Local Optima Markov Chain: A New Tool for Landscape-aware Analysis of Algorithm Dynamics.
Francisco ChicanoGabriela OchoaBilel DerbelLorenzo CanonnePublished in: GECCO (2023)
Keyphrases
- markov chain
- monte carlo
- dynamic programming
- markov model
- monte carlo simulation
- algo rithm
- finite state
- simulated annealing
- search space
- optimal solution
- closed form
- learning algorithm
- transition matrix
- neural network
- random walk
- genetic algorithm
- population size
- transition probabilities
- expectation maximization
- mathematical model
- k means
- evolutionary algorithm
- machine learning