[Video Tutorial Series] Graph Theory: From Beginner to Intermediate - Dardev
I am planning to post all solutions of CSES graph series ; while also discussing the necessary theory involved.
Update: I reuploaded the first 12 videos with better audio quality . All audios are good now.
Here is the entire playlist: Graph Theory Introduction Part 1 :: Overview and Representations of Graph - YouTube
Intro part 1: Graph Theory Introduction Part 1 :: Overview and Representations of Graph - YouTube
Intro part 2: Graph Theory Introduction Part 2 :: DFS and BFS - YouTube
CSES 1: Counting Rooms(1192): Graph 01: Counting Rooms (CSES 1192) :: Graph Theory: Flood Fill, DFS on a Grid, CSES 01 - YouTube
CSES 2: Labyrinth(1193): Graph 06: Labyrinth:: BFS on a Grid (CSES Graph 02: 1193) - YouTube
CSES 3: Building Roads: Graph 02: Building Roads :: Min Cost to Connect Graph with Unweighted Edges. (CSES Graph 03: 1666) - YouTube
CSES 4: Message Route Graph 05: Message Route :: BFS in Undirected. Single Source Shortest Path. (CSES Graph 04: 1667) - YouTube
CSES 5: Building Teams: Graph 03: Building Teams :: Graph Theory: Bipartite Graph, 2 Color Problem, CSES Graphs 05: 1668 - YouTube
CSES 6: Round Trip: Graph 04: Round Trip :: Cycle Retrieval, Cycle Detection, Undirected Graph, CSES 06: 1669 - YouTube
CSES 7: Monsters: Graph 07: Monsters :: Lava Flow, Multi-source BFS, BFS on a Grid (CSES 07: 1194) - YouTube
Theory Time: Heaps Part 1 — Intro to Heaps, Trees, Rooting a Tree, Binary Tree, Complete Binary Tree Graph 8.1: Heaps 1:: Intro to Heaps, Trees, Rooting a Tree, Binary Tree, Complete Binary Tree - YouTube
Theory Time: Heaps Part 2 — Inserting, Retrieving, Heapfication into Heap Graph 8.2: Heaps 2:: Inserting into, Retrieving from a Binary Min Heap. Heapfication. - YouTube
Theory Time: Heaps Part 3 — Flattening Heap into Vector. Navigating a Flattened Tree Graph 8.3: Heaps 3:: Flattening Heap into Vector. Navigating a Flattened Tree - YouTube
CSES 8: Shortest Routes I: 09 Graph Theory:: Dijkstra's Algorithm with CSES 08 Shortest Routes I (1671) - YouTube
CSES 9: Shortest Routes II: 11 Graph Theory:: Floyd Warshalls with CSES 9 Shortest Routes II (1672) All Source Shortest Paths - YouTube
CSES 10: High Score: 10 Graph Theory:: Bellman Ford's Algorithm with CSES 10 High Score (1673) - YouTube
CSES 11: Flight Discount: 12 Graph Theory:: Dijkstras with CSES 11 Flight Discount (1195) Single Source Shortest Path Modified - YouTube
CSES 12: Cycle Finding: 14 Graph Theory:: Bellman-Ford with CSES 12 Cycle Finding (1197) Retrieve Negative Cycle - YouTube
CSES 13: Flight Routes: 13 Graph Theory:: Dijkstras with CSES 13 Flight Routes (1196) Single Source Shortest PathS Modified - YouTube
CSES 14: Round Trip II: 15 Graph Theory:: DFS with Stack to Retrieve Cycle in Directed Graph CSES Round Trip II 1678 - YouTube
CSES 15: Course Schedule: 16 Graph Theory:: Topological Sort with CSES: Course Schedule 1679 - YouTube
CSES 16: Longest Flight Route: Graph 17: Longest Flight Route :: Modified Dijkstras(CSES 16: 1680) - YouTube
CSES 17: Game Routes: Graph 19: Game Routes:: Topological Sorting(CSES 17: 1681) - YouTube
CSES 18: Investigation: Graph 18: Investigation:: Modified Dijkstras(CSES 18: 1202) - YouTube
CSES 19: Planet Queries I
Planet Queries II
Very underrated. Your explanations are amazing!
I liked how you submitted your single source BFS code to prove that it won’t work.
Thanks! I am glad you are following the series.
Here are the updates:
I solved another CSES problem: Lava Flow and Multisource BFS - YouTube
Introduction to Trees, Binary Trees, Min/Max Heaps, Flattening a Tree into a Vector - YouTube
I made an introductory video 00 to make things even simpler - YouTube
I am reuploading the solution to the first problem, for greater audio clarity and better explanation/presentation - YouTube
Today I will try and share Dijkstra theory while solving the next CSES problem.
Language dependent or independent videos ?
I explain concepts in English. But my implementation is in C++, I explain every critical aspect of code though. Just check it out, you’ll like it.
This video series is really helpful! I am really excited about this series and will keep posting updates to support you. I just finished the first two videos. Nice explanation of BFS and DFS on the grid.
Thanks a lot for you effort and hard work. It is really helpful for the coding comminity.
Thank you guys. Please subscribe! Its a humble request . Will post more videos soon.
Hey please try to make a few more videos on Dijkstra algo, with some interesting problems
Done with Dijkstra:: 09 Graph Theory:: Dijkstra's Algorithm with CSES 08 Shortest Routes I (1671) - YouTube
Do give feedback, please!
I will be adding Bellman-Ford and solving more problems starting tomorrow.
Please keep following this series to improve your understanding of graph theory.
Hey, can you help me with this problem?
Check out my DFS
See what i did there? I created a global vector idx and did the following to track the edge being currently explored.
When I come back, I don’t start checking ALL neighbours of vertex ‘u’. I simply continue from where I left. Hope that makes sense?
If we don’t take care of this, we will search ALL edges every time in the following case. I am calling this graph a flower-with-petal graph. Only seven petals in this graph, but imagine what happens if there are 10^5 petals (with O(N^2) complexity)
If it doesn’t I am not going to type out more here. I try to make a Eulerian Circuit video on priority and explain this aspect clearly.
Watch out for this video series: - YouTube
Hey guys! Just solved another problem for you guys: High Score and this time we study the “Bellman-Ford” Algorithm.
Hope you’ll love it.
one of the best graph theory tutorial is by Code N Code
CSES Problem Set
Round trip ii.
- Time limit: 1.00 s
- Memory limit: 512 MB
Byteland has n cities and m flight connections. Your task is to design a round trip that begins in a city, goes through one or more other cities, and finally returns to the starting city. Every intermediate city on the route has to be distinct.
The first input line has two integers n and m : the number of cities and flights. The cities are numbered 1,2,\dots,n .
Then, there are m lines describing the flights. Each line has two integers a and b : there is a flight connection from city a to city b . All connections are one-way flights from a city to another city.
First print an integer k : the number of cities on the route. Then print k cities in the order they will be visited. You can print any valid solution.
If there are no solutions, print "IMPOSSIBLE".
Constraints
- 1 \le n \le 10^5
- 1 \le m \le 2 \cdot 10^5
- 1 \le a,b \le n
Graph Algorithms
Learn Data Structures and Algorithms
Round Trip (CSES)
Problem link: https://cses.fi/problemset/task/1669
Problem statement: Byteland has n cities and m roads between them. Your task is to design a round trip that begins in a city, goes through two or more other cities, and finally returns to the starting city. Every intermediate city on the route has to be distinct.
The first input line has two integers n and m : the number of cities and roads. The cities are numbered 1,2,…,n. Then, there are m lines describing the roads. Each line has two integers a and b : there is a road between those cities. Every road is between two different cities, and there is at most one road between any two cities.
First print an integer k: the number of cities on the route. Then print k cities in the order they will be visited. You can print any valid solution. If there are no solutions, print “IMPOSSIBLE”.
In the given input format the graph will look like
Here we need to find out the cycle in the graph if the cycle is not exit then we need to return word IMPOSSIBLE and if there is cycle we need to print the length of the cycle and also print the cycle
So First We need to find out the cycle , but how?? To find cycle we need to traverse graph so lets take it as dfs and now while traversing if the upcomming child is visited then there are only two things that’s possible one is it can be a parent , but if it is not a parent then it will be aldready visted then this makes it as a cycle
If you do not know how to find out whether there is cycle print cycle you can go learn from this following blog Cycle_Detection_in_Graphs and try to solve the both practise problems
Related Post
Number of good paths (leetcode).
Greatest Common Divisor Traversal (Leetcode)
Bricks falling when hit (leetcode), 2 thoughts on “round trip (cses)”.
[…] CESS-Round Trip […]
[…] you have understood above concept . then try this famous problemCESS-Round Trip – In this problem you need to find out the cycle in undirected graph and print the […]
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Segment Trees
Dfs in trees, dp on trees.
USACO Forum
Cses nested ranges count.
I am trying to solve this problem from CSES problem set and I’ve not been able to come up even with a half decent idea after spending around 2 hours on it.
I tried to google and read AC’ed solutions but can’t comprehend the approach taken.
Can someone just describe their approach?
let a range be called (start, end)
if we sort the ranges by their start , we can find the number of ranges that contain x by querying the number of ranges y that satisfy y.start \leq x.start and y.end \geq x.end . This fits our situation because if we sort the ranges, then we guarantee that y.start \leq x.start must be true. Thus, we can use a DS like a Binary indexed tree to query the number of ranges that satisfy y.end >= x.end .
counting the number of ranges that x contain is similar.
Thanks a lot for replying.
What does the Binary Indexed Tree store in this case? IIRC, I can query a BIT to get sum of elements in a subarray defined by indexs i and j or update and element at index i , both these operation can be done in \mathcal{O(\log n)} using BIT.
The code that you provided what is BIT storing?
BIT stores the # of ranges
count[x] = BIT.query(x.end, INF) is querying the number of ranges before x that satisfy y.end>=x.end .
BIT.add(x.end, 1); increments that counter for x
Thanks a lot. I got the gist of your approach finally but I ended up solving it using pbds ordered set(a slight modification to use it as ordered multiset)
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A topological sort of a directed acyclic graph is a linear ordering of its vertices such that for every directed edge u\to v u → v from vertex u u to vertex v v, u u comes before v v in the ordering. There are two common ways to topologically sort, one involving DFS and the other involving BFS. Resources. CSA. Topological Sorting.
Byteland has n cities and m roads between them. Your task is to design a round trip that begins in a city, goes through two or more other cities, and finally...
Contribute to mrsac7/CSES-Solutions development by creating an account on GitHub. Accepted solutions of CSES problemset. Contribute to mrsac7/CSES-Solutions development by creating an account on GitHub. ... 1678 - Round Trip II; 1679 - Course Schedule; 1680 - Longest Flight Route; 1681 - Game Routes; 1202 - Investigation; 1750 - Planets Queries ...
how to solve grid problems. Here is an additional trick for grid problems. Specifically for problems where the input is some kind of maze with # for "blocked" cells and . for "free" cells. I like the approach of using the dx and dy arrays but the possible function feels clunky to me in some problems.. Instead I put a "frame" made out of # around the whole grid.
CSES 14: Round Trip II: 15 Graph Theory:: DFS with Stack to Retrieve Cycle in Directed Graph CSES Round Trip II 1678 - YouTube. CSES 15: Course Schedule: 16 Graph Theory:: Topological Sort with CSES: Course Schedule 1679 - YouTube. CSES 16: Longest Flight Route: Graph 17: Longest Flight Route :: Modified Dijkstras(CSES 16: 1680) - YouTube
Your task is to design a round trip that begins in a city, goes through two or more other cities, and finally returns to the starting city. Every intermediate city on the route has to be distinct. Input. The first input line has two integers n and m: the number of cities and roads. The cities are numbered 1,2,\dots,n.
Accepted solutions of CSES problemset. Contribute to mrsac7/CSES-Solutions development by creating an account on GitHub.
Your task is to design a round trip that begins in a city, goes through one or more other cities, and finally returns to the starting city. Every intermediate city on the route has to be distinct. Input. The first input line has two integers n and m: the number of cities and flights. The cities are numbered 1,2,\dots,n.
Learn how to design a round trip that visits two or more cities in Byteland using graphs and depth-first search. Solve the CSES problem with algoner.com.
Currently I am practicing on cses advance techniques section using the approach described above. The first half was not quite bad, I solved some of them by myself, the others I tried to google some relevant stuff and i actually found the new techniques that I needed and learned them. But the last half was a nightmare, I wasted a lot of time ...
CSES - Flight Routes. Time Complexity: \mathcal {O} (mk\log (mk)) O(mklog(mk)) Maintain a priority queue of the k k best distances found for each vertex. We'll iterate through the adjacency list of each vertex at most k k times. Stuck on a problem, or don't understand a module? Join the USACO Forum and get help from other competitive programmers!
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if we sort the ranges by their start, we can find the number of ranges that contain x by querying the number of ranges y that satisfy y.start \leq x.start and y.end \geq x.end. This fits our situation because if we sort the ranges, then we guarantee that y.start \leq x.start must be true. Thus, we can use a DS like a Binary indexed tree to ...
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Baltic OI - Easy. Focus Problem - try your best to solve this problem before continuing! A 0/1 BFS finds the shortest path in a graph where the weights on the edges can only be 0 or 1, and runs in \mathcal {O} (V + E) O(V + E) using a deque. Read the resource below for an explanation of how the algorithm works.
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const int MAXN = 100001; const ll MAX = 0x3f3f3f3f3f3f3f3f; const int MOD = int(1e9) + 7; vector<pair<ll, int>> edge[MAXN]; A free collection of curated, high-quality competitive programming resources to take you from USACO Bronze to USACO Platinum and beyond. Written by top USACO Finalists, these tutorials will guide you through your ...
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CSES - Game Routes. Author s: Andrew Wang, Sofia Yang. Language: C++. Edit This Page. Appears In. Gold - Topological Sort. View Problem Statement. Time Complexity: \mathcal {O} (N+M) O(N +M) This problem is very similar to the "Longest Flight Route" problem discussed earlier in this module.
For every road that is built, we unite the two cities the road connects. If the union is successful, then two different connected components have been joined into one, and thus the number of connected components decreases by 1. Our second subproblem is finding the size of the largest connected component each day.
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