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Yet harder knapsack problems
Authors:Stasys Jukna  Georg Schnitger
Affiliation:
  • University of Frankfurt, Institute of Computer Science, D-60054 Frankfurt, Germany
  • Abstract:Already 30 years ago, Chvátal has shown that some instances of the zero-one knapsack problem cannot be solved in polynomial time using a particular type of branch-and-bound algorithms based on relaxations of linear programs together with some rudimentary cutting-plane arguments as bounding rules. We extend this result by proving an exponential lower bound in a more general class of branch-and-bound and dynamic programming algorithms which are allowed to use memoization and arbitrarily powerful bound rules to detect and remove subproblems leading to no optimal solution.
    Keywords:Branch and bound   Dynamic programming   Memoization   Branching program   Knapsack   Perfect matching
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