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First Fit Coloring of Interval Graphs

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1 First Fit Coloring of Interval Graphs
William T. Trotter Georgia Institute of Technology October 14, 2005

2 Interval Graphs

3 First Fit with Left End Point Order Provides Optimal Coloring

4 Interval Graphs are Perfect
Χ = ω = 4

5 What Happens with Another Order?

6 On-Line Coloring of Interval Graphs
Suppose the vertices of an interval graph are presented one at a time by a Graph Constructor. In turn, Graph Colorer must assign a legitimate color to the new vertex. Moves made by either player are irrevocable.

7 Optimal On-Line Coloring
Theorem (Kierstead and Trotter, 1982) There is an on-line algorithm that will use at most 3k-2 colors on an interval graph G for which the maximum clique size is at most k. This result is best possible. The algorithm does not need to know the value of k in advance. The algorithm is not First Fit. First Fit does worse when k is large.

8 Dynamic Storage Allocation

9 How Well Does First Fit Do?
For each positive integer k, let FF(k) denote the largest integer t for which First Fit can be forced to use t colors on an interval graph G for which the maximum clique size is at most k. Woodall (1976) FF(k) = O(k log k).

10 Upper Bounds on FF(k) Theorem: Kierstead (1988) FF(k) ≤ 40k

11 Upper Bounds on FF(k) Theorem: Kierstead and Qin (1996) FF(k) ≤ 26.2k

12 Upper Bounds on FF(k) Theorem: Pemmaraju, Raman and Varadarajan(2003)
FF(k) ≤ 10k

13 Upper Bounds on FF(k) Theorem: Brightwell, Kierstead
and Trotter (2003) FF(k) ≤ 8k

14 Upper Bounds on FF(k) Theorem: Narayansamy and Babu (2004)
FF(k) ≤ 8k - 3

15 Analyzing First Fit Using Grids

16 The Academic Algorithm

17 Academic Algorithm - Rules
A Belongs to an interval B Left neighbor is A C Right neighbor is A D Some terminal set of letters has more than 25% A’s F All else fails.

18 A Pierced Interval A B C D

19 The Piercing Lemma Lemma: Every interval J is pierced by a column of passing grades. Proof: We use a double induction. Suppose the interval J is at level j. We show that for every i = 1, 2, …, j, there is a column of grades passing at level i which is under interval J

20 Double Induction

21 Initial Segment Lemma Lemma: In any initial segment of n letters all of which are passing, a ≥ (n – b – c)/4

22 A Column Surviving at the End
b ≤ n/4 c ≤ n/4 n ≥ h+3 h ≤ 8a - 3

23 Lower Bounds on FF(k) Theorem: Kierstead and Trotter (1982)
There exists ε > 0 so that FF(k) ≥ (3 + ε)k when k is sufficiently large.

24 Lower Bounds on FF(k) Theorem: Chrobak and Slusarek (1988)
FF(k) ≥ 4k - 9 when k ≥ 4.

25 Lower Bounds on FF(k) Theorem: Chrobak and Slusarek (1990)
FF(k) ≥ 4.4 k when k is sufficiently large.

26 Lower Bounds on FF(k) Theorem: Kierstead and Trotter (2004)
FF(k) ≥ 4.99 k when k is sufficiently large.

27 A Likely Theorem Our proof that FF(k) ≥ 4.99 k is computer assisted. However, there is good reason to believe that we can actually write out a proof to show: For every ε > 0, FF(k) ≥ (5 – ε) k when k is sufficiently large.

28 Tree-Like Walls

29 A Negative Result and a Conjecture
However, we have been able to show that the Tree-Like walls used by all authors to date in proving lower bounds will not give a performance ratio larger than 5. As a result it is natural to conjecture that As k tends to infinity, the ratio FF(k)/k tends to 5.


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