Performance enhancement of optimization processes

Details Performance enhancement of optimization processes Performance enhancement of optimization processes

2005-08-23

2008-11-25

Vincent, David (Department: 2129)

Data processing: artificial intelligence

Machine learning

Genetic algorithm and genetic programming system

C706S045000

Reexamination Certificate

active

07457786

ABSTRACT:
The performance of optimization algorithms operating with compute-intensive fitness functions is enhanced by constraining time-intensive fitness evaluations for candidate solutions that show low likelihood of being fit at early stages of the fitness evaluation. By prematurely discarding alternatives that could be potentially optimal upon complete fitness evaluation but with low likelihood, the running time of the overall optimization process is advantageously reduced substantially, thereby trading off time complexity for search fidelity.

REFERENCES:
patent: 6799154 (2004-09-01), Aragones et al.
James K. Aragones et al., “Systems and Methods for Managing an Assett Inventory,” U.S. Appl. No. 11/095,242, filed Jul. 20, 2004.

Affiliated with

Also associated with

Rating

Performance enhancement of optimization processes does not yet have a rating. At this time, there are no reviews or comments for this patent.

If you have personal experience with Performance enhancement of optimization processes, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Performance enhancement of optimization processes will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFUS-PAI-O-4033357