subset sum problem (optimization version)

GPTKB entity

Statements (21)
Predicate Object
gptkbp:instanceOf theoretical computer science
gptkbp:application cryptography
finance
resource allocation
gptkbp:complexity gptkb:NP-hard
gptkbp:field gptkb:mathematics
computer science
gptkbp:firstDescribed 1970s
gptkbp:hasExactAlgorithm pseudo-polynomial time algorithm
gptkbp:hasSpecialCase gptkb:knapsack_problem
https://www.w3.org/2000/01/rdf-schema#label subset sum problem (optimization version)
gptkbp:input set of integers
target integer
gptkbp:output subset of input integers with sum as close as possible to target without exceeding it
gptkbp:relatedTo gptkb:knapsack_problem
subset sum problem (decision version)
gptkbp:solvedBy dynamic programming
approximation algorithms
branch and bound
gptkbp:bfsParent gptkb:NP-hard_problems
gptkbp:bfsLayer 7