-vous!;∎ double or quits quitte ou double(b) (duplicate) double m, réplique f; (of person) double m, sosie m; Cinema & Television (stand-in) doublure f; Theatre (actor with two parts) acteur(trice) m,f qui tient deux rôles;∎ she's your double! c'est ton sosie!4 adverb(in two) en deux;∎ to fold sth double plier qch en deux;∎ I was bent double with pain j'étais plié en deux de douleur;∎ to see double (two of the same) voir double(a) (increase) doubler;∎ he doubled my salary il a doublé mon salaire;∎ to double the stakes doubler la mise(a) (increase) doubler∎ double! (in bridge) contre!∎ the dining room doubles as a study la salle à manger sert également de bureau;∎ Theatre he doubles as the priest and the servant il joue les rôles du prêtre et du domestique►► double act duo m comique;double agent agent m double;Music double bar double barre f;Music double bass contrebasse f;Music double bassoon contrebasson m;double bed grand lit m, lit m à deux places;double bill Cin = séance avec deux longs métrages à la suite; TV = programmation de deux longs métrages à la suite;Psychology double bind double contrainte f;∎ to be caught in a double bind se trouver dans une situation insoluble, être dans une impasse;British double bluff = technique consistant à faire croire qu'on bluffe alors qu'on dit la vérité;∎ it was a double bluff on her part elle voulait lui/nous/ etc faire croire qu'elle bluffait;Golf double bogey bogey m double;American double boiler casserole f à double fond;∎ to heat sth in a double boiler faire chauffer qch au bain-marie;double check revérification f;double chin double menton m;British double cream crème f épaisse, French Canadian crème f à fouetter;double cross trahison f, traîtrise f;Typography double dagger diésis m;American double date sortie f à quatre (deux couples);American double digit nombre m à deux chiffres;double doors, a double door une porte à deux battants;Sport double dribble (in basketball) reprise f de dribble;∎ to talk double Dutch baragouiner;∎ it's all double Dutch to me! c'est de l'hébreu pour moi!;double entendre mot m ou expression f à double sens;Accountancy double entry comptabilité f en partie double;Photography double exposure surimpression f;Sport double fault double faute f;Cinema double feature = séance avec deux longs métrages à la suite;British University double first ≃ mention f très bien (dans deux disciplines à la fois);Music double flat double bémol m;double Gloucester = fromage à pâte pressée;double helix double hélice f;British University double honours = licence portant sur deux matières;American Insurance double indemnity = clause d'une assurance-vie qui stipule qu'en cas de mort accidentelle de l'assuré la prime est doublée;double knit tricot m double face, double face f;double knitting = laine assez épaisse utilisée en tricot;double knot double nœud m;Grammar double negative double négation f;double occupancy (of hotel room) occupation f double;Stock Exchange double option stellage m;double parking stationnement m en double file;double play (in baseball) double retrait m;∎ American figurative to do a double play faire d'une pierre deux coups;Medicine double pneumonia pneumonie f double;Computing double precision double précision f;Sport double pump (in basketball) = smash en deux temps;double room chambre f pour deux personnes;Sport double Salchow (in figure skating) double Salchow m;British double saucepan casserole f à double fond;∎ to cook in a double saucepan faire cuire au bain-marie;double scull (in rowing) deux m de couple;Music double sharp double dièse m;Typography double spacing double interligne m;∎ in double spacing à double interligne;Astronomy double star étoile f double;Music double stopping (on violin) double-corde f;Finance double taxation double imposition f;Sport double team = bloc de deux défenseurs contre un attaquant;∎ I get double time on Sundays je suis payé le double le dimanche;∎ to march in double time marcher à pas redoublés;∎ Music in double time en mesure double;Medicine double vision double vision f;∎ to have double vision voir double;familiar double whammy double coup m de malchance□ ;∎ it was a double whammy: he was attacked by the opposition and by his own party at the same time il était pris entre deux feux, assailli d'un côté par l'opposition, de l'autre par son propre parti□ ;∎ to be parked on a double yellow line être en stationnement interdit(animal, person, road) tourner brusquement;∎ he doubled back down a side road il a rebroussé chemin par une petite route;∎ the path doubles back on itself le sentier te ramène sur tes pas(sheet) mettre en double(bend over) se plier, se courber;∎ he doubled over in pain il se plia en deux de douleur(a) (bend over) se plier, se courber;∎ he doubled up in pain il se plia en deux de douleur;∎ to double up with laughter se tordre de rire∎ there weren't enough rooms so we doubled up il n'y avait pas assez de place, alors nous nous sommes mis à deux par chambreplier en deux, replier -
109 first
first [fɜ:st]premier ⇒ 1 (a), 1 (c) tout de suite ⇒ 1 (b) le premier ⇒ 2 (a), 3 d'abord ⇒ 2 (b) pour la première fois ⇒ 2 (c) première ⇒ 3 (b), 3 (f)(a) (in series) premier;∎ the first few days les deux ou trois premiers jours;∎ the first six months les six premiers mois;∎ Louis the First Louis Premier ou Ier;∎ one hundred and first cent unième;∎ to be first in the queue être le (la) premier(ère) de la queue;∎ I'm first je suis ou c'est moi le premier;∎ she was first in English Literature elle était première en littérature anglaise;∎ she's in first place (in race) elle est en tête;∎ to win first prize gagner le premier prix;∎ this is the first time I've been to New York c'est la première fois que je viens à New York;∎ Cars first gear première f (vitesse f);∎ put the car into first gear passe la première (vitesse);∎ British first year University première année f; School sixième f;∎ British a first-year university student un étudiant de première année à l'université;∎ I learnt of it at first hand je l'ai appris de la bouche de l'intéressé/l'intéressée, c'est lui-même/elle-même qui me l'a appris;∎ I learned of her resignation at first hand c'est elle-même qui m'a appris sa démission;∎ I haven't (got) the first idea je n'en ai pas la moindre idée;∎ I don't know the first thing about cars je n'y connais absolument rien en voitures;∎ I'll pick you up first thing (in the morning) je passerai te chercher demain matin à la première heure;∎ I'm not at my best first thing in the morning je ne suis pas au mieux de ma forme très tôt le matin;∎ there's a first time for everything il y a un début à tout;∎ to be the first person to do sth être le (la) premier(ère) à faire qch(b) (immediately) tout de suite;∎ first thing after lunch tout de suite après le déjeuner;∎ literary she's past her first youth elle n'est plus de la première jeunesse(c) (most important → duty, concern) premier;∎ the first priority la priorité des priorités;∎ to put first things first commencer par le commencement;∎ first things first! prenons les choses dans l'ordre!;∎ to go back to first principles repartir sur des bases saines2 adverb(a) (before the others → arrive, leave, speak) le (la) premier(ère), en premier;∎ I saw it first! c'est moi qui l'ai vu le (la) premier(ère) ou en premier!;∎ you go first vas-y en premier;∎ ladies first les dames d'abord;∎ women and children first les femmes et les enfants d'abord;∎ Administration last in, first out dernier entré, premier sorti;∎ her career comes first sa carrière passe d'abord ou avant tout;∎ I've never come first with you, have I? tu ne m'as jamais fait passer avant le reste, n'est-ce pas?;∎ to put one's family first faire passer sa famille d'abord ou avant tout;∎ proverb first come first served les premiers arrivés sont les premiers servis;∎ tickets were handed out on a first come first served basis les billets ont été distribués par ordre d'arrivée(b) (firstly, before anything else) d'abord;∎ first, I want to say thank you tout d'abord, je voudrais vous remercier, je voudrais d'abord vous remercier;∎ first prepare the meat préparez d'abord la viande;∎ I need to go to the lavatory first il faut d'abord que j'aille aux toilettes;∎ what should I do first? qu'est-ce que je dois faire en premier?;∎ first hear the arguments, then make up your mind écoutez d'abord les arguments, ensuite vous vous déciderez;∎ she says first one thing then another elle dit d'abord une chose, et puis une autre;∎ I'm a mother first and a wife second je suis une mère avant d'être une épouse∎ we first met in London nous nous sommes rencontrés à Londres;∎ when I first knew him quand je l'ai connu(d) (sooner, rather)∎ I'd die first plutôt mourir;∎ familiar I'll see him damned first or in hell first j'aimerais bien voir ça3 noun∎ the first le (la) premier(ère);∎ he was among the first to realise il a été parmi les premiers à s'en rendre compte;∎ we were the very first to arrive nous sommes arrivés les tout premiers;∎ she was the first in our family to go to university c'était la première de la famille à aller à l'université;∎ he came in an easy first (in race) il est arrivé premier haut la main(b) (achievement) première f;∎ that's a notable first for France c'est une grande première pour la France∎ the first we heard/knew of it was when... nous en avons entendu parler pour la première fois/l'avons appris quand...;∎ it's the first I've heard of it! première nouvelle!∎ the first of May/the month le premier mai/du mois∎ he got a first in economics ≃ il a eu mention très bien en économie;∎ she got a double first in French and Russian ≃ elle a eu mention très bien en français et en russe∎ in first en première;∎ to put the car into first se mettre en première, passer la première∎ first of exchange première f de changeau débutd'abord et surtoutavant touttout d'abord, pour commencerfamiliar pour commencer□du début à la findès le débutd'abord;∎ apply in the first instance to the personnel department adressez d'abord votre demande au service du personnel(a) (referring to a past action) d'abord;∎ why did you do it in the first place? et puis d'abord, pourquoi as-tu fait cela?;∎ I don't understand why he married her in the first place d'abord, je ne comprends pas ce qui a bien pu le pousser à se marier avec elle(b) (introducing an argument) d'abord;∎ in the first place... and in the second place d'abord... et ensuite►► first aid1 noun(UNCOUNT) (technique) secourisme m; (attention) premiers soins mpl;∎ does anyone know any first aid? quelqu'un s'y connaît-il en secourisme?;∎ to give/to receive first aid donner/recevoir les premiers soins(class, manual) de secourisme;first aid box trousse f à pharmacie;first aid certificate brevet m de secourisme;first aid kit trousse f à pharmacie;British first aid post, first aid station poste m de secours;American the First Amendment le premier amendement (de la Constitution des États-Unis garantissant les libertés individuelles du citoyen américain, notamment la liberté d'expression);first cousin cousin(e) m,f germain(e);British first eleven (in soccer, cricket) = les onze meilleurs joueurs sélectionnés pour former l'équipe la plus forte dans un club;American the First Family (presidential family) la famille présidentielle; (in a State) la famille du gouverneur;Sport first half première mi-temps f;First Lady (in US) = femme du président des États-Unis;∎ figurative the first lady of rock/of the detective novel la grande dame du rock/du roman policier;first language langue f maternelle;first love premier amour m;Nautical first mate second m;Politics First Minister (of Scottish Parliament) Premier ministre m;first name prénom m;∎ to be on first name terms with sb appeler qn par son prénom;Theatre first night première f;Law first offender délinquant(e) m,f primaire;Nautical first officer second m;Theatre first performance première f;Grammar first person première personne f;∎ in the first person à la première personne;first principle principe m fondamental ou de base;Finance first quarter (of financial year) premier trimestre m;first refusal préférence f;∎ to give sb first refusal on sth donner la préférence à qn pour qch;∎ I promised Nadine first refusal j'ai promis à Nadine que je lui donnerais la préférence;Cinema first showing première exclusivité f;American the First State = surnom donné au Delaware;Sport first string les meilleurs joueurs mpl (d'une équipe);Sport first team (équipe f) première f;Music first violin (person, instrument) premier violon m;the First World les pays mpl industrialisés;the First World War la Première Guerre mondiale -
110 public
public ['pʌblɪk](a) (of, by the state → education, debt) public;∎ built at public expense construit aux frais du contribuable;∎ to hold public office avoir des fonctions officielles(b) (open or accessible to all → place, meeting) public;∎ was it a public trial? le public pouvait-il assister au procès?;∎ let's talk somewhere less public allons discuter dans un endroit plus tranquille;∎ these gardens are public property! ces jardins appartiennent à tout le monde!(c) (of, by the people) public;∎ the public interest or good le bien ou l'intérêt m public;∎ in the public interest dans l'intérêt du public;∎ public interest in the matter was flagging le public manifestait de moins en moins d'intérêt pour cette affaire;∎ to make a public protest protester publiquement;∎ the increase in crime is generating great public concern la montée de la criminalité inquiète sérieusement la population;∎ to restore public confidence regagner la confiance de la population;∎ a public outcry un tollé général;∎ it created a public scandal ça a provoqué un scandale retentissant;∎ public awareness of the problem has increased le public est plus sensible au problème maintenant;∎ the bill has public support l'opinion publique est favorable au projet de loi(d) (publicly known, open) public;∎ to make sth public rendre qch public;∎ to make a public appearance paraître en public;∎ to go into public life se lancer dans les affaires publiques;∎ she's active in public life elle prend une part active aux affaires publiques;∎ the contrast between his public and his private life le contraste entre sa vie publique et sa vie privée;∎ his first public statement sa première déclaration publique;∎ he made a public denial of the rumours il a démenti publiquement les rumeurs, il a apporté un démenti public aux rumeurs;∎ it's public knowledge that… il est de notoriété publique que…2 adverb∎ the company is going public la société va être cotée en Bourse;∎ to go public with the story raconter toute l'histoire3 nounpublic m;∎ the (general) public le (grand) public;∎ in public en public, publiquement;∎ the public is or are tired of political scandals la population est lasse des scandales politiques;∎ Finance to issue shares to the public placer des actions dans le public;∎ her books reach a wide public ses livres touchent un public très large;∎ the movie-going public les amateurs de ou les gens qui vont au cinéma;∎ the viewing public les téléspectateurs;∎ your public awaits or await you votre public vous attenden public►► American Television public access channel = chaîne du réseau câblé sur laquelle des particuliers peuvent diffuser leurs propres émissions;American Television public access television = chaînes télévisées câblées non commerciales;public affairs affaires fpl publiques;American public assistance aide f sociale;public authorities pouvoirs mpl publics;British public bar salle f de bar (dans un "pub" qui contient deux bars séparés, l'expression désigne le plus populaire des deux);public baths bains mpl publics;public body corporation f de droit public;British public call box cabine f (téléphonique) publique;public company ≃ société f anonyme;British public convenience toilettes fpl publiques;British & French Canadian public corporation entreprise f publique;Finance public debt dette f publique ou de l'État;Finance public deposits = avoirs des différents services du gouvernement britannique à la Banque d'Angleterre;public domain domaine m public;∎ to be in the public domain (publication) être dans le domaine public;Computing public domain software logiciel m (du domaine) public, French Canadian publiciel m;public enemy ennemi m public;∎ public enemy number one ennemi m public numéro un;public examination examen m national de l'enseignement public;public expenditure dépenses fpl publiques;public figure personnalité f très en vue;public finance finances fpl publiques;British public footpath sentier m public;public funds fonds mpl publics;public gallery tribune f réservée au public;public health santé f publique;the public health authorities = administration régionale des services publics de santé;public health clinic centre m d'hygiène publique;public health hazard risque m pour la santé publique;old-fashioned public health inspector inspecteur(trice) m,f sanitaire;public health official représentant(e) m,f de la santé publique;public holiday jour m férié, fête f légale;American public housing logements mpl sociaux, ≃ HLM f inv;American Public Housing Administration = services du logement social aux États-Unis;American public housing project ≃ cité f HLM;Law public indecency outrage m public à la pudeur;∎ to be arrested for public indecency se faire arrêter pour outrage public à la pudeur;public inquiry enquête f officielle;∎ to hold a public inquiry faire une enquête officielle;British public lavatory toilettes fpl publiques;public law droit m public;public lending right = droits que touche un auteur ou un éditeur pour le prêt de ses livres en bibliothèque;public liability responsabilité f civile;public liability insurance assurance f responsabilité civile;public library bibliothèque f municipale;public limited company ≃ société f anonyme;public loan emprunt m public;public money deniers mpl ou fonds mpl publics;public monies deniers mpl de l'État;public nuisance (person) fléau m public, empoisonneur(euse) m,f;∎ the pub's late opening hours were creating a public nuisance (act) les heures d'ouverture tardives du pub portaient atteinte à la tranquillité générale;Stock Exchange public offering offre f publique;public official fonctionnaire mf;public opinion opinion f publique;public opinion poll sondage m (d'opinion);public ownership nationalisation f, étatisation f;∎ most airports are under public ownership la plupart des aéroports appartiennent à l'État;public park jardin m public;Law public prosecutor ≃ procureur m général, ≃ ministère m public;British the public purse le Trésor (public);British Public Record Office ≃ Archives fpl nationales;public relations relations fpl publiques;∎ giving them a free meal was great public relations en leur offrant le repas, nous avons fait un excellent travail de relations publiques;public relations agency, public relations consultancy agence f conseil en communication;public relations consultant conseil m en relations publiques, conseil m en communication;public relations exercise opération f de relations publiques;∎ it was a good public relations exercise ce fut une réussite pour ce qui est des relations publiques;public relations manager directeur(trice) m,f des relations publiques;public relations officer responsable mf des relations publiques;British public schoolboy = élève d'une "public school";British public schoolgirl = élève d'une "public school";public sector secteur m publique;British Finance public sector borrowing requirement = besoins d'emprunt du secteur public non couverts par les rentrées fiscales;Finance public sector deficit déficit m du secteur public;Finance public sector earnings revenus mpl du secteur public;public servant fonctionnaire mf;public service (amenity) service m public ou d'intérêt général; British (civil service) fonction f publique;∎ she's in public service elle est fonctionnaire;∎ Administration our organization performs a public service notre association assure un service d'intérêt général;Stock Exchange public share offer offre f publique de vente;public speaker orateur(trice) m,f;∎ he's a very good public speaker c'est un excellent orateur;public speaking art m oratoire;∎ humorous unaccustomed as I am to public speaking bien que je n'aie pas l'habitude de prendre la parole en public;School public speaking contest concours m d'éloquence;Finance public spending (UNCOUNT) dépenses fpl publiques ou de l'État;public spirit sens m civique, civisme m;American public television (télévision f du) service m public;public transport (UNCOUNT) transports mpl en commun;public transport users usagers mpl des transports en commun;public utility American (company) = société privée assurant un service public et réglementée par une commission d'État; British (amenity) service m public;British public utility company société f d'utilité publique;public works travaux mpl publicsⓘ PUBLIC ACCESS TELEVISION Aux États-Unis, on appelle "public access television" les chaînes télévisées câblées non commerciales mises à la disposition d'organisations à but non lucratif et des citoyens. En 1984, le Congrès adopta le "Cable Communications Policy Act" afin de faire face au problème de la monopolisation des chaînes par un nombre réduit de cablo-opérateurs. Cette loi exige des propriétaires de chaînes câblées qu'ils mettent une chaîne à la disposition des communautés locales ainsi qu'un studio et du matériel d'enregistrement, et qu'ils fournissent également une assistance technique si nécessaire.ⓘ PUBLIC SCHOOL En Angleterre et au pays de Galles, le terme "public school" désigne une école privée de type traditionnel. Certaines de ces écoles (Eton et Harrow, par exemple) sont très prestigieuses et élitistes. Les "public schools" sont censées former l'élite de la nation. Aux États-Unis et parfois en Écosse, le terme désigne une école publique. -
111 hybrid
1. гибридный композиционный материал; гибрид2. гибридныйhybrid input/output — гибридное устройство ввода-вывода
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112 Artificial Intelligence
In my opinion, none of [these programs] does even remote justice to the complexity of human mental processes. Unlike men, "artificially intelligent" programs tend to be single minded, undistractable, and unemotional. (Neisser, 1967, p. 9)Future progress in [artificial intelligence] will depend on the development of both practical and theoretical knowledge.... As regards theoretical knowledge, some have sought a unified theory of artificial intelligence. My view is that artificial intelligence is (or soon will be) an engineering discipline since its primary goal is to build things. (Nilsson, 1971, pp. vii-viii)Most workers in AI [artificial intelligence] research and in related fields confess to a pronounced feeling of disappointment in what has been achieved in the last 25 years. Workers entered the field around 1950, and even around 1960, with high hopes that are very far from being realized in 1972. In no part of the field have the discoveries made so far produced the major impact that was then promised.... In the meantime, claims and predictions regarding the potential results of AI research had been publicized which went even farther than the expectations of the majority of workers in the field, whose embarrassments have been added to by the lamentable failure of such inflated predictions....When able and respected scientists write in letters to the present author that AI, the major goal of computing science, represents "another step in the general process of evolution"; that possibilities in the 1980s include an all-purpose intelligence on a human-scale knowledge base; that awe-inspiring possibilities suggest themselves based on machine intelligence exceeding human intelligence by the year 2000 [one has the right to be skeptical]. (Lighthill, 1972, p. 17)4) Just as Astronomy Succeeded Astrology, the Discovery of Intellectual Processes in Machines Should Lead to a Science, EventuallyJust as astronomy succeeded astrology, following Kepler's discovery of planetary regularities, the discoveries of these many principles in empirical explorations on intellectual processes in machines should lead to a science, eventually. (Minsky & Papert, 1973, p. 11)5) Problems in Machine Intelligence Arise Because Things Obvious to Any Person Are Not Represented in the ProgramMany problems arise in experiments on machine intelligence because things obvious to any person are not represented in any program. One can pull with a string, but one cannot push with one.... Simple facts like these caused serious problems when Charniak attempted to extend Bobrow's "Student" program to more realistic applications, and they have not been faced up to until now. (Minsky & Papert, 1973, p. 77)What do we mean by [a symbolic] "description"? We do not mean to suggest that our descriptions must be made of strings of ordinary language words (although they might be). The simplest kind of description is a structure in which some features of a situation are represented by single ("primitive") symbols, and relations between those features are represented by other symbols-or by other features of the way the description is put together. (Minsky & Papert, 1973, p. 11)[AI is] the use of computer programs and programming techniques to cast light on the principles of intelligence in general and human thought in particular. (Boden, 1977, p. 5)The word you look for and hardly ever see in the early AI literature is the word knowledge. They didn't believe you have to know anything, you could always rework it all.... In fact 1967 is the turning point in my mind when there was enough feeling that the old ideas of general principles had to go.... I came up with an argument for what I called the primacy of expertise, and at the time I called the other guys the generalists. (Moses, quoted in McCorduck, 1979, pp. 228-229)9) Artificial Intelligence Is Psychology in a Particularly Pure and Abstract FormThe basic idea of cognitive science is that intelligent beings are semantic engines-in other words, automatic formal systems with interpretations under which they consistently make sense. We can now see why this includes psychology and artificial intelligence on a more or less equal footing: people and intelligent computers (if and when there are any) turn out to be merely different manifestations of the same underlying phenomenon. Moreover, with universal hardware, any semantic engine can in principle be formally imitated by a computer if only the right program can be found. And that will guarantee semantic imitation as well, since (given the appropriate formal behavior) the semantics is "taking care of itself" anyway. Thus we also see why, from this perspective, artificial intelligence can be regarded as psychology in a particularly pure and abstract form. The same fundamental structures are under investigation, but in AI, all the relevant parameters are under direct experimental control (in the programming), without any messy physiology or ethics to get in the way. (Haugeland, 1981b, p. 31)There are many different kinds of reasoning one might imagine:Formal reasoning involves the syntactic manipulation of data structures to deduce new ones following prespecified rules of inference. Mathematical logic is the archetypical formal representation. Procedural reasoning uses simulation to answer questions and solve problems. When we use a program to answer What is the sum of 3 and 4? it uses, or "runs," a procedural model of arithmetic. Reasoning by analogy seems to be a very natural mode of thought for humans but, so far, difficult to accomplish in AI programs. The idea is that when you ask the question Can robins fly? the system might reason that "robins are like sparrows, and I know that sparrows can fly, so robins probably can fly."Generalization and abstraction are also natural reasoning process for humans that are difficult to pin down well enough to implement in a program. If one knows that Robins have wings, that Sparrows have wings, and that Blue jays have wings, eventually one will believe that All birds have wings. This capability may be at the core of most human learning, but it has not yet become a useful technique in AI.... Meta- level reasoning is demonstrated by the way one answers the question What is Paul Newman's telephone number? You might reason that "if I knew Paul Newman's number, I would know that I knew it, because it is a notable fact." This involves using "knowledge about what you know," in particular, about the extent of your knowledge and about the importance of certain facts. Recent research in psychology and AI indicates that meta-level reasoning may play a central role in human cognitive processing. (Barr & Feigenbaum, 1981, pp. 146-147)Suffice it to say that programs already exist that can do things-or, at the very least, appear to be beginning to do things-which ill-informed critics have asserted a priori to be impossible. Examples include: perceiving in a holistic as opposed to an atomistic way; using language creatively; translating sensibly from one language to another by way of a language-neutral semantic representation; planning acts in a broad and sketchy fashion, the details being decided only in execution; distinguishing between different species of emotional reaction according to the psychological context of the subject. (Boden, 1981, p. 33)Can the synthesis of Man and Machine ever be stable, or will the purely organic component become such a hindrance that it has to be discarded? If this eventually happens-and I have... good reasons for thinking that it must-we have nothing to regret and certainly nothing to fear. (Clarke, 1984, p. 243)The thesis of GOFAI... is not that the processes underlying intelligence can be described symbolically... but that they are symbolic. (Haugeland, 1985, p. 113)14) Artificial Intelligence Provides a Useful Approach to Psychological and Psychiatric Theory FormationIt is all very well formulating psychological and psychiatric theories verbally but, when using natural language (even technical jargon), it is difficult to recognise when a theory is complete; oversights are all too easily made, gaps too readily left. This is a point which is generally recognised to be true and it is for precisely this reason that the behavioural sciences attempt to follow the natural sciences in using "classical" mathematics as a more rigorous descriptive language. However, it is an unfortunate fact that, with a few notable exceptions, there has been a marked lack of success in this application. It is my belief that a different approach-a different mathematics-is needed, and that AI provides just this approach. (Hand, quoted in Hand, 1985, pp. 6-7)We might distinguish among four kinds of AI.Research of this kind involves building and programming computers to perform tasks which, to paraphrase Marvin Minsky, would require intelligence if they were done by us. Researchers in nonpsychological AI make no claims whatsoever about the psychological realism of their programs or the devices they build, that is, about whether or not computers perform tasks as humans do.Research here is guided by the view that the computer is a useful tool in the study of mind. In particular, we can write computer programs or build devices that simulate alleged psychological processes in humans and then test our predictions about how the alleged processes work. We can weave these programs and devices together with other programs and devices that simulate different alleged mental processes and thereby test the degree to which the AI system as a whole simulates human mentality. According to weak psychological AI, working with computer models is a way of refining and testing hypotheses about processes that are allegedly realized in human minds.... According to this view, our minds are computers and therefore can be duplicated by other computers. Sherry Turkle writes that the "real ambition is of mythic proportions, making a general purpose intelligence, a mind." (Turkle, 1984, p. 240) The authors of a major text announce that "the ultimate goal of AI research is to build a person or, more humbly, an animal." (Charniak & McDermott, 1985, p. 7)Research in this field, like strong psychological AI, takes seriously the functionalist view that mentality can be realized in many different types of physical devices. Suprapsychological AI, however, accuses strong psychological AI of being chauvinisticof being only interested in human intelligence! Suprapsychological AI claims to be interested in all the conceivable ways intelligence can be realized. (Flanagan, 1991, pp. 241-242)16) Determination of Relevance of Rules in Particular ContextsEven if the [rules] were stored in a context-free form the computer still couldn't use them. To do that the computer requires rules enabling it to draw on just those [ rules] which are relevant in each particular context. Determination of relevance will have to be based on further facts and rules, but the question will again arise as to which facts and rules are relevant for making each particular determination. One could always invoke further facts and rules to answer this question, but of course these must be only the relevant ones. And so it goes. It seems that AI workers will never be able to get started here unless they can settle the problem of relevance beforehand by cataloguing types of context and listing just those facts which are relevant in each. (Dreyfus & Dreyfus, 1986, p. 80)Perhaps the single most important idea to artificial intelligence is that there is no fundamental difference between form and content, that meaning can be captured in a set of symbols such as a semantic net. (G. Johnson, 1986, p. 250)Artificial intelligence is based on the assumption that the mind can be described as some kind of formal system manipulating symbols that stand for things in the world. Thus it doesn't matter what the brain is made of, or what it uses for tokens in the great game of thinking. Using an equivalent set of tokens and rules, we can do thinking with a digital computer, just as we can play chess using cups, salt and pepper shakers, knives, forks, and spoons. Using the right software, one system (the mind) can be mapped into the other (the computer). (G. Johnson, 1986, p. 250)19) A Statement of the Primary and Secondary Purposes of Artificial IntelligenceThe primary goal of Artificial Intelligence is to make machines smarter.The secondary goals of Artificial Intelligence are to understand what intelligence is (the Nobel laureate purpose) and to make machines more useful (the entrepreneurial purpose). (Winston, 1987, p. 1)The theoretical ideas of older branches of engineering are captured in the language of mathematics. We contend that mathematical logic provides the basis for theory in AI. Although many computer scientists already count logic as fundamental to computer science in general, we put forward an even stronger form of the logic-is-important argument....AI deals mainly with the problem of representing and using declarative (as opposed to procedural) knowledge. Declarative knowledge is the kind that is expressed as sentences, and AI needs a language in which to state these sentences. Because the languages in which this knowledge usually is originally captured (natural languages such as English) are not suitable for computer representations, some other language with the appropriate properties must be used. It turns out, we think, that the appropriate properties include at least those that have been uppermost in the minds of logicians in their development of logical languages such as the predicate calculus. Thus, we think that any language for expressing knowledge in AI systems must be at least as expressive as the first-order predicate calculus. (Genesereth & Nilsson, 1987, p. viii)21) Perceptual Structures Can Be Represented as Lists of Elementary PropositionsIn artificial intelligence studies, perceptual structures are represented as assemblages of description lists, the elementary components of which are propositions asserting that certain relations hold among elements. (Chase & Simon, 1988, p. 490)Artificial intelligence (AI) is sometimes defined as the study of how to build and/or program computers to enable them to do the sorts of things that minds can do. Some of these things are commonly regarded as requiring intelligence: offering a medical diagnosis and/or prescription, giving legal or scientific advice, proving theorems in logic or mathematics. Others are not, because they can be done by all normal adults irrespective of educational background (and sometimes by non-human animals too), and typically involve no conscious control: seeing things in sunlight and shadows, finding a path through cluttered terrain, fitting pegs into holes, speaking one's own native tongue, and using one's common sense. Because it covers AI research dealing with both these classes of mental capacity, this definition is preferable to one describing AI as making computers do "things that would require intelligence if done by people." However, it presupposes that computers could do what minds can do, that they might really diagnose, advise, infer, and understand. One could avoid this problematic assumption (and also side-step questions about whether computers do things in the same way as we do) by defining AI instead as "the development of computers whose observable performance has features which in humans we would attribute to mental processes." This bland characterization would be acceptable to some AI workers, especially amongst those focusing on the production of technological tools for commercial purposes. But many others would favour a more controversial definition, seeing AI as the science of intelligence in general-or, more accurately, as the intellectual core of cognitive science. As such, its goal is to provide a systematic theory that can explain (and perhaps enable us to replicate) both the general categories of intentionality and the diverse psychological capacities grounded in them. (Boden, 1990b, pp. 1-2)Because the ability to store data somewhat corresponds to what we call memory in human beings, and because the ability to follow logical procedures somewhat corresponds to what we call reasoning in human beings, many members of the cult have concluded that what computers do somewhat corresponds to what we call thinking. It is no great difficulty to persuade the general public of that conclusion since computers process data very fast in small spaces well below the level of visibility; they do not look like other machines when they are at work. They seem to be running along as smoothly and silently as the brain does when it remembers and reasons and thinks. On the other hand, those who design and build computers know exactly how the machines are working down in the hidden depths of their semiconductors. Computers can be taken apart, scrutinized, and put back together. Their activities can be tracked, analyzed, measured, and thus clearly understood-which is far from possible with the brain. This gives rise to the tempting assumption on the part of the builders and designers that computers can tell us something about brains, indeed, that the computer can serve as a model of the mind, which then comes to be seen as some manner of information processing machine, and possibly not as good at the job as the machine. (Roszak, 1994, pp. xiv-xv)The inner workings of the human mind are far more intricate than the most complicated systems of modern technology. Researchers in the field of artificial intelligence have been attempting to develop programs that will enable computers to display intelligent behavior. Although this field has been an active one for more than thirty-five years and has had many notable successes, AI researchers still do not know how to create a program that matches human intelligence. No existing program can recall facts, solve problems, reason, learn, and process language with human facility. This lack of success has occurred not because computers are inferior to human brains but rather because we do not yet know in sufficient detail how intelligence is organized in the brain. (Anderson, 1995, p. 2)Historical dictionary of quotations in cognitive science > Artificial Intelligence
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