Multiobjective Markov chains optimization problem with strong Pareto frontier: Principles of decision making.
Julio B. ClempnerAlexander S. PoznyakPublished in: Expert Syst. Appl. (2017)
Keyphrases
- markov chain
- multi objective
- pareto frontier
- optimization algorithm
- multiobjective optimization
- multi objective optimization
- decision making
- multiple objectives
- nsga ii
- evolutionary algorithm
- steady state
- pareto set
- finite state
- bi objective
- optimization problems
- transition probabilities
- markov model
- optimum design
- importance sampling
- markov process
- monte carlo
- pareto dominance
- random walk
- stationary distribution
- state space
- markov processes
- genetic algorithm
- multi criteria
- transition matrix
- objective function
- pareto optimal
- min max
- multi objective evolutionary algorithms
- differential evolution
- particle swarm optimization
- probabilistic automata
- neural network
- machine learning
- particle swarm optimization pso
- decision makers
- knapsack problem
- swarm intelligence
- computational efficiency
- dynamic programming