An Application of the AXIS Solution Framework to Multiple Objective Aggregate Production Planning
首次应用AXIS框架，将结构化算法与知识型专家系统结合，解决多目标综合生产规划问题，结果表明该框架能快速生成高质量低成本方案。
ABSTRACT This paper provides data on the first application of a prototype of the AXIS solution framework. AXIS (algorithms combined with knowledge systems in an interactive sequence) is a framework for interactively combining structured algorithms that seek a best solution with knowledge‐based expert systems that seek expert heuristic solutions. This paper tests the framework using an interactive multiple objective integer programming algorithm combined with heuristics taken from the domain of aggregate production planning. The results indicate the AXIS framework can be successful in generating high quality solutions, in vastly reduced solution times compared to the structured algorithms, at much lower costs compared to the expert heuristics working alone.