Lec-24 Traveling Salesman Problem(TSP)

Lecture series on Advanced Operations Research by Prof. G.Srinivasan, Department of Management Studies, IIT Madras. For more details on NPTEL visit nptel.iitm.ac.in

Lecture series on Advanced Operations Research by Prof. G.Srinivasan, Department of Management Studies, IIT Madras. For more details on NPTEL visit nptel.iitm.ac.in

Concierto en Earls Court Inglaterra,Una de Las Tantas Buenas Presentaciones que Hace Muse

www.metivity.com The Traveling Salesman Problem TSP is defined as finding the minimum length of a cyclic path that runs through a list of known cities say n cities. This problem is unfortunately NP-Complete which means there is no efficient algorithm that finds the shortest path except for the one that checks all or too many of the possible paths. It is very popular today to solve this problem by using genetic algorithms and many nice demos can be found over the internet. Problems begin when stochastic hillside climbing gets stuck because too many correct mutations need to appear in order to reach new solutions. This problem can only be partially solved by the use of Transposons or Retrotransposons (Jumping sequences of code or Jumping Genes) and by continuous reduction of the TSP problem to simpler TSP problems. This reduction is unmatched in Nature because multiple evolution environments in the presented model simultaneously exist. Moreover, it is evident that in one out of five simulations, large scale Transposon mutations are insufficient and more complex large scale mutations are required. These were called Insertion Rotation mutations. here is some sample of using the regular GA vs. complex large scale mutations GA (GA1-GA2).
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Other Channels: My Wife: www.youtube.com My Son: www.youtube.com Video Review: www.youtube.com TSP: My Wifes Videos www.youtube.com TSP: Islam - Fun & Humour www.youtube.com TSP: Recitations, My Son and Friends www.youtube.com TSP: Islam Reminders www.youtube.com Dawah Projects: Sahaba - The Companions: Sahaba.net Dawah Work On Facebook www.facebook.com Follow Us: Twitter: twitter.com Digg: digg.com In the name of Allah, Most Gracious, Most Merciful. Bismi Allahi alrrahmani alrraheemi [25:63] And the servants of (Allah) Most Gracious are those who walk on the earth in humility, and when the ignorant address them, they say, "Peace!"; [25:63] WaAAibadu alrrahmaniallatheena yamshoona AAala al-ardi hawnanwa-itha khatabahumu aljahiloona qaloosalaman 38:29 (Here is) a Book which We have sent down unto thee, full of blessings, that they may mediate on its Signs, and that men of understanding may receive admonition. The Holy Bible - New International Version and the Revised Standard Version The Book Of Mormon What Does The Bible Really Teach And a Holy Bible the New World translation, don't mistake its appearnce for anything but respect. It has been read so many times the cover has fallen off. Maqasid Al-Shariah as Philosophy of Islamic Law And of course my favorite book, the holy Quran and the English translation of the meaning of the Quran with commentary. I have chosen some of the religious texts I own to show the tollerance I have for others and their beleifs. Even though I <b>...</b>
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Lecture series on Advanced Operations Research by Prof. G.Srinivasan, Department of Management Studies, IIT Madras. For more details on NPTEL visit nptel.iitm.ac.in

This was a great great match vs a great great guy named TSP the Great. Congratulations on shattering the 1000 subscriber barrier! May many more come. www.youtube.com Alrighty guys. Sorry about 2 vids in 3-4 weeks, I just really haven't felt like playing. School makes me sadface, sitting here for hours every day to talk to my girl makes me get physically tired of sitting here--therefore I don't want to sit here MORE and play D/P. Plus, two people I'm waiting to battle never show up on AIM. . . Anyway. I know you'll enjoy it, thanks for stickin' it out! I take no credit for music used: Knights of Cydonia by Muse (featured from GHIII)
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www.youtube.com Long time friend, long time great player. Definitely sub to him and view all his old stuff. So here we got a match. If you're liking the originality on the team you have THIS guy to thank for it. We were talking about Machamp sets and Gengar sets one day and I just got that creative bug chirping. So we decided after we each made a team and some new guys, play some matches and get comfortable with them and duke it out. While I'm not one to make excuses, I sure wish I could take a swing at Two Face. Environment was messing with me today ; ) ----Don't read below until you've finished the video----- Not like there are much for SPOILERS in here, especially since he uploaded a week or so before I did, but just in case. This is more as a pre-rebuttal against the flamers who will diss on me for whining and bi%^&*ng about the game, as it does look that way I really don't feel like I am. At least, not intentionally. I'm not ACTUALLY mad at TSP or anything, I know my narration is a little negative but I was frustrated and I feel entitled to it. Call me a sore loser, thats fine I won't argue against you, I have a bad habit with little things setting me off. Inherited a quick fuse I guess ; ) We each got some hax, not to say I didn't. A burn on his Flygon out of the blue is certainly nice and he was throwing stones about it, but from my perspective it wasn't TOO huge. I did get some nice Outrage hax (or lack there of) to help me take out a few other guys, but they were <b>...</b>
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Straight-Path.org My Son Is Proud To Be A Muslim, Masha'Allah Islam means "submission" to Allah. The one true creator of the heavens and the earth. This is a response to Roadside2Islams video www.youtube.com Other Channels: My Wife: www.youtube.com My Son: www.youtube.com Video Review: www.youtube.com Sahaba: The Companions Of The Prophet: www.youtube.com TSP: My Wifes Videos www.youtube.com TSP: Islam - Fun & Humour www.youtube.com TSP: Recitations, My Son and Friends www.youtube.com TSP: Islam Reminders www.youtube.com Dawah Projects: Sahaba - The Companions: Sahaba.net Dawah Work On Facebook www.facebook.com Follow Us: Twitter: twitter.com Digg: digg.com
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Website: Sahaba - The Companions: Sahaba.net A history of violence The Petit family were victims of a home invasion and brutal murder. Will sociopath behavior ever be understood? www.msnbc.msn.com Follow Us: Digg: digg.com Twitter: twitter.com Facebook: www.facebook.com Facebook Organization: www.facebook.com Al Mâ'idah: Surah 5. The Table Spread [5:32] Because of this, we decreed for the Children of Israel that anyone who murders any person who had not committed murder or horrendous crimes, it shall be as if he murdered all mankind. And anyone who spares a life, it shall be as if he spared the lives of all mankind. Our messengers went to them with clear proofs and revelations, but most of them, after all this, are still transgressing. Al Baqarah: Surah 2. The Cow [2:178] O ye who believe! the law of equality is prescribed to you in cases of murder; the free for the free, the slave for the slave, the woman for the woman. But if any remission is made by the brother of the slain, then grant any reasonable demand, and compensate him with handsome gratitude, this is a concession and a Mercy from your Lord. After this whoever exceeds the limits shall be in grave penalty.
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The taqiyah, also spelled tagiyah, is a short, rounded cap worn by Muslim men. Also known as the West African name of Kufi. en.wikipedia.org Dawah Projects: Sahaba - The Companions: Sahaba.net Facebook Dawah Group www.facebook.com Previous Video: TSP: Choose Islam - Why Do Non-Muslims Hate That I Am A Muslim? www.youtube.com Follow Us: Twitter: twitter.com Digg: digg.com An Nahl - Surah 16. The Bee [16:125] "Invite (all) to the Way of thy Lord with wisdom and beautiful preaching; and argue with them in ways that are best and most gracious: for thy Lord knoweth best, who have strayed from His Path, and who receive guidance." Yûsuf - Surah 12. Yusuf 12:108 Say thou: "This is my way: I do invite unto Allah,- on evidence clear as the seeing with one's eyes,- I and whoever follows me. Glory to Allah! and never will I join gods with Allah!"
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4 all my sexy ladies. leavin u drippin wet
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Twitter: www.twitter.com This is a cover of TSP, The Small Print. I covered this song before with my previous account but since it is no more available, I gave it a try again. I hope you guys like this one. Severe - Tonefreak effects Sonic Maximizer - BBE HT-5 - Blackstar Cheers! Jason
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This is the first part in a video series on genetic algorithms (GA) in general and in particular my solution to the traveling salesman's problem. Here is a link to part 2 in this video series: www.youtube.com

Straight-Path.org Other Channels My Wife: www.youtube.com My Son: www.youtube.com Video Review: www.youtube.com Sahaba: The Companions Of The Prophet: www.youtube.com TSP: My Wifes Videos www.youtube.com TSP: Islam - Fun & Humour www.youtube.com TSP: Recitations, My Son and Friends www.youtube.com TSP: Islam Reminders www.youtube.com Dawah Projects: Sahaba - The Companions: Sahaba.net Dawah Work On Facebook www.facebook.com Follow Us: Twitter: twitter.com Al Isrâ' - Surah 17. The Night Journey [17:32] "And do not approach unlawful sexual intercourse: Indeed, it is ever an immorality and is evil, opening the way (to other evils)." [17:32] Wala taqraboo alzzina innahu kana fahishatan wasaa sabeelan وَلاَ تَقْرَبُواْ الزِّنَى إِنَّهُ كَانَ فَاحِشَةً وَسَاء سَبِيلاً Study reveals alarming hike in unmarried mothers in Morocco: www.cnn.com
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The Scarlet Pimpernel TV Series (BBC) ___________________________________ Disclaimer: I do NOT own any the images/scenes or music in the video.No copyright or infringement meant. ___________________________________ This is the BBC version of The Scarlet Pimpernel from 1999 with cast: Richard E. Grant as Sir Percy Blakeney/The Scarlet Pimpernel, Elizabeth McGovern as Marguerite Blakeney, Martin Shaw as Paul Chauvelin, Ronan Vibert as Robespierre...
The Scarlet Pimpernel BBC version TV series Richard E. Grant Martin Shaw Damned Bard

The Scarlet Pimpernel TV Series (BBC) ___________________________________ Disclaimer: I do NOT own any the images/scenes or music in the video.No copyright or infringement meant. ___________________________________ This is the BBC version of The Scarlet Pimpernel from 1999 with cast: Richard E. Grant as Sir Percy Blakeney/The Scarlet Pimpernel, Elizabeth McGovern as Marguerite Blakeney, Martin Shaw as Paul Chauvelin, Ronan Vibert as Robespierre...
The Scarlet Pimpernel BBC version TV series Richard E. Grant Martin Shaw Damned Bard

The Scarlet Pimpernel TV Series (BBC) ___________________________________ Disclaimer: I do NOT own any the images/scenes or music in the video.No copyright or infringement meant. ___________________________________ This is the BBC version of The Scarlet Pimpernel from 1999 with cast: Richard E. Grant as Sir Percy Blakeney/The Scarlet Pimpernel, Elizabeth McGovern as Marguerite Blakeney, Martin Shaw as Paul Chauvelin, Ronan Vibert as Robespierre...
The Scarlet Pimpernel BBC version TV series Richard E. Grant Martin Shaw Damned Bard

Haven't put up anything in the longest! Trying to get back into film/edit mode. Figured it'd help to post something. Footage from the summer, hanging out and playing around with m ups/typewritter and push ups. Eric's an incredible person and friend. He's helped me a lot! He's stronger than me in some ways, always pushing his one rep max, hence the shakiness! If you look closely you may be able to see some small details that make a large difference. Enjoy! btw I challenge BEAST!!... to an All-You-Can-Eat Buffet!!! kNYC's Free Spring Trial Program kicks off on April 24th! Lets go! Lets go!!! All the infos on my site. www.rickseedman.com
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This is the second part in the video series on genetic algorithms (GA) in general and in particular on my solution to the traveling salesman's problem.
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snoopboys.webs.com за още БГ РАП sponsored by TSP MUSIC, TEXT, PERFORMANCE by ndoe of dope reach squad TSP and Snoop Boys have no participation yet in the doings of DRS - DRS are much more widespread and have music before we did.
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I have a lot of bits to clean and repair so decided to try simmering my last ran head in tsp tri sodium phosphate and see how it cleaned. Just soaking with a half cup of tsp the grease and carbon came off and it now has the grey gun metal look. I have a bag of nut shells crushed for the media blaster so that should return it to alloy like tone. I have used aluminum cleaner but may leave it blackened as well. After B50 valves and porting up to 1.5" exhaust and opening up inlet like the one on the 441 now. After replacing guides, seems someone put a VW guide in the exhaust of this hear.

This is a B/W battle against the man himself TheShadowProjekt. Long awaited battle between two youtubers with semi long names. 'Nuff said. TSP's channel, sub for awesomeness: www.youtube.com
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Yo guys ReaneyBoy here for our 6th episode of TSP GWK in HD. Hope you guys enjoy it. Rate. Comment. SUBSCRIBE. All killcams are done in public S&D matches. If you want to take part in the next GWK Session, send us a PM with your PSN and we'll invite you when we next do them. Also expect our first commentary coming soon :)
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Brief overview of all empire classes in 'The Old Republic' MMO. Still working on quality so take it easy on us please. Enjoy and leave comments! Part II avaiable at: www.youtube.com Also, if you enjoyed this podcast or hated it, let us know about either by posting here or emailing us at toysoldiersprods@gmail.com . If you want to know more about TSP, please visit our blog at toysoldiersprods.blogspot.com . Thanks!
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tinyurl.com tinyurl.com tinyurl.com ***PLEASE NOTE*** The recipe has been changed due to legal reasons, this is NOT an exact replica. However the flavour will be similar. Ingredients: serves 4 Chicken Marinade 1/2 cup soy sauce 3/4 cup pineapple juice 1/2 tsp ground ginger 1/2 tsp garlic powder 1/2 tsp dry mustard 1/4 cup brown sugar 2 tsp honey pepper to season Sweet Onion sauce 1/2 cup corn syrup 1/4 cup onion, finely diced 1 tbls red wine vinegar 1 tbls white vinegar 1 tsp balsamic vinegar 1 tsp brown sugar 1 tsp milk powder 1/2 tsp lemon juice 1/2 tsp poppy seeds 1/2 tsp garlic powder salt & pepper to season 2 chicken breast, cut into strips 4 6 inch bread subs toppings of your choice ENJOY! ~ Nicko Intro theme to Nicko's Kitchen is from TwistedTim01, Bertofski & AussieGriller Music from Nicko's Kitchen is from www.incompetech.com Used with permission
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Solowy kawałek KWASA reprezentanta grupy TSP - Nastukany rok! Track zasili mixtape Denata, reprezentanta świdnickiego podziemia. Wkrótce grupa TSP rusza z pracami nad nową płytą pt" Tak między nami". Track do ściągnięcia z : www.divshare.com PEACE
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NICKO'S DAILY VIDEO DIARY: www.youtube.com FACEBOOK: www.facebook.com TWITTER: www.twitter.com NICKO'S T-SHIRTS: www.zazzle.com.au Ingredients: serves 2 1 chicken breasts (diced) 1 tsp vinegar 3 tsp hoi sin sauce 1 tsp sugar 2 tsp corn flour (mixed with water) 2 tsp soy sauce 1/2 cup chicken stock 1 tsp sesame oil 1 cup spring onion 2 tsp fresh ginger 2 tsp fresh garlic 2 eggs 1 cup plain flour 3 tsp sesame seeds serve with rice ENJOY! ~ Nicko Music from Nicko's Kitchen is from www.incompetech.com Used with permission
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Pakistani Recipe Ingredients 300g minced meat 3-4 cubes of potato 1 tsp ginger garlic paste 1 green chilli Coriander 1/2 onion, sliced Assorted pieces of garam masala 1/2 tsp zeera 2 tbsp yoghurt 1/2 tsp red chilli powder 1/2 tsp garam masala powder 1/4 tsp haldi/ turmeric salt to taste 1 tsp poppy seeds 1 small tomato chopped and put in microwave 1/4 onion chopped 1 tsp ginger garlic paste 1/2 tsp red chilli powder 1/2 tsp black pepper Salt to taste
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Ekstraklasa jest nasza!!!!!!!!!
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Tuna Mayo Ingredients • 2½ Cups Cooked Short Grain Rice • ½ Cup Tuna in Oil • 2 Tbsp Mayonnaise • ¼ tsp Salt • 1 tsp Sesame Oil • 1 tsp Sesame Seeds • 1 Pinch Black Pepper Tuna Kimchi Ingredients • 2½ Cups Cooked Short Grain Rice • ½ Cup Tuna in Oil • ½ Cup Kimchi • 1 Tbsp Cooking Oil (Canola Oil) • 2 tsp Hot Pepper Powder • ¼ tsp Sugar • ⅛ tsp Salt • 1 tsp Sesame Oil • 1 tsp Sesame Seeds Yield: 10 Servings
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Pakistani Recipe Ingredients 3 tbsp yoghurt 1 tsp tomato paste 1/4 tsp haldi/ turmeric 1/4 tsp red chilli powder 1/2 tsp coriander powder 1 onion chopped 8-9 cloves garlic Few methi seeds 1 stem of curry leaves Oil Salt to taste 1 tsp of lemon 1 fillet of fish Fish Marinade 1/4 tsp red chilli poweder 1/4 tsp haldi/ turmeric Salt to taste 1/2 tsp coriander powder 1/2 cup coconut milk
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INGREDIENTS Main: 1/4 Cup Ground Beef 1/4 Cup Korean Radish Side-dish (Moosaengchae) 1/4 Cup Kimchi 2 Handful Bean Sprout 1 Handful Gosari 1/3 (Carrot, Zucchini, Cucumber, Onion) 2~3 Leaves Lettuce 1/2 Green Onion 1 Egg 1 Sheet Dried Seaweed 2 Bowls Cooked Rice For the Beef: 1/2 tsp (Sugar, Cooking Wine, Soy Sauce, Sesame Oil) 1 clove Minced Garlic, 1 Pinch (Salt, Black Pepper) For the Gosari: 1/4 Onion, 2 tsp Soy Sauce, 1 tsp Sesame Oil, 1/2 Tbsp Olive Oil, 1/2 tsp Minced Garlic For the Bean Sprouts: 1/2 tsp Sesame Oil, 1 Pinch Salt For the Bibimbap Sauce: 3 Tbsp Red Pepper Paste, 1/4 tsp Soy Sauce, 1 tsp (Vinegar, Sugar), 3/4 tsp Sesame Seeds, 1 tsp Sesame Oil, 1/2 tsp Minced Garlic Yield: 2 Servings For the video: Artist: Son, Dam-bi Title: Bad boy (instrumental) / 반대말

The spices flavour the meat wonderfully and it will smell heavenly in your house while you are cooking this. There are "porketta" bingos here at some local bars in the Italian neighbourhood where if you win, you get a delicious porketta sandwich. Leftovers make fantastic sandwiches. 1 tbsp fennel seeds 1/2 tsp onion powder 1/2 tsp garlic powder 1 tsp dried oregano 1 tbsp dill seeds 1 or 2 tsp black pepper 1 tsp lemon pepper seasoning 1 tsp kosher salt 1/4 tsp crushed red pepper flakes 1 tsp Italian seasonings Place all seasonings into plastic bag and pound until most of the seeds are crushed or use a mortar and pestle. Wash and dry roast. Insert 4-5 whole garlic cloves into the meat. Rub olive olive on roast and then rub with the seasoning mix. Bake at 325 degrees in a covered roast pan for 1- 1 1/2 hour until done (internal temp. of 160F) You can add potatoes and carrots to roasting pan and season with dried thyme. I add my veggies at beginning of cooking time and they are very cooked. If you prefer less mushy veggies, add carrots in last hour and potatoes in last 40 minutes or so. Uncover roast for last 1/2 hour to brown and crisp exterior if desired.
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Pakistani recipe Ingredient 1/4 onion chopped 1 tsp ginger garlic paste 2 medium sized tomato chopped 1 small cup of pre-boiled/canned chick peas 1 tsp achar/ mixed picked 2 medium sized potato 1/2 tsp salt 1/2 tsp zeera 1/2 tsp mustard seeds 1/4 tsp haldi/ turmeric 1/2 tsp red chilli powder Few seeds of onion seeds 1/2 tsp of sauf/ aniseed Ground up coriander seeds Coriander Sliced green chilli
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Main Ingredients: Buckwheat Noodles for NaengMyun, 10 oz Beef, 2 Hard Boiled Eggs, 1 Asian Pear, Some Pickled Radish and Cucumber, Some Sesame Seeds Beef Broth Ingredients: 4 oz Korean Radish, 12 Cups Water, ½ Onion, 2 Green Onions, 6 Garlic Cloves,1 Finger Nail Sized Piece of Ginger, 5 Pieces Kelp (1×2 inch), ½ tsp Peppercorns, 2 tsp Soup Soy Sauce, 1 tsp Salt, 1 Tbsp Sugar, 1½ Tbsp Vinegar Pickled Radish Ingredients: 8 oz Korean Radish, 1 tsp Salt, 1 Tbsp Sugar, 1 Tbsp Vinegar, 1 tsp Red Pepper Powder, (Yield: 1 Cup) Pickled Cucumber Ingredients: 1 Cup Cucumber, ½ tsp Salt, 2 tsp Sugar, 2 tsp Vinegar (Yield: ⅔ Cup) Yield : 3-4 Servings Special Music "밤샘 찬가" by "Musign" Thank you !!!
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