Mixing Time of Markov chain of the Knapsack Problem.
Koko K. KayibiShariefuddin PirzadaCarrie G. RutherfordPublished in: CoRR (2018)
Keyphrases
- knapsack problem
- markov chain
- steady state
- combinatorial optimization problems
- transition probabilities
- finite state
- monte carlo
- optimization problems
- markov process
- state space
- optimal solution
- dynamic programming
- multidimensional knapsack problem
- monte carlo method
- random walk
- markov model
- stationary distribution
- exact algorithms
- np hard
- monte carlo simulation
- transition matrix
- markov chain monte carlo
- greedy algorithm
- search algorithm
- genetic algorithm
- lower bound
- evolutionary algorithm
- gibbs sampler
- implicit enumeration