opytimizer.optimizers.social.isa¶
Interactive Search Algorithm.
An ISA class, inherited from Optimizer.
This is the designed class to define ISA-related variables and methods.
References
A. Mortazavi, V. Toğan and A. Nuhoğlu. Interactive search algorithm: A new hybrid metaheuristic optimization algorithm. Engineering Applications of Artificial Intelligence (2018).
Initialization method.
Parameters: params – Contains key-value parameters to the meta-heuristics.
Inertia weight.
Tendency factor.
Array of velocities.
Array of velocities.
Compiles additional information that is used by this optimizer.
Parameters: space – A Space object containing meta-information.
Evaluates the search space according to the objective function.
Parameters: - space – A Space object that will be evaluated.
- function – A Function object that will be used as the objective function.
Wraps Interactive Search Algorithm over all agents and variables.
Parameters: - space – Space containing agents and update-related information.
- function – A Function object that will be used as the objective function.