We study the
shortest-path broadcast problem in graphs and digraphs, where a message has to be transmitted from a source node
class="mathmlsrc">class="formulatext stixSupport mathImg" data-mathURL="/science?_ob=MathURL&_method=retrieve&_eid=1-s2.0-S0166218X15002267&_mathId=si12.gif&_user=111111111&_pii=S0166218X15002267&_rdoc=1&_issn=0166218X&md5=dd6362d53c96813c4dd5d75a0cb32411" title="Click to view the MathML source">sclass="mathContainer hidden">class="mathCode"> to all the nodes along shortest paths, in the
classical
telephone model. For both graphs and digraphs, we show that the problem is equivalent to the broadcast problem in
layered directed graphs. We then prove that this latter problem is NP-hard, and therefore that the shortest-path broadcast problem is NP-hard in graphs as well as in digraphs. Nevertheless, we prove that a simple polynomial-time algorithm, called
class="sansserif">MDST-broadcast, based on min-degree spanning trees, approximates the optimal broadcast time within a multiplicative factor
class="mathmlsrc">title="View the MathML source" class="mathImg" data-mathURL="/science?_ob=MathURL&_method=retrieve&_eid=1-s2.0-S0166218X15002267&_mathId=si13.gif&_user=111111111&_pii=S0166218X15002267&_rdoc=1&_issn=0166218X&md5=e9a5b284891072e76c242998a9e56e20">class="imgLazyJSB inlineImage" height="21" width="8" alt="View the MathML source" title="View the MathML source" src="/sd/grey_pxl.gif" data-inlimgeid="1-s2.0-S0166218X15002267-si13.gif">class="mathContainer hidden">class="mathCode"> in 3-layer digraphs, and
class="mathmlsrc">title="View the MathML source" class="mathImg" data-mathURL="/science?_ob=MathURL&_method=retrieve&_eid=1-s2.0-S0166218X15002267&_mathId=si14.gif&_user=111111111&_pii=S0166218X15002267&_rdoc=1&_issn=0166218X&md5=00a25344a41127d5e9ab5d210feb8672">class="imgLazyJSB inlineImage" height="25" width="64" alt="View the MathML source" title="View the MathML source" src="/sd/grey_pxl.gif" data-inlimgeid="1-s2.0-S0166218X15002267-si14.gif">class="mathContainer hidden">class="mathCode"> in arbitrary multi-layer digraphs. As a consequence, one can approximate the optimal shortest-path broadcast time in polynomial time within a multiplicative factor
class="mathmlsrc">title="View the MathML source" class="mathImg" data-mathURL="/science?_ob=MathURL&_method=retrieve&_eid=1-s2.0-S0166218X15002267&_mathId=si13.gif&_user=111111111&_pii=S0166218X15002267&_rdoc=1&_issn=0166218X&md5=e9a5b284891072e76c242998a9e56e20">class="imgLazyJSB inlineImage" height="21" width="8" alt="View the MathML source" title="View the MathML source" src="/sd/grey_pxl.gif" data-inlimgeid="1-s2.0-S0166218X15002267-si13.gif">class="mathContainer hidden">class="mathCode"> whenever the source has eccentricity at most 2, and within a multiplicative factor
class="mathmlsrc">title="View the MathML source" class="mathImg" data-mathURL="/science?_ob=MathURL&_method=retrieve&_eid=1-s2.0-S0166218X15002267&_mathId=si14.gif&_user=111111111&_pii=S0166218X15002267&_rdoc=1&_issn=0166218X&md5=00a25344a41127d5e9ab5d210feb8672">class="imgLazyJSB inlineImage" height="25" width="64" alt="View the MathML source" title="View the MathML source" src="/sd/grey_pxl.gif" data-inlimgeid="1-s2.0-S0166218X15002267-si14.gif">class="mathContainer hidden">class="mathCode"> in the general case, for both graphs and digraphs. The analysis of
class="sansserif">MDST-broadcast is tight, as we prove that this algorithm cannot approximate the optimal broadcast time within a factor smaller than
class="mathmlsrc">title="View the MathML source" class="mathImg" data-mathURL="/science?_ob=MathURL&_method=retrieve&_eid=1-s2.0-S0166218X15002267&_mathId=si17.gif&_user=111111111&_pii=S0166218X15002267&_rdoc=1&_issn=0166218X&md5=43fa982f3a2bcb6d6f6120961b4e6347">class="imgLazyJSB inlineImage" height="25" width="69" alt="View the MathML source" title="View the MathML source" src="/sd/grey_pxl.gif" data-inlimgeid="1-s2.0-S0166218X15002267-si17.gif">class="mathContainer hidden">class="mathCode">.