New Frontiers in Parameterized Complexity and Algorithms
The research on parameterized complexity (PC), described in these peer-reviewed chapters by esteemed researchers, provides ties to practice as well as new theoretical developments, many in the direction of AI. Applications in bioinformatics and social choice are described, as well as faster, less co...
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| Médium: | E-kniha |
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| Jazyk: | angličtina |
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MDPI - Multidisciplinary Digital Publishing Institute
2024
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| ISBN: | 9783725813025, 3725813019, 9783725813018, 3725813027 |
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| Abstract | The research on parameterized complexity (PC), described in these peer-reviewed chapters by esteemed researchers, provides ties to practice as well as new theoretical developments, many in the direction of AI. Applications in bioinformatics and social choice are described, as well as faster, less costly approximation methods and new techniques using machine learning to find treewidth and other metrics. Many practical problems can be solved by harnessing the power of both PC and SAT solvers or integer linear programming modeled by parameterized graph problems. The extremely rapid development and deployment of PC continues to bring fresh understanding and solutions to fundamental open questions. |
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| AbstractList | The research on parameterized complexity (PC), described in these peer-reviewed chapters by esteemed researchers, provides ties to practice as well as new theoretical developments, many in the direction of AI. Applications in bioinformatics and social choice are described, as well as faster, less costly approximation methods and new techniques using machine learning to find treewidth and other metrics. Many practical problems can be solved by harnessing the power of both PC and SAT solvers or integer linear programming modeled by parameterized graph problems. The extremely rapid development and deployment of PC continues to bring fresh understanding and solutions to fundamental open questions. |
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| Editor | Misra, Neeldhara Rosamond, Frances Zehavi, Meirav |
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| Snippet | The research on parameterized complexity (PC), described in these peer-reviewed chapters by esteemed researchers, provides ties to practice as well as new... |
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| SubjectTerms | agreement forests algorithm selection approximation algorithms bounded search tree cascade failure combinatorial optimisation comparative genomics Computer science Computing and Information Technology dominating set enumeration ETH/SETH expected coverage feedback vertex set fine-grained fixed-parameter tractability FPT fpt-reductions genome assembly Hamming distance haplotyping hardness of approximation Heuristics hitting sets inapproximability influence maximization integer linear programming kernelization kidney exchange problem linear reliable ordering lower bounds machine learning model checking multilinear monomial detection ordering parameterised complexity parameterised enumeration parameterized AC0 parameterized algorithm parameterized complexity phylogenetics polynomial hierarchy probabilistic core probabilistic graphs random partitioning randomized algorithm sequence analysis solution diversity tree decomposition treedepth treewidth turbo-charged uncertain graphs vertex cover |
| Title | New Frontiers in Parameterized Complexity and Algorithms |
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