Abstract: Baseline data may be generated, including copying selected data from a planning database. Modifying requests associated with changes to a derived simulation may be received, and affected entries within the baseline data that are affected by the modifying requests may be determined. Simulation entries may be stored within a derived simulation dataset, the simulation entries corresponding to the affected entries within the baseline data. A mapping may be provided between the simulation entries within the derived simulation dataset and the affected entries within the baseline data. The derived simulation may be provided in response to the modifying requests and based on the mapping.

Abstract: Baseline data may be generated, including copying selected data from a planning database. Modifying requests associated with changes to a derived simulation may be received, and affected entries within the baseline data that are affected by the modifying requests may be determined. Simulation entries may be stored within a derived simulation dataset, the simulation entries corresponding to the affected entries within the baseline data. A mapping may be provided between the simulation entries within the derived simulation dataset and the affected entries within the baseline data. The derived simulation may be provided in response to the modifying requests and based on the mapping.

Abstract: After a transaction modifying a planning area in a planning system is initiated, it is determined whether there are any change objects in a consistent view of the transaction that are associated with the planning area. If there is a single change object associated with the planning area, then, the logical state of such change object is read. Alternatively, if there is more than one change object for the planning area, it is determined that the planning area must be replanned. Related apparatus, systems, methods, and articles are also described.

Abstract: Updating metadata for a set of time series quantity data, and re-creating the set of time series quantity data in response to updating the metadata while reading at least one of the set of time series quantity data.

Abstract: After a transaction modifying a planning area in a planning system is initiated, it is determined whether there are any change objects in a consistent view of the transaction that are associated with the planning area. If there is a single change object associated with the planning area, then, the logical state of such change object is read. Alternatively, if there is more than one change object for the planning area, it is determined that the planning area must be replanned. Related apparatus, systems, methods, and articles are also described.

Abstract: In a process and a system for automatic, computer-system-supported optimization and the search for a state x dependent on at least one parameter P, for which f(x) as a measure of the quality of x assumes an extremum, an initial solution, i.e. a state x, is found as an initial state and a further state y different from x is found by means of an elementary change in an individual parameter P from x. If the result of a comparison of the target function values f(x) and f(y) is that f(y) is poorer than f(x) by more than a threshold value T, y is rejected, x is retained and a fresh adjacent state of x is found. If f(y) is at least as great as f(x)-T, there is a transition to state y. The threshold T is successively reduced to zero.