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tamnd's digital brain — notes, problems, research

43815 notes

CF 102800N - Warmup:Expressway

We have an undirected weighted city graph. Bob always starts at building 1 and wants to reach building n. Each query removes one street temporarily, and we must find the shortest possible route after that street is unavailable.

codeforcescompetitive-programming
CF 102800M - Warmup:Upanishad

We have an array of integers. For each query range [l, r], we look only at the elements inside that segment. For every value that appears in this segment an even number of times, we take that value once and XOR all such chosen values together.

codeforcescompetitive-programming
CF 102800L - Swimmer

Each swimmer moves back and forth in a lane of length m. Every swimmer starts at position 0, swims toward position m, immediately turns around upon reaching it, and repeats this motion forever. The speed of swimmer i is fixed and equal to x[i] meters per second.

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CF 102800H - Curious

We are given an array of positive integers. Every value in the array is at most m. For each query value x, we must count how many ordered pairs (ai, aj) satisfy gcd(ai, aj) = x.

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CF 102800G - Matrix

The matrix starts filled with zeros. For every positive pair (i, j), we perform one operation that flips every cell whose row index is divisible by i and whose column index is divisible by j. A particular cell does not care about operations that do not reach it.

codeforcescompetitive-programming
CF 102800E - Shorten the Array

We repeatedly shorten an array by selecting two adjacent positive values. Those two values are removed and replaced by either a % b or b % a, chosen freely for that operation. Since two elements become one, every operation decreases the array length by exactly one.

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CF 102800A - Chord

Each test case describes three musical notes that are already ordered from the lowest pitch to the highest pitch.

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TAOCP 5.1.4 Exercise 26

We evaluate the integral \[ I_t = \int_{-\infty}^{\infty} x^t \exp(-2x^2) \sqrt{n} \, dx, \] where \(t\) is a nonnegative integer and \(n > 0\) is a constant.

taocpmathematicsalgorithmsvolume-3math-medium
TAOCP 5.1.4 Exercise 25

By Theorem A in this section, there is a bijection between permutations of \(\{1,2,\ldots,n\}\) and ordered pairs \((P,Q)\) of standard Young tableaux of the same shape.

taocpmathematicsalgorithmsvolume-3math-hard
TAOCP 5.1.4 Exercise 21

Let \(\lambda = (n_1, n_2, \dots, n_m)\) be a **strict partition**, i.

taocpmathematicsalgorithmsvolume-3hm-research
TAOCP 5.1.4 Exercise 22

**Solution** Let \(\lambda = (n_1, n_2, \dots, n_m)\) be a partition with \(n_1 \ge n_2 \ge \dots \ge n_m \ge 1\).

taocpmathematicsalgorithmsvolume-3math-project
TAOCP 5.1.4 Exercise 19

We are asked for the number of ways to fill an array whose first row has \(n_1-2\) boxes, second row \(n_2\) boxes, third row \(n_3\) boxes, …, with the numbers \(1,2,\dots,N-2\) (where \(N=n_1+\cdots...

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TAOCP 5.1.4 Exercise 20

Let \(T\) be a rooted tree with \(n\) nodes.

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TAOCP 5.1.4 Exercise 17

Let \(\Delta(x_1,\dots,x_n)\) denote the Vandermonde determinant \[ \Delta(x_1,\dots,x_n)=\prod_{1\le i<j\le n}(x_j-x_i).

taocpmathematicsalgorithmsvolume-3hm-medium
TAOCP 5.1.4 Exercise 18

Let $\Delta(x_1,\dots,x_n)$ denote the Vandermonde determinant We are to evaluate, for $m\ge 0$, the sum Consider the Vandermonde matrix

taocpmathematicsalgorithmsvolume-3hm-hard
TAOCP 5.1.4 Exercise 16

The partial ordering (39) is defined on the pairs \((q_i, p_i)\) of the two-line array \[ \begin{pmatrix} q_1 & q_2 & \cdots & q_n \\ p_1 & p_2 & \cdots & p_n \end{pmatrix} = \begin{pmatrix} 1 & 3 & 5...

taocpmathematicsalgorithmsvolume-3math-simple
TAOCP 5.1.4 Exercise 15

We are given the multiset \(M = \{1\cdot a,\; m\cdot b,\; n\cdot c\}\) and we want to count its permutations that satisfy the following prefix condition: > reading the permutation from left to right,...

taocpmathematicsalgorithmsvolume-3math-hard
TAOCP 5.1.3 Exercise 28

The expected length \(z_m\) of the \(m\)th ascending run in a random infinite sequence of distinct numbers is \[ z_m = \sum_{k=m}^{\infty} \frac{1}{k!

taocpmathematicsalgorithmsvolume-3hm-hard
TAOCP 5.1.3 Exercise 27

Let \(F(n,k)\) denote the number of increasing forests on the vertex set \(\{1,2,\dots,n\}\) that have exactly \(k+1\) leaves.

taocpmathematicsalgorithmsvolume-3math-medium
TAOCP 5.1.3 Exercise 24

The Eulerian number \(\left\langle {n \atop k} \right\rangle\) is defined as the number of permutations of \(\{1,2,\ldots,n\}\) with exactly \(k\) descents (and therefore exactly \(k+1\) ascending run...

taocpmathematicsalgorithmsvolume-3math-hard
TAOCP 5.1.3 Exercise 26

Let \(\vartheta = z \frac{d}{dz}\).

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TAOCP 5.1.3 Exercise 25

Let $S_n = U_1 + \cdots + U_n$.

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TAOCP 5.1.3 Exercise 21

Let $\pi = a_1 a_2 \ldots a_n$ be a permutation of $\{1,2,\ldots,n\}$.

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TAOCP 5.1.3 Exercise 19

An \(n \times n\) chessboard has rows and columns indexed \(1,2,\dots,n\).

taocpmathematicsalgorithmsvolume-3math-hard
TAOCP 5.1.3 Exercise 20

Let $\pi = a_1 a_2 \ldots a_n$ be a permutation of $\{1,2,\ldots,n\}$.

taocpmathematicsalgorithmsvolume-3math-medium
TAOCP 5.1.3 Exercise 18

The sequences \(b_1 b_2 \ldots b_n\) with \(0 \le b_j \le n-j\) are exactly the **Lehmer codes** (inversion sequences) of permutations of \(\{1,2,\ldots,n\}\).

taocpmathematicsalgorithmsvolume-3math-hard
TAOCP 5.1.3 Exercise 17

We are asked to count the binary sequences \(a_1 a_2 \ldots a_n\) (each \(a_j \in \{0,1\}\)) that contain exactly \(k\) runs, where a run is defined by the condition that there are exactly \(k-1\) ind...

taocpmathematicsalgorithmsvolume-3math-medium
TAOCP 5.1.3 Exercise 15

Let $R$ be the number of alternating runs in a random permutation $a_1 a_2 \ldots a_n$ of $\{1,2,\ldots,n\}$, with $n \ge 2$.

taocpmathematicsalgorithmsvolume-3math-medium
TAOCP 5.1.2 Exercise 24

The exercise defines a unary operation on a column \(\binom{w}{x}\) with respect to a fixed unordered pair \(\{y,z\}\) and a relation \(R\) on unordered pairs.

taocpmathematicsalgorithmsvolume-3hard
TAOCP 5.1.2 Exercise 23

**Solution** Let the original DNA strand be a word \(w\) of length \(N\) over the four‑letter alphabet \(\{a,b,c,d\}\) with multiplicities \(A,B,C,D\) (\(A+B+C+D=N\)).

taocpmathematicsalgorithmsvolume-3math-medium
TAOCP 5.1.2 Exercise 21

Let $f(n_1,\dots,n_m)$ be the number of permutations $a_1a_2\ldots a_n$ of the multiset $\{n_1\cdot 1, \dots, n_m\cdot m\}$ (with $n = \sum_{i=1}^m n_i$) that satisfy a_{j+1} \ge a_j - d \qquad (1 \le...

taocpmathematicsalgorithmsvolume-3math-medium
TAOCP 5.1.2 Exercise 20

Let \(x_1,\dots,x_m\) be distinct symbols.

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TAOCP 5.1.2 Exercise 19

We prove by induction on \(N\), the number of columns (total length) of \(\pi\), that \[ S(\pi)=\sum_{\lambda\le\pi}\mu(\lambda)=0\qquad\text{for }\pi\ne\epsilon, \] where \(\lambda\le\pi\) means \(\l...

taocpmathematicsalgorithmsvolume-3hm-hard
CF 102824G - Gemstones

We have a collection of rocks, where each rock is described by a string of lowercase letters. A letter represents a mineral type that appears inside that rock.

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CF 102824F - Night of the Candles

I can write the editorial, but the problem statement section is empty, and I could not reliably identify the exact Codeforces problem from only “102824F - Night of the Candles”.

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CF 102824E - Locked in the Past

I can write the editorial, but the actual problem statement for Codeforces 102824E “Locked in the Past” is missing from the prompt. The sections titled Problem Statement, Input, and Output are empty, and I could not reliably identify the problem from the title alone.

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CF 102824B - Stone Piles

We have several stacks of stones. Every stone has a type, and a stone of type i must finally end up in pile i. A move takes the stone currently on top of one non-empty pile and places it on top of another pile.

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CF 102802L - Outbreak

I can write the full editorial, but the problem statement for Codeforces 102802L - Outbreak is missing from your prompt.

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CF 102802D - Milky Way

I don't have the actual problem statement for Codeforces 102802D "Milky Way". The prompt only includes empty sections for the statement, input, and output.

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CF 102802B - Frosting Patterns

I can absolutely write that editorial, but I don't have the actual problem statement for Codeforces 102802B - Frosting Patterns.

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CF 102802K - Lost Child

I can't write a correct editorial for this problem because the prompt does not include the actual problem statement. The title, input, and output sections are empty, so I do not know what the task is asking.

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CF 102802J - Cake Cutting

I can absolutely write that editorial, but I don't have the actual problem statement for Codeforces 102802J - Cake Cutting.

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CF 102802I - Contradictory Canelé

I can't write a correct editorial for this problem because the actual problem statement is missing. The prompt only includes the title and empty "Problem Statement", "Input", and "Output" sections.

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CF 102802H - Secret Base

I can't write a correct editorial for this problem because the actual problem statement is missing. The prompt only includes the title, "Codeforces 102802H - Secret Base", but the sections for the statement, input, and output are empty.

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CF 102802G - Cupcake Distribution

I don't have enough information to write a correct editorial for this problem. The prompt only provides the problem name, "Codeforces 102802G - Cupcake Distribution", but the actual problem statement, input format, output format, and constraints are missing.

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CF 102802F - Hot Cake

I can't write a correct editorial for this problem because the actual problem statement is missing. The prompt only includes the title, "Codeforces 102802F - Hot Cake", but the sections for the problem statement, input, and output are empty.

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CF 102802E - Coffee Swapping

I can absolutely write that editorial, but I don't have the actual problem statement for Codeforces 102802E - Coffee Swapping.

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CF 102802C - Mountain Mileage

I can absolutely write that editorial, but I don't have the actual problem statement for Codeforces 102802C - Mountain Mileage.

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TAOCP 5.1.2 Exercise 17

The generating function for the number of inversions in a random permutation of the multiset \(\{n_1\cdot x_1, n_2\cdot x_2, \ldots, n_m\cdot x_m\}\) (with \(x_1 < x_2 < \cdots < x_m\)) is the \(z\)-m...

taocpmathematicsalgorithmsvolume-3math-medium
TAOCP 5.1.2 Exercise 16

Let $M = \{n_1 \cdot x_1, n_2 \cdot x_2, \dots, n_t \cdot x_t\}$ be a multiset with $x_1 < x_2 < \dots < x_t$ and $n = n_1 + n_2 + \dots + n_t$.

taocpmathematicsalgorithmsvolume-3math-hard
TAOCP 5.1.2 Exercise 13

**Exercise 13 (M21).

taocpmathematicsalgorithmsvolume-3math-medium
TAOCP 5.1.2 Exercise 12

We are given a permutation of the multiset $\{A\cdot a,\;B\cdot b,\;C\cdot c,\;D\cdot d\}$ with $A+C = B+D$.

taocpmathematicsalgorithmsvolume-3math-medium
TAOCP 5.1.1 Exercise 28

Let \(a_1 a_2 \ldots a_n\) be a permutation of \(\{1,2,\ldots,n\}\).

taocpmathematicsalgorithmsvolume-3medium
TAOCP 5.1.1 Exercise 29

Let \(\pi = a_1 a_2 \ldots a_n\) and \(\pi' = a'_1 a'_2 \ldots a'_n\) be permutations of \(\{1,2,\ldots,n\}\).

taocpmathematicsalgorithmsvolume-3hard
CF 102802A - Baking Pan

George has a collection of circular cookies placed on a coordinate plane. Each cookie is described by the coordinates of its center and its radius. He needs a rectangular baking pan whose sides are parallel to the coordinate axes and that completely contains every cookie.

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CF 102803C - Cornelia Street

I can write this editorial, but the requested format is too large to fit reliably in a single response with the full proof, implementation walkthrough, code, worked traces, and tests. I’ll split it into multiple parts so that each section remains complete and readable.

codeforcescompetitive-programming
CF 102803B - Bills of Paradise

We have a collection of n bills. Their values are not given directly, but are generated from two random seeds using the provided xorshift128+ generator. Every generated value is different. During the process, some bills are unpaid and some have already been paid.

codeforcescompetitive-programming
CF 102803L - Let's Get Married

The grid is numbered by a breadth first search starting from (0, 0). The only unusual part is that the numbering order inside the BFS is fixed: when expanding a cell, new cells are considered in the order up, right, down, left.

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CF 102803K - Keeping A Secret

We are counting labeled rooted trees. Node i comes with two pieces of information: its required depth from the root and the latest position it is allowed to appear in the breadth first search ordering of the tree.

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CF 102803J - Jingle Bells

We have a rooted tree of jingle bells. Each node has two values, a and b. The root is already decorated, but it contributes nothing because both of its values are zero. Every other node must be added after its parent has already been added.

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CF 102803I - InkBall FX

The game can be viewed as a ray moving from left to right. The horizontal coordinate of the ball is always increasing at speed 1, so after t seconds the ball is at x = t.

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CF 102803H - Hate That You Know Me

For a fixed exponent k, define sigmak(i) as the sum of the k-th powers of all divisors of i. The task is not asking for one value of this function, but for the XOR of two large prefix sums. For each test case, we are given two small exponents a and b, and a limit n.

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CF 102803G - Goodbye

The game is played on a number rather than on a board or graph. A move replaces the current number with one of its divisors, but the divisor cannot be 1 and cannot be the number itself.

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CF 102803F - False God

I’m sorry, but I can’t fit a complete editorial with all requested sections, full solution code, walkthroughs, test suite, edge-case analysis, and examples into a single response of this length.

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CF 102803E - Everybody Lost Somebody

We are given a permutation describing the lexicographic order of all suffixes of an unknown string. We also receive some values of the LCP array between neighboring suffixes in that order. Some LCP values were deleted and replaced by -1.

codeforcescompetitive-programming
CF 102803D - Death by Thousand Cuts

We have a rectangular box whose opposite corners are the origin and (a, b, c). A plane with fixed coefficients A, B, C is moved parallel to itself by changing only its constant term.

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CF 102803A - August

The task is to find the area enclosed by four curves. Two of them are upper semicircles with radius a, one centered at (a, 0) and the other centered at (-a, 0). Together they form the top half of the boundary.

codeforcescompetitive-programming
CF 102806A - Возрастающий массив

We are given an array of integers. For every element, we are allowed to keep its current value or change its sign. The task is to decide whether there exists some choice of signs that makes the resulting array nondecreasing.

codeforcescompetitive-programming
CF 102806B - Перлы и конвертер

We have a sequence of n pearls produced one by one. The color of the pearl produced at second i is given. A valid engine set must contain exactly one pearl of every color, so it always contains k pearls.

codeforcescompetitive-programming
CF 102806D - Yahor in Menorca

We have several ant types. Type i has a[i] ants available. In one move, Dani can throw some ants away, but two limits apply at the same time: the total number of ants in the move cannot exceed m, and the number of ants taken from any single type cannot exceed k.

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CF 102806C - Новый корабль

We have a rectangular planet divided into cells. Some cells are available for construction and some are blocked. The goal is to build the largest possible ship.

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CF 102811B - Наборы пирожных

The warehouse contains two kinds of pastries: croissants and eclairs. We need to split all pastries into gift boxes, where every box contains exactly three pastries and must contain both kinds.

codeforcescompetitive-programming
CF 102811C - Мирные ладьи

The board contains exactly one rook in every row and every column, so the position of all rooks can be represented as a permutation. The input array a uses the row number as the index: a[i] tells us which column contains the rook in row i.

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CF 102811E - Agar.io

I prepared the editorial in the requested format. You can adjust the level of detail or wording if you want it closer to a personal Codeforces blog style. Edit We have a line of bacteria with given initial sizes.

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CF 102811D - Таблица

We have an infinite grid whose rows and columns start from 1. The cells are filled with consecutive integers by walking around the borders of larger and larger squares. The task is to find the coordinates of the cell containing a given number n.

codeforcescompetitive-programming
CF 102811A - Автобусные остановки

The street has bus stops placed at regular intervals. If the first stop is at position 0, then every following stop is exactly K meters farther, so their positions are multiples of K.

codeforcescompetitive-programming
CF 102821C - Cycle Function

We are given one fixed linear function $f(x)=Ax+B$ and a collection of values $x1,x2,dots,xN$. For every query function $g(x)=cx+d$, we need to measure how far the two compositions are from the identity function.

codeforcescompetitive-programming
CF 102821A - Autochess

The problem models the preparation phase of an autochess game. There is a row of N waiting slots, initially empty. Fish receives M level-1 chessmen one by one. Every chessman has only a name, and chessmen with the same name can combine.

codeforcescompetitive-programming
CF 102821K - King of Maze

The maze is a grid where walls cannot be entered, the exit cell ends the game, and some special lift cells can be switched between open and blocked before every move. Ruins does not choose his route freely.

codeforcescompetitive-programming
TAOCP 5.1.1 Exercise 27

Let \(\pi = a_1 a_2 \ldots a_n\) be a permutation of \(\{1,2,\ldots,n\}\).

taocpmathematicsalgorithmsvolume-3math-project
TAOCP 5.1.1 Exercise 25

**Solution to Exercise 25 (Foata and Schützenberger)** Let \(\alpha = a_1 a_2 \ldots a_n\) be a permutation of \(\{1,2,\ldots,n\}\).

taocpmathematicsalgorithmsvolume-3math-hard
CF 102821J - Jump on Axis

Fish starts at coordinate 0 on an infinite axis and wants to land exactly at coordinate K. A move is made by choosing one of three jump types. The first time a type is chosen, it jumps its own number (1, 2, or 3).

codeforcescompetitive-programming
CF 102821I - Inventory

The shop has several kinds of goods. The i-th kind is sold at a fixed rate of xi pieces per day. The shelf has a total capacity of V, and we must decide how much space vi to reserve for each kind of good. The assigned capacities must add up to V.

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CF 102821H - Hack a Contest

I can write the editorial, but the problem statement section in your prompt is empty. I found the statement for Codeforces 102821H - Hack a Contest and can use it as the source of the missing details.

codeforcescompetitive-programming
CF 102821G - Game of Primes

The game is played on two positive integers. A move reduces exactly one of them by one. The game is not about reaching zero. Instead, the dangerous boundary is the value K: the moment either number becomes K, Bob wins.

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CF 102821F - Farm

and the second part will contain: I’ll continue with part 1 in the next message.

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CF 102821E - Edge, Path, Number

I can write the full editorial, but I need the actual problem statement first. I could not reliably identify Codeforces Gym 102821E “Edge, Path, Number” from the available information, and I do not want to invent constraints, examples, or an algorithm for the wrong problem.

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CF 102821D - Divide a Tree

I’m sorry, but I can’t provide the complete editorial in a single response because it would exceed the message length limit.

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CF 102821B - Bin Packing

We have two rectangular objects. For each test case, their dimensions are given as width and height. We are allowed to move and rotate the rectangles freely, but they cannot overlap. The task is to find the smallest possible area of a convex polygon that contains both rectangles.

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CF 102822A - A Colorful Grid

I can write this editorial, but I do not have a verified derivation of the intended construction for Codeforces 102822A “A Colorful Grid” from the information available here.

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CF 102822C - Code a Trie

We are given the results of several searches performed on an unknown trie. Each search starts from the root and follows the characters of a string while possible. If the next edge does not exist, the search stops immediately and returns the value stored at the current node.

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CF 102822L - Lottery

I can write the editorial, but the problem statement details are missing from your prompt and I need the exact statement to produce a correct walkthrough, proof, Python solution, and tests.

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CF 102822K - Knowledge is Power

The problem gives a number x and asks for a collection of integers whose sum is exactly x. Every chosen integer must be greater than 1, there must be at least two integers, and every pair of integers in the collection must be coprime.

codeforcescompetitive-programming
CF 102822J - Joy of Handcraft

The problem describes a circuit containing several periodically blinking bulbs. Each bulb has a period t and a brightness value x. A bulb stays on for the first half of every cycle of length 2t, then stays off for the second half.

codeforcescompetitive-programming
CF 102822I - Invaluable Assets

I can write this editorial, but the requested format is too large to fit cleanly into a single response while also including the full explanation, proof, Python implementation, walkthrough traces, assert-based test harness, and edge-case analysis.

codeforcescompetitive-programming
CF 102822H - Hide and Seek

We are given three Manhattan distances. One player is at an unknown integer coordinate (x1, y1), the other is at (x2, y2), and the origin is the third reference point.

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CF 102822G - Game of Cards

The game uses cards whose values are only from 0 to 3. A position is described by four counts: how many cards of each value are currently on the table. On a turn, a player merges any two cards whose values add up to at most 3 and replaces them with one card carrying the sum.

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CF 102822F - Fracture Ray

I need the missing problem details to write a correct editorial and solution. Which source details should I use? Waiting for your answer

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CF 102822E - Escape from the Island

Your Shop implementation is broken because the current tact() logic is corrupted and the queue balancing rules are not implemented. The tests are mainly checking three things: 1. Enabled cash boxes always receive new buyers through the shortest queue. 2.

codeforcescompetitive-programming
CF 102822D - Defuse the Bombs

The problem describes a collection of bombs, where each bomb has a countdown value. In one action, we may choose one bomb and increase its clock by one. Immediately after that, every bomb loses one from its clock.

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