Levenberg-Marquardt algorithm with adaptive momentum for the efficient training of feedforward networks
We present a highly efficient second order algorithm for the training of feedforward neural
networks. The algorithm is based on iterations of the form employed in the Levenberg …
networks. The algorithm is based on iterations of the form employed in the Levenberg …
Multi-abstraction layered business process modeling
D Van Nuffel, M De Backer - Computers in Industry, 2012 - Elsevier
Business Process Management (BPM) acceptance requires a modeling framework in which
all abstraction layers (from the high-level enterprise view to the low-level task view) are …
all abstraction layers (from the high-level enterprise view to the low-level task view) are …
Building evolvable software using normalized systems theory: A case study
G Oorts, P Huysmans, P De Bruyn… - 2014 47Th Hawaii …, 2014 - ieeexplore.ieee.org
Normalized Systems (NS) theory has recently been proposed as an approach to develop
agile and evolvable software by defining theorems and design patterns for software …
agile and evolvable software by defining theorems and design patterns for software …
Stability in software engineering: Survey of the state-of-the-art and research directions
With the increasing dependence on software systems, their longevity is becoming a pressing
need. Stability is envisioned as a primary property to achieve longevity. Stability has been …
need. Stability is envisioned as a primary property to achieve longevity. Stability has been …
Identifying combinatorial effects in requirements engineering
There are several best practices and proposals that help to design and develop software
systems immune (to some extent) to combinatorial effects as these systems evolve …
systems immune (to some extent) to combinatorial effects as these systems evolve …
[PDF][PDF] The Database Normalization Theory and the Theory of Normalized Systems: Finding a Common Ground.
E Eessaar - Baltic Journal of Modern Computing, 2016 - researchgate.net
Database normalization theory offers formalized guidelines how to reduce data redundancy
and thus problems that it causes in databases. More lately, researchers have started to …
and thus problems that it causes in databases. More lately, researchers have started to …
Tackling rapid technology changes by applying enterprise engineering theories
O Dvořák, R Pergl - Science of Computer Programming, 2022 - Elsevier
Moore's law states that the number of transistors on a chip will double every two years. A
similar force appears to drive the progress of information technology (IT). IT companies tend …
similar force appears to drive the progress of information technology (IT). IT companies tend …
Enabling normalized systems in practice–exploring a modeling approach
Contemporary organizations are required to adapt to a changing environment in an agile
way, which is often deemed very challenging. Normalized Systems (NS) theory attempts to …
way, which is often deemed very challenging. Normalized Systems (NS) theory attempts to …
An OPC UA interface for an evolvable ISA88 control module
Normalized systems theory has recently been proposed to engineer evolvable information
systems. This theory includes a potential of improvement in control software for the …
systems. This theory includes a potential of improvement in control software for the …
[PDF][PDF] On the realization of metacircular code generation: The case of the normalized systems expanders
H Mannaert, K De Cock, P Uhnak - Proceedings of the Fourteenth …, 2019 - academia.edu
The automated generation of source code is a widely adopted technique to improve the
productivity of computer programming. Normalized Systems Theory (NST) aims to create …
productivity of computer programming. Normalized Systems Theory (NST) aims to create …