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DFSGRID-Editorial

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Problem Link:

Practice
Contest

author: Tasnim Imran Sunny
tester: Roman Rubanenko
editorialist: Utkarsh Lath

Difficulty:

Medium-Hard

Pre-requisites:

ad-hoc

Problem:

The chef has written DFS traversal algorithm for R * C grid. He starts at (sr, sc) and terminates when he reaches (tc, tr). His algorithm looks for empty adjacent cells in the following order: right, down, left, up. You find need to find how many vertices he traverses before hitting (tc, tr).

Explanation:

In the most general case, the algorithm will proceed in one of the following ways depending on parity of (R-sr).

image cant be displayedimage cant be displayed

  • For the case when parity of R-sr is even is easy to handle(refer to image on left), because the resulting pattern is very simple.

if sr == tr and sc >= tc return tc-rc+1 // target to the immediate right of source if sr < tr if tc == C // target below source in last column return (C-tc+1) + (tr-sr) // horizontal distance + vertical distance
return (C-sc+1) + (R-sr) + pattern1(C-1, R-tr, C-1-tc)
int inc = C - sc + 1 + C * (R-sr) // from DFS of part below source if (R-cr) is even if sr==tr // immediately to left of source return inc + sc-tc return inc + sc-1 + pattern1(C, sr-tr-1, tc-1) // above source
int pattern1(int cols, int top, int right) { / * solve for pattern . . ^-----<-------<----- -->------>---------^ ^-----<-------<----- -->------>---------^ assuming you enter from bottom left, and move along direction suggested by arrows. cols is number of columns top is y-coordinate(0 based), right is x co-ordinate(0 based) * /
int res = cols * (top/2) * 2; if top is odd return res + (cols * 2) - right; // encountered when going from right to left return res + right+1; // encountered when going from left to right }

  • In the other case(refer to image on right), the pattern is more interesting. It can end in of the following ways.

1 image cant be displayed 2 image cant be displayed

3 image cant be displayed 4 image cant be displayed

//handling of cases when sr == tr and sc >= tc or sr < tr will remain same because the part for the pattern is same
int inc = C-sc+1 + C * (R-sr); // from DFS of part below source if (R-sr)%2 == 1 return inc + pattern2(sr, sc)

int pattern2(ll Or, ll Oc) { /* solve for pattern . . ->--^v---<-----<-----< ^----<>------>-------^ ->----^v---<-----<---< ^------<>------>-----^ -->-----^xxxxxxxxxxxxx assuming you enter from bottom left and move along direction suggested by arrows. Or(Obstacle row) is row of entrance(bottommost row in figure) Oc(Obstacle column) is column of leftmost 'x' * /
// a "round" begins when search reaches (r-1,1) from (r, i) for some row r
if(tc-tr < Oc-Or) // on left side of the diagonal line ending at (Or, Oc)
int rounds = (Or - tr + 1) / 2 // no of "rounds" when it next changes direction.
int inc = (C+1) * 2 * rounds // 2 * (C+1) cells are seen in each round
if Or-tr is odd // approaching "end of round"
if tr == 1 // special handling for case in image 2 above return inc - C-1 + Oc-Or + tr-tc return inc - (tc-1)) // distance from "end of round" is tc-1
return inc+tc // passed "end of round"
// on right side of diagonal line int boundaryRow = Or - Oc + 1 // topmost row beyond which pattern2 disappears if Or-boundaryRow is odd // case in image 3 above boundaryRow ++
if r2 < boundaryRow // outside boundary, apply pattern1 return pattern1(C, thresh-tr-1, tc-1) + C * (Or-boundaryRow) +Oc - 1
int rounds = (Or-r2-1) / 2 int inc = rounds * 2 * (C + 1)
if Or-r2 is odd // going rightwards, away from previous "end of round" return inc + 1 + c2
return inc + 2 * (C + 1) - c2 // going leftwards, towards next "end of round" }

Apart from this, there are 4 special cases to be handled:

  • sr = 1
    The order in which rows below source are traversed does not change. The rows above source are traversed by pattern1, and can be handled as a special case.

image cant be displayed

  • sr=R
    The vertices are traversed in pattern2, and can be handled as a special case.

image cant be displayed

  • (sr, sc)=(R, C)
    The vertices are traversed in pattern1, and can be handled as a special case.

image cant be displayed

  • R=1 or C=1
    Can be handled as a special case.

image cant be displayed

Solutions:

Tester's solution is a bit untidy. Editorialist's solution is based on above ideas.

Setter's solution
Tester's Solution
Editorialist's Solution


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