Invention Grant
- Patent Title: Evolutionary search for robust solutions
- Patent Title (中): 进化搜索强大的解决方案
-
Application No.: US11517135Application Date: 2006-09-06
-
Publication No.: US07783583B2Publication Date: 2010-08-24
- Inventor: Bernhard Sendhoff , Hans-Georg Beyer
- Applicant: Bernhard Sendhoff , Hans-Georg Beyer
- Applicant Address: DE Offenbach/Main
- Assignee: Honda Research Institute Europe GmbH
- Current Assignee: Honda Research Institute Europe GmbH
- Current Assignee Address: DE Offenbach/Main
- Agency: Fenwick & West LLP
- Priority: EP05019800 20050912
- Main IPC: G06F15/18
- IPC: G06F15/18 ; G06N3/00 ; G06N3/12

Abstract:
One embodiment of the present invention is a method for optimizing a parameter set comprising object parameters, the method comprising the steps of: (a) creating an initial population of a plurality of individual parameter sets, the parameter sets comprising object parameters describing a model, structure, shape, design or process to be optimized and setting the initial population as a current parent population; (b) for each individual parameter set in a parent population mutating the parameters and optionally recombining the parameters to create an offspring population of individual parameter sets, wherein the strength of an individual object parameter mutation is enlarged by a noise contribution to enhance the robustness of the optimization; (c) evaluating a quality of each individual in the offspring population; (d) selecting individuals of the offspring population to be the next parent generation; and (e) repeating steps (b) through (d) until a termination criterion is reached.
Public/Granted literature
- US20070094167A1 Evolutionary search for robust solutions Public/Granted day:2007-04-26
Information query