Optimizing Two-Level Supersaturated Designs Using Swarm Intelligence Techniques
نویسندگان
چکیده
منابع مشابه
Optimality of Mixed-level Supersaturated Designs
Supersaturated design is an important aspect of experimental design. Several properties of supersaturated designs have been obtained that enable supersaturated design to be constructed while maintaining low dependency over all pairs of columns. This paper presents generalized theorems on the optimality of supersaturated designs. Mixed-level supersaturated designs are generated using a construct...
متن کاملOptimal mixed-level k-circulant supersaturated designs
Article history: Received 12 July 2007 Received in revised form 10 March 2008 Accepted 12 March 2008 Available online 18 March 2008 MSC: primary 62K15 secondary 62K05
متن کاملConstruction of Optimal Multi-Level Supersaturated Designs
A supersaturated design is a design whose run size is not large enough for estimating all the main effects. The goodness of multi-level supersaturated designs can be judged by the generalized minimum aberration criterion proposed by Xu and Wu [Ann. Statist. 29 (2001) 1066–1077]. A new lower bound is derived and general construction methods are proposed for multi-level supersaturated designs. In...
متن کاملOptimizing Latin hypercube designs by particle swarm
Latin hypercube designs (LHDs) are widely used in many applications. As the number of design points or factors becomes large, the total number of LHDs grows exponentially. The large number of feasible designs makes the search for optimal LHDs a difficult discrete optimization problem. To tackle this problem, we propose a new population-based algorithm named LaPSO that is adapted from the standa...
متن کاملOptimizing Swarm Intelligence in Solving Transport Problems
The problem that is being addressed in this project is transportation. The swarm in the artificial world has a goal of moving a set of supplies from one base, the home base, to another, the goal base. This goal has two parts. The swarm will start at the home base with the supplies and will first need to find the goal base’s location. After an agent in the swarm has succeeded in finding the goal...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Technometrics
سال: 2016
ISSN: 0040-1706,1537-2723
DOI: 10.1080/00401706.2014.981346