Convex Optimization: contraction mapping

Hey I need your help. I'm currently learning convex optimization in university and all that's thrown at me is lemmas and definitions but I don't really get the things behind the scenes. For example: What is the goal of contraction mapping in relation to convex optimization? It must has to do something with the fact that a contraction mapping has one unique fixed point (if Banach can be applied)

I would like to get a brief understanding first and then deeper dives into it but those mathematics publications are not the right start for me I feel like.

Thanks in advance. Hope this is a good subreddit for it otherwise please refer me to others.

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πŸ‘€︎ u/opensourcesblog
πŸ“…︎ Apr 14 2019
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Example for a Contraction Mapping?

Hey guys, currently learning the contraction mapping and I was wondering whether someone could me an example for this definition?

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πŸ‘€︎ u/Conedaro
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Is there an intuitive way of understanding the contraction mapping theorem?
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πŸ‘€︎ u/DodgeEverything
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Contraction Mapping and max function

$f: \Bbb R \mapsto \Bbb R$

$g: \Bbb R \mapsto \Bbb R$

$h: \Bbb R \mapsto \Bbb R$

$h:=\max\{f(x), g(x)\}$

Is $h$ a contraction on $ \Bbb R$ if $f$ and $g$ are both so?

First attempts of mine -although they are not very fruitful- is the following:

since every contraction mapping is Lipschitz cont's and hence uniformly cont's, and I just proved that $h$ is uniformly cont's if $f$ and $g$ are so, $h$ could be a contraction if $f$ and $g$ are so.

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πŸ‘€︎ u/1jstern
πŸ“…︎ Mar 04 2019
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Using 1960s satellite images, Jason Ur of Harvard is mapping ancient sites & landscapes around Iraq capital - He’s identified 1,200 potential sites. This isn't about excavating, but creating a map of all sites in a region, breaking it down by time, to see growth & contraction of each site. phys.org/news/2012-11-anc…
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πŸ‘€︎ u/anutensil
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The contraction mapping theorem says that a contraction mapping has a unique fixed point under iteration, and that any point will converge to the fixed point. Here is an example with Sierpinski's Triangle.
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πŸ‘€︎ u/devious_carpet
πŸ“…︎ Mar 27 2013
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Question related to Contraction Mapping Theorem

http://math.stackexchange.com/questions/1826987/example-of-contraction-mapping-theorem-failing-for-strict-metric-map

Is there an example of f:[0,1]β†’[0,1] s.t. |f(x)βˆ’f(y)|<|xβˆ’y|

but a sequence x0,f(x0),f2(x0)... doesn't converge to its fixed point?

We can easily show that there is a unique fixed point, but I don't know what to do from here. I feel like any counterexample would be non-differentiable, but I'm not sure.

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πŸ‘€︎ u/davikrehalt
πŸ“…︎ Jun 17 2016
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[topology] Contraction mapping fixed point theorem

I need some help with this proof.

Let (X,d) be a compact metric space. Let f: X -> X be continuous. Let f be a contraction mapping. (then d(f(x),f(y)) <= d(x,y) for all x,y in X). Show there is a unique fixed point, f(x) =x.

Attempt at proof: First since X is compact d(x,y) is bounded. This is because otherwise you could take the open cover (B(x,1),B(x,2),B(x,3),....) for some x in X, and this open cover has no finite cover.

Now we define f^{1}: X ->f^{1} (x) and in general f^{n}: f^{n-1} (x) ->f^{n}(x)

Now if f^{n} has more than one point, then f^{n+1} is strictly contained in f^{n}.

Pf: f^{n} is compact, as X is compact and f is continuous and images of compact spaces are compact. Now take x,y in f^{n} x not equal to y. and d(x,y) is maximized. (this is possible since d(x,y) is bounded in X by above)

At least one of x,y does not belong in f^{n+1}. This is because f is a contraction mapping, so d(f(z),f(w)) <= d(z,w) for all z,w in f^{n}, therefore d(x,y) is never attained in f^{n+1}. Therefore at least one of x,y does not belong in f^{n+1}

At this point I'm not sure how to proceed... I'd like to say that eventually f^{k} has only one point in it and that point is the fixed point but I don't believe that is possible.

Any help is welcome.

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πŸ‘€︎ u/linuxisgreat
πŸ“…︎ Nov 30 2014
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Real life contraction mappings

Kind of a cool theorem in real analysis: A contraction mapping is a mapping of a metric space X into X such that d(f(x),f(y))< c*d(x,y) where c<1 for all x,y in X. In complete metric spaces, contraction mappings leave exactly one point fixed. I'm trying to think of a real life situation that can be viewed as a contraction mapping in which this theorem would apply (for instance in R^3)

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πŸ‘€︎ u/nchillz
πŸ“…︎ Mar 17 2013
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Contraction mapping principle to solve differential equations (for visibility)

How can I use the contraction mapping principle (sometimes known as successive approximations?) to solve differential equations? If I know differential equation, say f' = f + 1, and an initial condition such as f(0) = 1, how could I solve it with CMP?

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πŸ‘€︎ u/poundcakejumpsuit
πŸ“…︎ Nov 24 2014
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I've just started NG+ and have looted pretty much 95% of all the maps on the normal run. For NG+, am I still advised to loot everything? Or can I just focus on the quests, contracts etc?
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πŸ‘€︎ u/Commander_Wolfe
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After 9 months...i'm almost done with Michigan map πŸ˜…. Just few more contracts to go😁! Best game ever! reddit.com/gallery/rtrpsi
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πŸ‘€︎ u/domeldui
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It took about 1000 hours but it is done, I have 100%ed* Hitman WOA. [All Challenges, all DLC, All Featured Contracts Rewards, every target SASO] - I am SO excited for more maps in 2022! reddit.com/gallery/rgw8t5
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πŸ‘€︎ u/ShaMedic
πŸ“…︎ Dec 15 2021
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New β€˜Weather’ idea: Contracts are an hour long, I think it would be neat to play on a β€˜Sun Set’ map, where it starts off as day time and then slowly transitions to night over 30-45 minutes.

I’m sure there are technical limitations and other items to consider, but thought I’d share the idea with the community!

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πŸ‘€︎ u/3FreePacks
πŸ“…︎ Jan 01 2022
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Just did a treasure map. Found the chest, opened it, got the reward - no money, gold or tonics. Worth contracting r* support for? Cheated out of at least 100 and a gold bar.

Edit: Thanks folks! Turned out I just didn't use the right chest. Ah well, can't unsend the hateful carrier pigeon messages I sent to R*.

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πŸ‘€︎ u/TobertRohnson
πŸ“…︎ Dec 04 2021
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I’ve practically explored every question mark on the map and sold everything I possibly can. Is there any other way to make money? P.S: I’ve finished the game, every contract and quest I could find.
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πŸ‘€︎ u/lmao_3
πŸ“…︎ Jan 14 2022
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I did it. I 100% Snowrunner campaign. Every task, contract, contest: completed. Every truck: owned. Every upgrade: acquired. Every watchtower: explored. Every map: 100%. No mods used, all with vanilla trucks. Took 500 hours. Even included a pic my top 6 choice trucks that got me here reddit.com/gallery/qnxuo6
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πŸ‘€︎ u/CardScientist
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Forgotten Contingency Contract Maps reddit.com/gallery/qtpiha
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πŸ‘€︎ u/jyl555
πŸ“…︎ Nov 14 2021
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Is managing large mappings in the contract expensive?

I plan to have a mapping variable that stores address => uint256. Every time a user interacts with the contract my contract will add to the mapping if the address doesn't exist, check the count if it does exist, update the count at the end of the tx.

This mapping is expected to grow to around 5k. Will this logic add insanely high gas costs to the user as the mapping grows?

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πŸ‘€︎ u/Vellusk
πŸ“…︎ Jan 17 2022
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Big News for $ALPP (Alpine 4 Holdings, Inc.): Drone-Mapping Contract w/ US Army Corps of Engineers + Phase 3 of US Air Force SBIR

Yesterday: Alpine 4 Holdings (ALPP) Subsidiary, Vayu Aerospace Corporation, Advances to Phase 3 of our US Air Force SBIR Allowing for Sole Source Procurement

https://finance.yahoo.com/news/alpine-4-holdings-alpp-subsidiary-165200329.html

Today: Alpine 4 Holdings (ALPP) Subsidiary, Identified Technologies, has Been Awarded a Multi-Year Drone-Mapping Contract with The US Army Corps of Engineers

https://finance.yahoo.com/news/alpine-4-holdings-alpp-subsidiary-154500435.html

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πŸ‘€︎ u/bihesabketab
πŸ“…︎ Nov 18 2021
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1st contact violation due to maps glitch which sent me towards the wrong address. 2nd contract violation due to customer not providing gate code (I could not get inside their gate) and reporting the food as not delivered. Either way I did what I was supposed to do so I’m good with whatever happens.
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πŸ“…︎ Dec 19 2021
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So does anyone know if this is a glitch or something that was added in the contract update? My friend vanishes from the map and when I am in his car (note that he had a bounty on him so he is still visible) his avatar phase in and out of reality. He says he's ''modding'' but I know that's bullshit.

https://reddit.com/link/s2liiz/video/u75835e6ncb81/player

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πŸ‘€︎ u/Spookdonalds
πŸ“…︎ Jan 13 2022
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New contracts for smismass maps

Like we got new maps now so eventually we can get contracts for the smismass maps right?

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πŸ‘€︎ u/popoy10110
πŸ“…︎ Jan 19 2022
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Keep in mind: almost all Solidity contracts have this security issue: storage collisions. Even more so, mappings. medium.com/@provable.laur…
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πŸ‘€︎ u/ctzurcanu
πŸ“…︎ Dec 18 2021
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ViacomCBS Extends Alex Kurtzman’s Contract As They Map Out Star Trek Universe Future On Paramount+ trekmovie.com/2021/08/01/…
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I want to invest big but need reassurance or at least basic info. There is no road map, what date can we expect an Audit on the contract after launch?

No fud I really do want to know. I'm not new in crypto so I don't have the same fearlessness as newer people do when investing in brand new projects here in the crypto space. Looking for reassurance that the contract is clean and safe. Thank you for any basic info on future audit plans.

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πŸ‘€︎ u/safemoon_dude
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Pavia Full Map - AdaHandle - CNFT.IO Smart Contracts - Ada Airplane ?? youtu.be/W1rgkVw-pE0
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πŸ‘€︎ u/livewithoutchains
πŸ“…︎ Dec 16 2021
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Teammates contract pings, etc not showing on map.

I just returned to playing after several months. I noticed that when my teammates ping a contract, vehicle, etc. It shows up but when I pull up the map it doesnt show.

I know that it use to.

Is this a bug, change or a setting I need to fix? On PS5.

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πŸ‘€︎ u/MoeFrappy
πŸ“…︎ Oct 12 2021
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Dead Map Contracts

I've just started working on map contracts (cp_mercenarypark is the first one) but as of writing there are no casual matches, and no community servers using that map. Now I'm aware that this won't always be the case, but what exactly do I do? I tried running my own server for a while although no one joined causing contracts to stay inactive. Just confused as all hell over here after an hour of no hits.

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πŸ‘€︎ u/CyberGamerly
πŸ“…︎ Dec 06 2021
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GTA 5 & Online The Contract DLC update 1.02545 (1.55) - Collision Fix Windy City and Story Mode maps youtu.be/8C9fKMP9sFU
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πŸ‘€︎ u/Encrypted-Reality
πŸ“…︎ Dec 29 2021
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Final Check contract - heavy rock trailers glitched back onto map

I completed the contract legitimately, quite fun actually. However, the two huge trailers are now back on the map after I loaded the game later.

Is there a way to get rid of them?

PC Steam

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πŸ‘€︎ u/ChemicalDruid
πŸ“…︎ Dec 21 2021
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Dartmoor Garden Show [New permanent event, free for all owners of HITMAN 3, will feature new Contracts Mode map] reddit.com/gallery/opcl2x
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πŸ‘€︎ u/ibbz96
πŸ“…︎ Jul 22 2021
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GTA 5 & Online The Contract DLC update 1.02545 (1.55) - Collision Fix Windy City and Story Mode maps youtu.be/8C9fKMP9sFU
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πŸ‘€︎ u/Encrypted-Reality
πŸ“…︎ Dec 28 2021
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GTA 5 & Online The Contract DLC update 1.02545 (1.55) - Collision Fix Windy City and Story Mode maps youtu.be/8C9fKMP9sFU
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πŸ‘€︎ u/Encrypted-Reality
πŸ“…︎ Dec 29 2021
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GTA 5 & Online The Contract DLC update 1.02545 (1.55) - Collision Fix Windy City and Story Mode maps youtu.be/8C9fKMP9sFU
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πŸ‘€︎ u/Encrypted-Reality
πŸ“…︎ Dec 29 2021
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*sigh* β€œViacomCBS Extends Alex Kurtzman’s Contract As They Map Out Star Trek Universe Future On Paramount+” trekmovie.com/2021/08/01/…
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πŸ‘€︎ u/PhilCB7
πŸ“…︎ Aug 01 2021
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UFO Mapped on Polygon, SAME Token Value as ETH Contract? Insanely cheap Gas?

Polygon Contract: 0x57194feaca970A4E98A19C365FE144fB54F657DB

It would be MUCH cheaper gas fees to acquire tokens on Polygon, however I am unsure about how that works exactly, my understanding is the token is an exact mirror and should have the same value, when you wish to move it from Matic back to ETH simply use the bridge (obviously at a later date when the value goes to moon)

I did the same with ELON and so far the token price is exactly the same, but ELON on Coingecko actually states their Polygon address as well as ETH.

Can anyone confirm that it is the exact mirrored value/same token (maybe even a developer??) this would help A TON of people acquire UFO cheap!!!!

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πŸ‘€︎ u/Alwaysdagon
πŸ“…︎ Nov 24 2021
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[Analysis] Contraction Mapping and max function

$f: R \mapsto R$

$g: R \mapsto R$

$h: R \mapsto R$

$h$:= $max${$f(x)$, $g(x)$}

Is $h$ a contraction on $R$ if $f$ and $g$ are both so?

First attemps of mine -although they are not very fruitful- is the following:

since every contraction mapping is Lipschitz cont's and hence uniformly cont's, and i just proved that h is uniformly cont's if f and g are so, h could be a contraction if f and g are so.

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πŸ‘€︎ u/1jstern
πŸ“…︎ Mar 04 2019
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[Analysis] Question regarding continuity of compositions of mappings and contraction.

If g = f compose f, ie: g(x) = f(f(x)) on metric space (X,d) and g is a contraction mapping, how can one show f has a fixed point?

I can ascertain that if g is a contraction, then g is continuous on the metric space it is defined upon, this implied it has a unique fixed point by Banach, ie: there exists z such that g(z) = z, but how can one calculate that f has a fixed point.

If g is continuous, then is f continuous by definition on metric space (X,d)?

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πŸ‘€︎ u/elvaz
πŸ“…︎ Feb 24 2014
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Contraction mapping principle/diff. eq.

How can I use the contraction mapping principle (sometimes known as successive approximations?) to solve differential equations?

If I know differential equation, say f' = f + 1, and an initial condition such as f(0) = 1, how could I solve it with CMP?

πŸ‘︎ 2
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πŸ‘€︎ u/poundcakejumpsuit
πŸ“…︎ Nov 24 2014
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