Methods for Efficient Unfolding of Colored Petri Nets
Fundamenta Informaticae, Volume 189, Issues 3-4: Reachability Problems 2020 and 2021 (October 14, 2023) fi:9351 Colored Petri nets offer a compact and user friendly representation of the traditional P/T nets and colored nets with finite color ranges can be unfolded into the underlying P/T nets, howe...
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creator | Bilgram, Alexander Jensen, Peter G Pedersen, Thomas Srba, Jiri Taankvist, Peter H |
description | Fundamenta Informaticae, Volume 189, Issues 3-4: Reachability
Problems 2020 and 2021 (October 14, 2023) fi:9351 Colored Petri nets offer a compact and user friendly representation of the
traditional P/T nets and colored nets with finite color ranges can be unfolded
into the underlying P/T nets, however, at the expense of an exponential
explosion in size. We present two novel techniques based on static analysis in
order to reduce the size of unfolded colored nets. The first method identifies
colors that behave equivalently and groups them into equivalence classes,
potentially reducing the number of used colors. The second method
overapproximates the sets of colors that can appear in places and excludes
colors that can never be present in a given place. Both methods are
complementary and the combined approach allows us to significantly reduce the
size of multiple colored Petri nets from the Model Checking Contest benchmark.
We compare the performance of our unfolder with state-of-the-art techniques
implemented in the tools MCC, Spike and ITS-Tools, and while our approach is
competitive w.r.t. unfolding time, it also outperforms the existing approaches
both in the size of unfolded nets as well as in the number of answered model
checking queries from the 2021 Model Checking Contest. |
doi_str_mv | 10.48550/arxiv.2204.07039 |
format | Article |
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Problems 2020 and 2021 (October 14, 2023) fi:9351 Colored Petri nets offer a compact and user friendly representation of the
traditional P/T nets and colored nets with finite color ranges can be unfolded
into the underlying P/T nets, however, at the expense of an exponential
explosion in size. We present two novel techniques based on static analysis in
order to reduce the size of unfolded colored nets. The first method identifies
colors that behave equivalently and groups them into equivalence classes,
potentially reducing the number of used colors. The second method
overapproximates the sets of colors that can appear in places and excludes
colors that can never be present in a given place. Both methods are
complementary and the combined approach allows us to significantly reduce the
size of multiple colored Petri nets from the Model Checking Contest benchmark.
We compare the performance of our unfolder with state-of-the-art techniques
implemented in the tools MCC, Spike and ITS-Tools, and while our approach is
competitive w.r.t. unfolding time, it also outperforms the existing approaches
both in the size of unfolded nets as well as in the number of answered model
checking queries from the 2021 Model Checking Contest.</description><identifier>DOI: 10.48550/arxiv.2204.07039</identifier><language>eng</language><subject>Computer Science - Logic in Computer Science</subject><creationdate>2022-04</creationdate><rights>http://creativecommons.org/licenses/by/4.0</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>228,230,780,885</link.rule.ids><linktorsrc>$$Uhttps://arxiv.org/abs/2204.07039$$EView_record_in_Cornell_University$$FView_record_in_$$GCornell_University$$Hfree_for_read</linktorsrc><backlink>$$Uhttps://doi.org/10.48550/arXiv.2204.07039$$DView paper in arXiv$$Hfree_for_read</backlink></links><search><creatorcontrib>Bilgram, Alexander</creatorcontrib><creatorcontrib>Jensen, Peter G</creatorcontrib><creatorcontrib>Pedersen, Thomas</creatorcontrib><creatorcontrib>Srba, Jiri</creatorcontrib><creatorcontrib>Taankvist, Peter H</creatorcontrib><title>Methods for Efficient Unfolding of Colored Petri Nets</title><description>Fundamenta Informaticae, Volume 189, Issues 3-4: Reachability
Problems 2020 and 2021 (October 14, 2023) fi:9351 Colored Petri nets offer a compact and user friendly representation of the
traditional P/T nets and colored nets with finite color ranges can be unfolded
into the underlying P/T nets, however, at the expense of an exponential
explosion in size. We present two novel techniques based on static analysis in
order to reduce the size of unfolded colored nets. The first method identifies
colors that behave equivalently and groups them into equivalence classes,
potentially reducing the number of used colors. The second method
overapproximates the sets of colors that can appear in places and excludes
colors that can never be present in a given place. Both methods are
complementary and the combined approach allows us to significantly reduce the
size of multiple colored Petri nets from the Model Checking Contest benchmark.
We compare the performance of our unfolder with state-of-the-art techniques
implemented in the tools MCC, Spike and ITS-Tools, and while our approach is
competitive w.r.t. unfolding time, it also outperforms the existing approaches
both in the size of unfolded nets as well as in the number of answered model
checking queries from the 2021 Model Checking Contest.</description><subject>Computer Science - Logic in Computer Science</subject><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>GOX</sourceid><recordid>eNotzrtOwzAUgGEvHVDLAzDhF0g49rFje0RRuUjlMrRz5MTHxVIaV06E4O0Rhenffn2M3QioldUa7nz5Sp-1lKBqMIDuiukXWj5ymHnMhW9jTEOiaeGHKeYxpOnIc-RtHnOhwN9pKYm_0jJv2Cr6cabr_67Z_mG7b5-q3dvjc3u_q3xjXCXQy14HE6CxvfCCrCGBfYPgorTGDg6jBidVVMrJZqBBezQEAAIQRY9rdvu3vbi7c0knX767X3938eMPHjY-IA</recordid><startdate>20220412</startdate><enddate>20220412</enddate><creator>Bilgram, Alexander</creator><creator>Jensen, Peter G</creator><creator>Pedersen, Thomas</creator><creator>Srba, Jiri</creator><creator>Taankvist, Peter H</creator><scope>AKY</scope><scope>GOX</scope></search><sort><creationdate>20220412</creationdate><title>Methods for Efficient Unfolding of Colored Petri Nets</title><author>Bilgram, Alexander ; Jensen, Peter G ; Pedersen, Thomas ; Srba, Jiri ; Taankvist, Peter H</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a679-13a2b5d7d068b1a1e87e13b6309f2878c93f50924f44926cec5a37e00010331b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Computer Science - Logic in Computer Science</topic><toplevel>online_resources</toplevel><creatorcontrib>Bilgram, Alexander</creatorcontrib><creatorcontrib>Jensen, Peter G</creatorcontrib><creatorcontrib>Pedersen, Thomas</creatorcontrib><creatorcontrib>Srba, Jiri</creatorcontrib><creatorcontrib>Taankvist, Peter H</creatorcontrib><collection>arXiv Computer Science</collection><collection>arXiv.org</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Bilgram, Alexander</au><au>Jensen, Peter G</au><au>Pedersen, Thomas</au><au>Srba, Jiri</au><au>Taankvist, Peter H</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Methods for Efficient Unfolding of Colored Petri Nets</atitle><date>2022-04-12</date><risdate>2022</risdate><abstract>Fundamenta Informaticae, Volume 189, Issues 3-4: Reachability
Problems 2020 and 2021 (October 14, 2023) fi:9351 Colored Petri nets offer a compact and user friendly representation of the
traditional P/T nets and colored nets with finite color ranges can be unfolded
into the underlying P/T nets, however, at the expense of an exponential
explosion in size. We present two novel techniques based on static analysis in
order to reduce the size of unfolded colored nets. The first method identifies
colors that behave equivalently and groups them into equivalence classes,
potentially reducing the number of used colors. The second method
overapproximates the sets of colors that can appear in places and excludes
colors that can never be present in a given place. Both methods are
complementary and the combined approach allows us to significantly reduce the
size of multiple colored Petri nets from the Model Checking Contest benchmark.
We compare the performance of our unfolder with state-of-the-art techniques
implemented in the tools MCC, Spike and ITS-Tools, and while our approach is
competitive w.r.t. unfolding time, it also outperforms the existing approaches
both in the size of unfolded nets as well as in the number of answered model
checking queries from the 2021 Model Checking Contest.</abstract><doi>10.48550/arxiv.2204.07039</doi><oa>free_for_read</oa></addata></record> |
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subjects | Computer Science - Logic in Computer Science |
title | Methods for Efficient Unfolding of Colored Petri Nets |
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