ILSUtilityFunction
==================

.. currentmodule:: negmas.preferences

.. autoclass:: ILSUtilityFunction
   :show-inheritance:

   .. rubric:: Attributes Summary

   .. autosummary::

      ~ILSUtilityFunction.base_type
      ~ILSUtilityFunction.id
      ~ILSUtilityFunction.name
      ~ILSUtilityFunction.reserved_distribution
      ~ILSUtilityFunction.short_type_name
      ~ILSUtilityFunction.type
      ~ILSUtilityFunction.type_name
      ~ILSUtilityFunction.uuid

   .. rubric:: Methods Summary

   .. autosummary::

      ~ILSUtilityFunction.__call__
      ~ILSUtilityFunction.argrank
      ~ILSUtilityFunction.argrank_with_weights
      ~ILSUtilityFunction.best
      ~ILSUtilityFunction.changes
      ~ILSUtilityFunction.checkpoint
      ~ILSUtilityFunction.checkpoint_info
      ~ILSUtilityFunction.create
      ~ILSUtilityFunction.difference
      ~ILSUtilityFunction.difference_prob
      ~ILSUtilityFunction.eu
      ~ILSUtilityFunction.eval
      ~ILSUtilityFunction.eval_normalized
      ~ILSUtilityFunction.extreme_outcomes
      ~ILSUtilityFunction.forget_inverter
      ~ILSUtilityFunction.from_checkpoint
      ~ILSUtilityFunction.from_dict
      ~ILSUtilityFunction.from_genius
      ~ILSUtilityFunction.from_geniusweb
      ~ILSUtilityFunction.from_geniusweb_json_str
      ~ILSUtilityFunction.from_xml_str
      ~ILSUtilityFunction.generate_bilateral
      ~ILSUtilityFunction.generate_random
      ~ILSUtilityFunction.generate_random_bilateral
      ~ILSUtilityFunction.invert
      ~ILSUtilityFunction.is_better
      ~ILSUtilityFunction.is_equivalent
      ~ILSUtilityFunction.is_not_better
      ~ILSUtilityFunction.is_not_worse
      ~ILSUtilityFunction.is_session_dependent
      ~ILSUtilityFunction.is_state_dependent
      ~ILSUtilityFunction.is_stationary
      ~ILSUtilityFunction.is_volatile
      ~ILSUtilityFunction.is_worse
      ~ILSUtilityFunction.max
      ~ILSUtilityFunction.min
      ~ILSUtilityFunction.minmax
      ~ILSUtilityFunction.normalize
      ~ILSUtilityFunction.normalize_for
      ~ILSUtilityFunction.rank
      ~ILSUtilityFunction.rank_with_weights
      ~ILSUtilityFunction.reset_changes
      ~ILSUtilityFunction.sample_outcome_with_utility
      ~ILSUtilityFunction.scale_by
      ~ILSUtilityFunction.scale_max
      ~ILSUtilityFunction.scale_max_for
      ~ILSUtilityFunction.scale_min
      ~ILSUtilityFunction.scale_min_for
      ~ILSUtilityFunction.set_id
      ~ILSUtilityFunction.shift_by
      ~ILSUtilityFunction.shift_max_for
      ~ILSUtilityFunction.shift_min_for
      ~ILSUtilityFunction.spawn
      ~ILSUtilityFunction.spawn_object
      ~ILSUtilityFunction.to_crisp
      ~ILSUtilityFunction.to_dict
      ~ILSUtilityFunction.to_genius
      ~ILSUtilityFunction.to_prob
      ~ILSUtilityFunction.to_stationary
      ~ILSUtilityFunction.to_xml_str
      ~ILSUtilityFunction.worst

   .. rubric:: Attributes Documentation

   .. autoattribute:: base_type
   .. autoattribute:: id
   .. autoattribute:: name
   .. autoattribute:: reserved_distribution
   .. autoattribute:: short_type_name
   .. autoattribute:: type
   .. autoattribute:: type_name
   .. autoattribute:: uuid

   .. rubric:: Methods Documentation

   .. automethod:: __call__
   .. automethod:: argrank
   .. automethod:: argrank_with_weights
   .. automethod:: best
   .. automethod:: changes
   .. automethod:: checkpoint
   .. automethod:: checkpoint_info
   .. automethod:: create
   .. automethod:: difference
   .. automethod:: difference_prob
   .. automethod:: eu
   .. automethod:: eval
   .. automethod:: eval_normalized
   .. automethod:: extreme_outcomes
   .. automethod:: forget_inverter
   .. automethod:: from_checkpoint
   .. automethod:: from_dict
   .. automethod:: from_genius
   .. automethod:: from_geniusweb
   .. automethod:: from_geniusweb_json_str
   .. automethod:: from_xml_str
   .. automethod:: generate_bilateral
   .. automethod:: generate_random
   .. automethod:: generate_random_bilateral
   .. automethod:: invert
   .. automethod:: is_better
   .. automethod:: is_equivalent
   .. automethod:: is_not_better
   .. automethod:: is_not_worse
   .. automethod:: is_session_dependent
   .. automethod:: is_state_dependent
   .. automethod:: is_stationary
   .. automethod:: is_volatile
   .. automethod:: is_worse
   .. automethod:: max
   .. automethod:: min
   .. automethod:: minmax
   .. automethod:: normalize
   .. automethod:: normalize_for
   .. automethod:: rank
   .. automethod:: rank_with_weights
   .. automethod:: reset_changes
   .. automethod:: sample_outcome_with_utility
   .. automethod:: scale_by
   .. automethod:: scale_max
   .. automethod:: scale_max_for
   .. automethod:: scale_min
   .. automethod:: scale_min_for
   .. automethod:: set_id
   .. automethod:: shift_by
   .. automethod:: shift_max_for
   .. automethod:: shift_min_for
   .. automethod:: spawn
   .. automethod:: spawn_object
   .. automethod:: to_crisp
   .. automethod:: to_dict
   .. automethod:: to_genius
   .. automethod:: to_prob
   .. automethod:: to_stationary
   .. automethod:: to_xml_str
   .. automethod:: worst