CP-driven Production Process Planning in Multiproject Environment

Journal Title: Decision Making in Manufacturing and Services - Year 2008, Vol 2, Issue 1

Abstract

The way enterprise capabilities are used decides about its competitiveness among other ones. In that context modeling aimed at production tasks allocation planning plays a crucial role especially at concurrently executed production orders. The introduced reference model employing constraint programming (CP) paradigm describes both an enterprise and a set of project-like production orders. Moreover, encompassing consumer orders requirements and available production capabilities, the model provides the formal framework allowing one to develop a class of decision support systems aimed at interactive production process planning subject to multiproject environment constraints. In that context our contribution is a knowledge-based and CP-driven approach to resource allocation assuming precise character of decision variables. The conditions sufficient for deadlock avoidance are the main goal. The conditions delivered provide formal framework for developing a task oriented Decision Support Tool for Project Portfolio Prototyping (DST4P, Banaszak 2006). The tool provides a prompt and interactive service to a set of routine queries formulated either in straight or reverse way.

Authors and Affiliations

Zbigniew Banaszak, Grzegorz Bocewicz, Irena Bach

Keywords

Related Articles

Stretching the Least Squares to Embed Loss Functions Tables

The method of least squares is extended to accommodate a class of loss functions specified in the form of function tables. Each function table is embedded into the standard quadratic loss function so that the nonlinear l...

Computational Model of Collective Intelligence for Meta-level Analysis and Prediction of Free or Quasi-free Market Economy

This paper encourages the use of a computational model of Collective Intelligence as a major (meta-level) tool to analyze and predict behavior of socio-economical systems like free (or quasi-free) markets are. Researcher...

Balancing Bilinearly Interfering Elements

Many decisions in various fields of application have to take into account the joined effects of two elements that can interfere with each other. This happens for example in Medicine (synergic or antagonistic drugs ), in...

Models and Tools for Improving Efficiency in Constraint Logic Programming

Constraint Satisfaction Problems typically exhibit strong combinatorial explosion. In this paper we present some models and techniques aimed at improving efficiency in Constraint Logic Programming. A hypergraph model of...

Batch Scheduling of Deteriorating Products

In this paper we consider the problem of scheduling N jobs on a single machine, where the jobs are processed in batches and the processing time of each job is a simple linear increasing function depending on job’s waitin...

Download PDF file
  • EP ID EP422363
  • DOI 10.7494/dmms.2008.2.2.5
  • Views 93
  • Downloads 0

How To Cite

Zbigniew Banaszak, Grzegorz Bocewicz, Irena Bach (2008). CP-driven Production Process Planning in Multiproject Environment. Decision Making in Manufacturing and Services, 2(1), 5-32. https://europub.co.uk./articles/-A-422363