Description

This course is a first-year graduate course in algorithms. Emphasis is placed on fundamental algorithms and advanced methods of algorithmic design, analysis, and implementation. Techniques to be covered include amortization, randomization, fingerprinting, word-level parallelism, bit scaling, dynamic programming, network flow, linear programming, fixed-parameter algorithms, and approximation algorithms. Domains include string algorithms, network optimization, parallel algorithms, computational geometry, online algorithms, external memory, cache, and streaming algorithms, and data structures. This course is a first-year graduate course in algorithms. Emphasis is placed on fundamental algorithms and advanced methods of algorithmic design, analysis, and implementation. Techniques to be covered include amortization, randomization, fingerprinting, word-level parallelism, bit scaling, dynamic programming, network flow, linear programming, fixed-parameter algorithms, and approximation algorithms. Domains include string algorithms, network optimization, parallel algorithms, computational geometry, online algorithms, external memory, cache, and streaming algorithms, and data structures.

Subjects

amortization | amortization | randomization | randomization | fingerprinting | fingerprinting | word-level parallelism | word-level parallelism | bit scaling | bit scaling | dynamic programming | dynamic programming | network flow | network flow | linear programming | linear programming | fixed-parameter algorithms | fixed-parameter algorithms | approximation algorithms | approximation algorithms | string algorithms | string algorithms | network optimization | network optimization | parallel algorithms | parallel algorithms | computational geometry | computational geometry | online algorithms | online algorithms | external memory | external memory | external cache | external cache | external streaming | external streaming | data structures | data structures

License

Content within individual OCW courses is (c) by the individual authors unless otherwise noted. MIT OpenCourseWare materials are licensed by the Massachusetts Institute of Technology under a Creative Commons License (Attribution-NonCommercial-ShareAlike). For further information see http://ocw.mit.edu/terms/index.htm

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An oesophagostomy tube in a cat presenting with head trauma secured with a chinese finger-trap suture

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svmsvet | cat | head | trauma | cats | feline | felines | face | headtrauma | rta | roadtrafficaccident | catheadtrauma | felineheadtrauma | facialtrauma | catfacialtrauma | headinjury | facialinjury | felineheadinjury | felinefacialinjury | rtainvestigation | rtaassessment | b0064 | jaw | mandible | malocclusion | jawinjury | jawmalocclusion | jawmalalignment | mandibulartrauma | catjawtrauma | fracture | jawfracture | mandibularfracture | brokenjaw | catjawfracture | catbrokenjaw | catmandibularfracture | generalanaesthesia | ga | anaesthesia | anaesthetic | catanaesthesia | oesophagostomytube | feedingtube | catoesophagostomytube | oesophagostomytubeplacement | catfeedingtube | radiograph | oesophagostomyposition | chinesefingertrap | chinesefingertrapsuture | oesophagostomytubefix | oesophagostomytubesuture

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An oesophagostomy tube in a cat presenting with head trauma secured with a chinese finger-trap suture

Subjects

svmsvet | cat | head | trauma | cats | feline | felines | face | headtrauma | rta | roadtrafficaccident | catheadtrauma | felineheadtrauma | facialtrauma | catfacialtrauma | headinjury | facialinjury | felineheadinjury | felinefacialinjury | rtainvestigation | rtaassessment | b0064 | jaw | mandible | malocclusion | jawinjury | jawmalocclusion | jawmalalignment | mandibulartrauma | catjawtrauma | fracture | jawfracture | mandibularfracture | brokenjaw | catjawfracture | catbrokenjaw | catmandibularfracture | generalanaesthesia | ga | anaesthesia | anaesthetic | catanaesthesia | oesophagostomytube | feedingtube | catoesophagostomytube | oesophagostomytubeplacement | catfeedingtube | radiograph | oesophagostomyposition | chinesefingertrap | chinesefingertrapsuture | oesophagostomytubefix | oesophagostomytubesuture

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woman | blur | face | hat | sepia | mouth | fur | nose | eyes | hands | head | mark | finger | coat | fingers | grain | blouse | criminal | crime | ear | mysterious | mugshot | lip | unusual | upright | striking | society | seated | policestation | crease | attentive | arrested | prisoner | frill | northshields | imprisoned | holdinghand | socialstatus | publicrecords | neutralbackground | socialheritage | policerecord | 190216 | northshieldspolicecourt | maudmgarmey | criminalfacesofnorthshieldsthewomen | northshieldspolicestation | 8november1905

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fingers | fingers | m16 | m16 | constellation | constellation | hst | hst | eaglenebula | eaglenebula | hubblespacetelescope | hubblespacetelescope | pillarsofcreation | pillarsofcreation | wfpc | wfpc | widefieldplanetarycamera | widefieldplanetarycamera | serpensevaporatinggaseousglobules | serpensevaporatinggaseousglobules

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Name: Maud M. Garmey Arrested for: not given Arrested at: North Shields Police Station Arrested on: 8 November 1905 Tyne and Wear Archives ref: DX1388-1-37-Maud M Garmey The Shields Daily News for 8 November 1905 reports: "ALLEGED THEFT BY A GIRL Maud M. Garney (17), belonging to Jarrow, was remanded for eight days on a charge of having stolen a large number of domestic articles, the property of Augustis Maccellari, from the Tyne Hotel, Clive Street, where she had been employed a week". The Shields Daily News for 15 November 1905 reports: "THEFT BY A DOMESTIC AT NORTH SHIELDS At North Shields Police Court today, Maud M. Garney (17), residing in Jarrow, was charged on remand, with having stolen, on the 7th inst. from the Tyne Hotel, Clive Street, three bedsheets, a pillow case, and several other household articles, valued at £1 4s 2d, the property of Augustaf Maccelari. The wife of the prosecutor stated that the accused was in the service of her husband as a domestic servant. On the 7th inst. she missed several household articles, which she valued at £1 4s 2d, and gave information to the police. The articles produced were the property of her husband. Jane Elizabeth Robson, a single woman, residing on the Ranter's Bank, stated that on the 7th inst. the accused came to her house and asked to be taken in. She acceded to her request. Prisoner had with her a lot of things which witness afterwards handed over to the police. Inspector Thornton said he arrested prisoner and charged her with the theft. She replied: "Yes, I took them". Chief Constable Huish stated that he had had an interview with the relatives of the accused, who resided in Jarrow. They thought she should be sent to a home and with the assistance of the Police Court Missionary (Mr Macpherson), a home had been found for her. He asked the magistrates to deal with her under the First Offenders' Act and bind her over to come up for judgement if called upon within twelve months on her promising to go into the home. Accused gave her consent and the magistrates bound her over." These images are a selection from an album of photographs of prisoners brought before the North Shields Police Court between 1902 and 1916 in the collection of Tyne & Wear Archives (TWA ref DX1388/1). This set contains mugshots of boys and girls under the age of 21. This reflects the fact that until 1970 that was the legal age of majority in the UK. (Copyright) We're happy for you to share this digital image within the spirit of The Commons. Please cite 'Tyne & Wear Archives & Museums' when reusing. Certain restrictions on high quality reproductions and commercial use of the original physical version apply though; if you're unsure please email archives@twmuseums.org.uk.

Subjects

prisoner | crime | criminal | northshields | policestation | mugshot | imprisoned | arrested | hat | maudmgarmey | socialheritage | woman | fur | coat | blouse | attentive | striking | unusual | sepia | society | publicrecords | policerecord | seated | upright | hands | finger | fingers | face | head | eyes | nose | ear | mouth | lip | neutralbackground | northshieldspolicestation | 8november1905 | 190216 | mysterious | socialstatus | grain | crease | mark | blur | holdinghand | frill | theft | domesticservant

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These images belong to the Parsons? ?Women Labourers? photograph album, taken at Parsons? Works on Shields Road during the First World War. (TWAM ref: 2402) The factory was founded by engineer Charles Parsons, best known for his invention of the steam turbine. In 1914, with the outbreak of war, Parsons? daughter Rachel, one of the first three women to study engineering at Cambridge, replaced her brother on the board of directors, and took on a role in the training department of the Ministry of Munitions, supporting the increasing amount of women taking on jobs in industry to support the war effort. More information about Rachel Parsons and Parsons? Works can be found in Great North Greats a guest post by David Wright. (copyright) We?re happy for you to share these digital images within the spirit of The Commons. Please cite 'Tyne & Wear Archives & Museums' when reusing. Certain restrictions on high quality reproductions and commercial use of the original physical version apply though; if you're unsure please email archives@twmuseums.org.uk

Subjects

ww1 | firstworldwar | war | worlife1915 | parsons | munitions | women | female | labourers | work | factory | heaton | newcastle | industrialheritage | industry | blackandwhitephotograph | archives | documentation | digitalimage | northeastofengland | newcastleupontyne | unitedkingdom | brushboxes | fillingout | boxes | tools | bench | components | parsons??womenlabourers? | parsons?works | shieldsroad | engineer | charlesparsons | inventor | steamturbine | rachelparsons | engineering | cambridge | boardofdirectors | trainingdepartment | ministryofmunitions | wareffort | wartime | greatnorthgreats | davidwright | womenofthewar | 191418 | blur | grain | mark | glare | outline | attentive | standing | debris | wall | floor | fabric | crease | precision | fascinating | interesting | unusual | pocket | working | clothing | hair | fingers | shoulder | finger | hand | trade | production | structure | assembly

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portrait | portrait | man | man | male | male | eye | eye | hat | hat | shirt | shirt | scarf | scarf | handwriting | handwriting | mouth | mouth | hair | hair | neck | neck | beard | beard | screw | screw | nose | nose | chalk | chalk | pattern | pattern | hand | hand | arm | arm | serious | serious | terrace | terrace | head | head | timber | timber | finger | finger | board | board | coat | coat | chest | chest | leg | leg | surreal | surreal | moustache | moustache | criminal | criminal | crime | crime | cap | cap | ear | ear | mugshot | mugshot | trousers | trousers | lip | lip | material | material | cloth | cloth | shoulder | shoulder | seated | seated | tynemouth | tynemouth | policestation | policestation | crease | crease | attentive | attentive | felony | felony | accused | accused | waistcoat | waistcoat | suspicious | suspicious | loitering | loitering | prisoner | prisoner | witness | witness | fascinating | fascinating | digitalimage | digitalimage | backlane | backlane | frontstreet | frontstreet | northshields | northshields | johnclark | johnclark | imprisoned | imprisoned | metalplate | metalplate | northtyneside | northtyneside | socialhistory | socialhistory | blackandwhitephotograph | blackandwhitephotograph | criminalrecord | criminalrecord | publicrecords | publicrecords | neutralbackground | neutralbackground | suspiciousbehaviour | suspiciousbehaviour | northshieldspolicecourt | northshieldspolicecourt | criminalfacesofnorthshieldsthemen | criminalfacesofnorthshieldsthemen | northshieldspolicestation | northshieldspolicestation | 1902and1916 | 1902and1916 | 9march1905 | 9march1905 | regno19 | regno19

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portrait | portrait | man | man | blur | blur | male | male | eye | eye | face | face | hat | hat | leaves | leaves | shirt | shirt | scarf | scarf | mouth | mouth | hair | hair | nose | nose | interesting | interesting | hand | hand | arm | arm | head | head | mark | mark | sinister | sinister | finger | finger | coat | coat | leg | leg | grain | grain | captured | captured | footprints | footprints | surreal | surreal | moustache | moustache | criminal | criminal | crime | crime | cap | cap | portraiture | portraiture | ear | ear | button | button | mugshot | mugshot | unusual | unusual | shoulders | shoulders | 1906 | 1906 | theft | theft | seated | seated | policestation | policestation | crease | crease | rhubarb | rhubarb | attentive | attentive | miner | miner | accused | accused | arrested | arrested | stealing | stealing | prisoner | prisoner | fascinating | fascinating | charged | charged | marketgarden | marketgarden | northshields | northshields | northtyneside | northtyneside | socialhistory | socialhistory | blackframe | blackframe | offence | offence | courtcase | courtcase | blackandwhitephotograph | blackandwhitephotograph | criminalrecord | criminalrecord | publicrecords | publicrecords | neutralbackground | neutralbackground | newspaperreport | newspaperreport | thomasstrong | thomasstrong | chirton | chirton | northshieldspolicecourt | northshieldspolicecourt | minerstoken | minerstoken | criminalfacesofnorthshieldsthemen | criminalfacesofnorthshieldsthemen | 19021916 | 19021916 | northshieldspolicestation | northshieldspolicestation | theshieldsdailynews | theshieldsdailynews | mrsisterton | mrsisterton | pcraskew | pcraskew | 1june1906 | 1june1906

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fingers | fingers | egg | egg | nebula | nebula | hst | hst | hubblespacetelescope | hubblespacetelescope | serpens | serpens | pillarsofcreation | pillarsofcreation | wfpc | wfpc | widefieldplanetarycamera | widefieldplanetarycamera | evaporatinggaseousglobules | evaporatinggaseousglobules | m16constellation | m16constellation

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boy | boy | portrait | portrait | blur | blur | eye | eye | face | face | hat | hat | scarf | scarf | mouth | mouth | hair | hair | nose | nose | child | child | hand | hand | arm | arm | head | head | finger | finger | coat | coat | chest | chest | leg | leg | grain | grain | captured | captured | crime | crime | cap | cap | button | button | mugshot | mugshot | trousers | trousers | unusual | unusual | striking | striking | seated | seated | crease | crease | attentive | attentive | arrested | arrested | arrest | arrest | bullring | bullring | fascinating | fascinating | digitalimage | digitalimage | labourer | labourer | premises | premises | unlawful | unlawful | breakandenter | breakandenter | socialhistory | socialhistory | blackandwhitephotograph | blackandwhitephotograph | janehall | janehall | accomplices | accomplices | neutralbackground | neutralbackground | chargesdismissed | chargesdismissed | lenient | lenient | courthearing | courthearing | 190216 | 190216 | northshieldspolicecourt | northshieldspolicecourt | northshieldspolicestation | northshieldspolicestation | theshieldsdailynews | theshieldsdailynews | criminalfacesofnorthshieldschildren | criminalfacesofnorthshieldschildren | 2november1905 | 2november1905 | 9november1905 | 9november1905 | misssarahhall | misssarahhall | newpaperreport | newpaperreport | thomascraigie | thomascraigie | sergeanthall | sergeanthall

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portrait | portrait | man | man | blur | blur | male | male | eye | eye | wall | wall | scarf | scarf | mouth | mouth | hair | hair | nose | nose | person | person | interesting | interesting | scary | scary | hand | hand | adult | adult | arm | arm | unitedkingdom | unitedkingdom | mark | mark | finger | finger | coat | coat | chest | chest | leg | leg | grain | grain | surreal | surreal | swedish | swedish | moustache | moustache | criminal | criminal | fabric | fabric | crime | crime | cap | cap | button | button | mugshot | mugshot | trousers | trousers | facialhair | facialhair | unusual | unusual | pocket | pocket | shoulder | shoulder | seated | seated | policestation | policestation | crease | crease | punishment | punishment | attentive | attentive | arrested | arrested | prisoner | prisoner | digitalimage | digitalimage | swede | swede | northshields | northshields | indecency | indecency | imprisoned | imprisoned | behaviour | behaviour | conduct | conduct | prisontime | prisontime | convicted | convicted | northtyneside | northtyneside | socialhistory | socialhistory | blackframe | blackframe | blackandwhitephotograph | blackandwhitephotograph | northeastofengland | northeastofengland | neutralbackground | neutralbackground | indecentconduct | indecentconduct | newspaperreport | newspaperreport | northshieldspolicecourt | northshieldspolicecourt | criminalfacesofnorthshieldsthemen | criminalfacesofnorthshieldsthemen | 19021916 | 19021916 | theshieldsdailynews | theshieldsdailynews | bernardandersen | bernardandersen | 15november1905 | 15november1905

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boy | boy | portrait | portrait | woman | woman | face | face | hat | hat | female | female | sisters | sisters | hair | hair | clothing | clothing | interesting | interesting | hand | hand | sad | sad | head | head | mark | mark | finger | finger | fine | fine | grain | grain | mother | mother | daughters | daughters | charles | charles | criminal | criminal | fabric | fabric | crime | crime | archives | archives | mugshot | mugshot | ribbon | ribbon | unusual | unusual | shoulder | shoulder | theft | theft | doormat | doormat | policestation | policestation | punishment | punishment | arrested | arrested | stealing | stealing | prisoner | prisoner | imprisonment | imprisonment | fascinating | fascinating | digitalimage | digitalimage | pawnbrokers | pawnbrokers | privateproperty | privateproperty | charged | charged | seaman | seaman | northshields | northshields | imprisoned | imprisoned | hardship | hardship | northtyneside | northtyneside | socialhistory | socialhistory | blackoutline | blackoutline | neutralbackground | neutralbackground | sepiaphotograph | sepiaphotograph | newspaperreport | newspaperreport | courthearing | courthearing | 190216 | 190216 | northshieldspolicecourt | northshieldspolicecourt | chiefinstigator | chiefinstigator | criminalfacesofnorthshieldsthewomen | criminalfacesofnorthshieldsthewomen | northshieldspolicestation | northshieldspolicestation | theshieldsdailynews | theshieldsdailynews | 6june1906 | 6june1906 | chiefconstablemrjhhuish | chiefconstablemrjhhuish | maryannmarr | maryannmarr | detectivesergeanthall | detectivesergeanthall | subinspectorleitch | subinspectorleitch | maryellenmarr | maryellenmarr | sailorsbag | sailorsbag | maryamarr | maryamarr | sscamelia | sscamelia | josephostens | josephostens | johnpartisgibson | johnpartisgibson | northshieldsrailwaystation | northshieldsrailwaystation | 24january1907 | 24january1907 | alicemaudmarr | alicemaudmarr | johnrsutherland | johnrsutherland | mraocarrjp | mraocarrjp | assistedpolice | assistedpolice

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poverty | poverty | wood | wood | boy | boy | portrait | portrait | blur | blur | face | face | wall | wall | shirt | shirt | youth | youth | scarf | scarf | hair | hair | photography | photography | clothing | clothing | interesting | interesting | eyes | eyes | chair | chair | pattern | pattern | child | child | hand | hand | sad | sad | hole | hole | arm | arm | serious | serious | unitedkingdom | unitedkingdom | head | head | mark | mark | finger | finger | room | room | coat | coat | nail | nail | grain | grain | victorian | victorian | young | young | wear | wear | clothes | clothes | fabric | fabric | jail | jail | archives | archives | trousers | trousers | jumper | jumper | unusual | unusual | pocket | pocket | tear | tear | shoulder | shoulder | theft | theft | seated | seated | unhappy | unhappy | tyneside | tyneside | crease | crease | survival | survival | attentive | attentive | gaol | gaol | villains | villains | stealing | stealing | woolwich | woolwich | newcastleupontyne | newcastleupontyne | fascinating | fascinating | digitalimage | digitalimage | prisoners | prisoners | criminals | criminals | conviction | conviction | 1873 | 1873 | hardship | hardship | hardlabour | hardlabour | socialhistory | socialhistory | northeastengland | northeastengland | convictedcriminal | convictedcriminal | neutralbackground | neutralbackground | sepiaphotograph | sepiaphotograph | bobbinwinder | bobbinwinder | wearingapparel | wearingapparel | criminalsof18711873 | criminalsof18711873 | 1monthprisonterm | 1monthprisonterm | 31march1873 | 31march1873 | edwardfenn | edwardfenn

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victorian | victorian | criminals | criminals | villains | villains | prisoners | prisoners | newcastleupontyne | newcastleupontyne | gaol | gaol | tyneside | tyneside | northeastengland | northeastengland | 1873 | 1873 | jail | jail | child | child | stealing | stealing | theft | theft | young | young | youth | youth | mugshot | mugshot | scotland | scotland | sepiaphotograph | sepiaphotograph | digitalimage | digitalimage | criminalsof18711873 | criminalsof18711873 | portrait | portrait | stephenmonaghan | stephenmonaghan | hardship | hardship | conviction | conviction | 25july1873 | 25july1873 | sentenced | sentenced | 10days | 10days | hardlabour | hardlabour | 3years | 3years | marketweightonreformatory | marketweightonreformatory | unitedkingdom | unitedkingdom | hair | hair | convictedcriminal | convictedcriminal | newcastle | newcastle | socialhistory | socialhistory | chair | chair | interior | interior | room | room | neutralbackground | neutralbackground | wall | wall | seated | seated | grain | grain | mark | mark | attentive | attentive | hand | hand | finger | finger | coat | coat | button | button | scarf | scarf | blur | blur | trousers | trousers | archives | archives | prison | prison

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victorian | victorian | criminals | criminals | crime | crime | villains | villains | prisoners | prisoners | newcastleupontyne | newcastleupontyne | gaol | gaol | tyneside | tyneside | northeastengland | northeastengland | 1873 | 1873 | photography | photography | jail | jail | female | female | laundress | laundress | stealing | stealing | theft | theft | hull | hull | woman | woman | historic | historic | interesting | interesting | unusual | unusual | socialhistory | socialhistory | sepiaphotograph | sepiaphotograph | neutralbackground | neutralbackground | hardship | hardship | archives | archives | grain | grain | blur | blur | wall | wall | unitedkingdom | unitedkingdom | seated | seated | hand | hand | finger | finger | dress | dress | hair | hair | curl | curl | crease | crease | button | button | blouse | blouse | fascinating | fascinating | engaging | engaging | poignant | poignant | frill | frill | decoration | decoration | serious | serious | shoulder | shoulder | selfportrait | selfportrait | mugshot | mugshot | criminalrecords | criminalrecords | publicrecord | publicrecord | criminalsof18711873 | criminalsof18711873 | widow | widow | darkbrown | darkbrown | stealingmoney | stealingmoney | conviction | conviction | 27march1873 | 27march1873 | 2monthshardlabour | 2monthshardlabour | convictedcriminal | convictedcriminal | detail | detail | withdrawn | withdrawn | scary | scary | surreal | surreal | mark | mark | ring | ring | wrinkle | wrinkle | stark | stark

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victorian | victorian | criminals | criminals | crime | crime | villains | villains | prisoners | prisoners | newcastleupontyne | newcastleupontyne | gaol | gaol | tyneside | tyneside | northeastengland | northeastengland | jail | jail | man | man | stealing | stealing | theft | theft | lead | lead | plumber | plumber | samuelsweet | samuelsweet | sepiaphotograph | sepiaphotograph | historic | historic | beard | beard | moustache | moustache | socialhistory | socialhistory | portrait | portrait | criminalsof18711873 | criminalsof18711873 | face | face | conviction | conviction | sentence | sentence | twomonthshardlabour | twomonthshardlabour | 26december1872 | 26december1872 | married | married | convictedcriminal | convictedcriminal | criminal | criminal | prisoner | prisoner | 18711873 | 18711873 | fascinating | fascinating | unusual | unusual | interesting | interesting | northeastofengland | northeastofengland | unitedkingdom | unitedkingdom | neutralbackground | neutralbackground | blur | blur | grain | grain | chair | chair | mark | mark | coat | coat | waistcoat | waistcoat | fabric | fabric | crease | crease | button | button | scarf | scarf | seated | seated | attentive | attentive | eyes | eyes | fingers | fingers | hand | hand | criminalrecord | criminalrecord | archives | archives | digitalimage | digitalimage

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Description

This course is a first-year graduate course in algorithms. Emphasis is placed on fundamental algorithms and advanced methods of algorithmic design, analysis, and implementation. Techniques to be covered include amortization, randomization, fingerprinting, word-level parallelism, bit scaling, dynamic programming, network flow, linear programming, fixed-parameter algorithms, and approximation algorithms. Domains include string algorithms, network optimization, parallel algorithms, computational geometry, online algorithms, external memory, cache, and streaming algorithms, and data structures.

Subjects

amortization | randomization | fingerprinting | word-level parallelism | bit scaling | dynamic programming | network flow | linear programming | fixed-parameter algorithms | approximation algorithms | string algorithms | network optimization | parallel algorithms | computational geometry | online algorithms | external memory | external cache | external streaming | data structures

License

Content within individual OCW courses is (c) by the individual authors unless otherwise noted. MIT OpenCourseWare materials are licensed by the Massachusetts Institute of Technology under a Creative Commons License (Attribution-NonCommercial-ShareAlike). For further information see https://ocw.mit.edu/terms/index.htm

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middleton | textanalysis | fingerprints

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middleton | textanalysis | fingerprints

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middleton | textanalysis | fingerprints

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middleton | textanalysis | fingerprints

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middleton | textanalysis | fingerprints

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Subjects

middleton | textanalysis | fingerprints

License

http://creativecommons.org/licenses/by/2.0/

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Pgogy Webstuff | FlickR

Attribution

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