Scippy

SCIP

Solving Constraint Integer Programs

branch_coloring.h
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3/* This file is part of the program and library */
4/* SCIP --- Solving Constraint Integer Programs */
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24
25/**@file branch_coloring.h
26 * @brief default branching rule for the vertex coloring problem
27 * @author Gerald Gamrath
28 * @author Julian Meffert
29 *
30 * This file implements the standard branching rule for the coloring algorithm.
31 *
32 * As we use column generation, we may not branch on the variables themselves,
33 * but on some sort of constraints that we introduce in the pricing problem.
34 *
35 * In our case, we choose two nodes v and w, which are not adjacent in the current graph, and
36 * consider the following two constraints: SAME(v,w) and DIFFER(v,w). SAME(v,w) requires that both
37 * nodes v and w get the same color, whereas DIFFER(v,w) forbids this. For each pair of nodes, each
38 * feasible solution fulfills exactly one of these constraints. Hence, splitting the solution space
39 * into two parts, one fulfilling SAME(v,w) and the other DIFFER(v,w), does not cut off any feasible
40 * solution and can therefore be used as the branching rule.
41 *
42 * The branching is done as follows: Given the optimal (fractional) solution of the current
43 * branch-and-bound node, choose the least/most fractional variable and the corresponding stable set
44 * s1. Now choose two nodes v, w and another stable set s2, such that v is part of both stable sets,
45 * whereas w is part of exactly one of the stable sets. Create two children of the current node,
46 * one with the restriction SAME(v,w), the other one with restriction DIFFER(v,w). Therefore, each
47 * node gets a constraint of type @c cons_storeGraph, which enforces the branching decision and
48 * assures that each coloring of the nodes in the respective subgraph assigns to both nodes the same
49 * color/different colors by fixing stable sets to 0 that violate this constraint.
50 */
51
52/*---+----1----+----2----+----3----+----4----+----5----+----6----+----7----+----8----+----9----+----0----+----1----+----2*/
53
54#ifndef __SCIP_BRANCH_COLORING_H__
55#define __SCIP_BRANCH_COLORING_H__
56
57
58#include "scip/scip.h"
59#include "probdata_coloring.h"
60#include "cons_storeGraph.h"
61#include "scip/cons_setppc.h"
62
63#ifdef __cplusplus
64extern "C" {
65#endif
66
67/** creates the coloring branching rule and includes it in SCIP */
69 SCIP* scip /**< SCIP data structure */
70 );
71
72#ifdef __cplusplus
73}
74#endif
75
76#endif
SCIP_RETCODE SCIPincludeBranchruleColoring(SCIP *scip)
Constraint handler for the set partitioning / packing / covering constraints .
constraint handler for storing the graph at each node of the tree
problem data for vertex coloring algorithm
SCIP callable library.
enum SCIP_Retcode SCIP_RETCODE
Definition: type_retcode.h:63