CompromiseComputer¶

Source: Distributed_Design_Optimizer/postprocess/CompromiseComputer.py

Compromise computation module for optimization analysis.

This module provides functionality for computing compromise metrics in distributed optimization problems.

Classes¶

CompromiseComputer¶

CompromiseComputer computes the compromise metrics defined. Compromise metrics gives an idea how much the coupling variables moved from the intial points CompromiseComputer iterates through each edge of the Multi Di Graph and computes the compromise depending on the edge type Compromisee metrics are stored on the edges of the Master Graph

Methods¶

init(self, graph_init: GraphInit, subsystems: List[SubSystemInterface], middlelevel_storages: List[MiddleLevelDataStorageInterface])

Initialize the compromise computer.

Args:

graph_init: The graph initialization object.
subsystems: List of all SubSystemInterface objects.
middlelevel_storages: List of all MiddleLevelDataStorageInterface objects.

create_subsystem_lookup(self) → None

Create a lookup dictionary for Subsystems objects.

create_storage_lookup(self) → None

Create a lookup dictionary for MiddleLevelDataStorageInterface objects.

compute_all_compromises(self) → None

Compute the compromises of each edge in the graph.

compute_single_compromise(self, idparent: str, idchild: str, edge_type: str) → None

Compute compromise metric for a single edge.

Args:

idparent: Parent node ID.
idchild: Child node ID.
edge_type: Type of edge.

compute_mapped_response_compromise(self, idparent: str, idchild: str, edge_type: str, edge_key: int, parent_coupling: MiddleLevelCouplingInterface, child_coupling: MiddleLevelCouplingInterface, primal_residual: List[float]) → None

Compute compromise metrics for mapped response variables.

Args:

idparent: Parent node ID.
idchild: Child node ID.
edge_type: Type of edge.
edge_key: Edge key in the multigraph.
parent_coupling: MiddleLevelCoupling object for parent.
child_coupling: MiddleLevelCoupling object for child.
primal_residual: List of primal residual values.

compute_shared_design_compromise(self, idparent: str, idchild: str, edge_type: str, edge_key: int, parent_coupling: MiddleLevelCouplingInterface, child_coupling: MiddleLevelCouplingInterface, primal_residual: List[float]) → None

Compute compromise metrics for shared design variables.

Args:

idparent: Parent node ID.
idchild: Child node ID.
edge_type: Type of edge.
edge_key: Edge key in the multigraph.
parent_coupling: MiddleLevelCoupling object for parent.
child_coupling: MiddleLevelCoupling object for child.
primal_residual: List of primal residual values.

get_compromise_summary(self) → Dict

Get a comprehensive summary of computed compromise metrics.

Returns:

dict: Summary of compromise metrics for all edges

interpret_CompromiseRatio(self) → list

Return formatted interpretation text for the Compromise Ratio chart.

Returns:

List of tuples containing text, style tag, and phrases to bold.