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Cercetări operaţionale Noţiuni introductive Cercetări Cercetări opera opera ţ ţ ionale ionale No No ţ ţ iuni iuni introductive introductive Marina Gorunescu Marina Gorunescu [email protected] [email protected]

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Page 1: Cercet ri opera ionale Cercetări operaţionale No iuni ...gorunescu/courses/curs/curs1.pdf · operationale. Problem solving. Problem solving. Problem solving. Exemplu-procesul de

Cercetări operaţionaleNoţiuni introductive

CercetăriCercetări operaoperaţţionaleionaleNoNoţţiuniiuni introductiveintroductive

Marina GorunescuMarina [email protected]@inf.ucv.ro

mailto:[email protected]
Page 2: Cercet ri opera ionale Cercetări operaţionale No iuni ...gorunescu/courses/curs/curs1.pdf · operationale. Problem solving. Problem solving. Problem solving. Exemplu-procesul de

Ştiinţa managementului, o ramură a cercetărilor

operationale

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Page 4: Cercet ri opera ionale Cercetări operaţionale No iuni ...gorunescu/courses/curs/curs1.pdf · operationale. Problem solving. Problem solving. Problem solving. Exemplu-procesul de
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Problem solving

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Problem solving

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Problem solving

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Exemplu-procesul de luare a deciziilor

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Exemplu

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Modelul matematic al exempluluiprezentat

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Graficul fluxuluimodelului

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Model determinist

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Model stochastic

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Pregătirea datelor

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Exemplu

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Soluţia optimă a modelului

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Exemple

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Programare liniară

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Exemplu

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Aplicaţii tipice de programare liniară

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Programare liniarăMetoda grafică

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Aflarea soluţiei optime

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Probleme de programare liniară cemaximizează funcţia obiectiv

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Mulţimea soluţiiloradmisibile

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Problemă de programare liniarăce minimizează funcţia obiectiv

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Variabile de surplus

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Soluţii optimale alternative

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Exemplu

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Soluţii inexistente

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Exemplu

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Cîteva aplicaţii ale programării liniare

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Marketing

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Finanţe

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Exemplu

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Repartizarea forţei de muncă

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Exemplu

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Algoritmul simplex

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Exemplu

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Exemplu

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Exemplu

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Exemplu

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Minimizarea funcţieiobiectiv

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Exemplu

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Soluţii inexistente

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Soluţii alternative optimale


8. Regresia liniara - Departamentul de Matematicămath.ucv.ro/~gorunescu/courses/curs/8.pdf · de regresie polinomialäíh acelasi cadran . regresia polinomiala timp.numar sute de

stock problem

Problem Ere Gresi e

No iuni introductive Noţiuni introductive - math.ucv.romath.ucv.ro/~gorunescu/courses/curs/csc1.pdfFunctiile joaca un rol ñndamental in matematica: stiinte: inginene: economie_ Functia

Proiectul Comenius “PREVENTING DRUG ADDICTION IS EVERYBODY’S PROBLEM” Parteneri : Spania

Solving Problems by Searching - Santa Clara Universitytschwarz/COEN266/Searching.pdf · Recurring Sample Problem: Navigating Rumania Giurgiu Urziceni Hirsova Eforie Neamt Oradea Zerind

Marina Gorunescu [email protected] - Departamentul de …math.ucv.ro/~gorunescu/courses/en/curs/7.pdf · analiza discriminant. ... utilizând ecuatia de regresie ... iscul de a face

Dobrescu N L Aspecte Problem at Ice Pentru Comunicarea Intercultural A

1. Notiuni introductive - Departamentul de Matematicămath.ucv.ro/~gorunescu/courses/EDA/curs1EDA.pdfDatele categoriale sunt de două tipuri: date nominale şi date ordinale Observaţii

MetodeMetode regresiveregresive - math.ucv.romath.ucv.ro/~gorunescu/courses/curs/curs2.pdf · MetodeMetode regresiveregresive Marina Gorunescu ... Despre prognoză. aplicatii

Diferentiabilitate - Universitatea din Craiovamath.ucv.ro/~gorunescu/courses/curs/diferentiabilitate.pdfReguli de calcul al diferentialei exemple puncte de extrem ale unei functii

Problem Ele

Electric i en i Problem e 2008

Serii - math.ucv.romath.ucv.ro/~gorunescu/courses/en/CS/curs3.pdf · Serii alternante. Criteriul lui Leibniz. Exemplu. Exemplu. Serie de funcţii. Convergenta punctuală . Exemplu

stiripesurse.roadministra iei publice române tiadmin.stiripesurse.ro/media/other/201606/media-146714005294401100.pdf · Cazier judiciar accesibil online Problem Simpli care Cazierul

Mihai-Adrian Mirela Gorunescu Neagu Alexandru Sitaru Radu ... prevazute in legi speciale Ed. 4... · coord. Mihai-Adrian Hotca Mirela Gorunescu Norel Neagu psminic George Pop Alexandru

mastocitozaweb.files.wordpress.com · mancarimi, dureri osoase, osteoporoza, oboseala, slabiciune, anxietate/depresie si problem cognitive. Simptomele mastocitozei sunt foarte variabile

50 DE FELICITĂRI ORIGINALE - Surprize WOW · the only sane and satisfactory answer to the problem of human existence. -Eric Fromm

LIMBA ŞI LITERATURA MODERNĂ (A) (FRANCEZĂ) – …cis01.central.ucv.ro/litere/oferta-educationala/studii...Băjenaru, C., Gorunescu, Elena, 1974, Exercitii de gramatica franceza,

1. Instalatii de Ventilare Si Climatizare - Cap 01 - Problem

Abordari cantitative în luarea deciziilor - math.ucv.romath.ucv.ro/~gorunescu/courses/en/curs/Abordari cantitative in luarea... · Abordări cantitative în luarea deciziilor Abord

5. Tehnici exploratorii multivariate - math.ucv.romath.ucv.ro/~gorunescu/courses/EDA/curs5EDA.pdf · psihologie (e.g. psihometlie — C. Spearman), $iintele sociale, ... datele. factoran

system 2 google 2402 uld have a problem for the readers t

Serii temporale completare - Universitatea din Craiovamath.ucv.ro/~gorunescu/courses/curs/Serii temporale...Netezirea exponentiala Prognoza utilizand trend-ul Prognoza utilizand trend-ul

Clustering - Universitatea din Craiovamath.ucv.ro/~gorunescu/courses/EDA/curs4EDA.pdf · 2012. 10. 22. · Prezentäm o aplicatie referitoare la cancerul hepatic. Consideräm un lot

Problem Solving - Bogdan Aron EcomTeam 2016

2. Modele regresive - Departamentul de Matematicămath.ucv.ro/~gorunescu/courses/EDA/curs2EDA.pdf · Un model predictiv creeazä, pe baza tuturor informatiilor (datelor) primite,

Marina Gorunescu [email protected]/~gorunescu/courses/curs/curs5.pdf · problema juridica si sociala. riscul asteptat. exemplu. regula de decizie bayesiana. clasificarea naiva

Specializarea Franceza A - Universitatea din Craiova ...cis01.ucv.ro/litere/site_franceza/teaching_package/... · Web viewBăjenaru, C., Gorunescu, Elena, 1974, Exercitii de gramatica

Marina Gorunescu [email protected]/~gorunescu/courses/curs/7.pdf · utilizând ecuatia de regresie pentru cei cu vârsta sub 40 ani fatä de cei peste copul de a compara probabilitätile

Problem e Poo

Integrale Integrale curbiliniicurbilinii - math.ucv.romath.ucv.ro/~gorunescu/courses/curs/csc7.pdf · IntegraleIntegrale curbiliniicurbilinii Marina Gorunescu ... Integrale curbilinii

Calcul stiintific 5.Functii continue - math.ucv.romath.ucv.ro/~gorunescu/courses/curs/functii_continue.pdf · Pentru a vizualiza rezultatul cunoscut. sm vom tabela pentru Inceput

Problem Ere Creative

PROIECT ERASMUS + KA 1 ,,STOP BULLYING,CONTEAZA … · 2019-12-11 · proiect erasmus + ka 1 ,,stop bullying,conteaza fiecare copil ... 2. problem solving and decision making - limassol,