Response surface methodology: 1966–1988
Technometrics
Response surface methodology and its application in simulation
WSC '93 Proceedings of the 25th conference on Winter simulation
Analysis of TCP performance over mobile ad hoc networks
MobiCom '99 Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking
INSIGNIA: an IP-based quality of service framework for mobile ad Hoc networks
Journal of Parallel and Distributed Computing - Special issue on wireless and mobile computing and communications
Characterizing the interaction between routing and MAC protocols in ad-hoc networks
Proceedings of the 3rd ACM international symposium on Mobile ad hoc networking & computing
Implementation experience with MANET routing protocols
ACM SIGCOMM Computer Communication Review
Ad-hoc On-Demand Distance Vector Routing
WMCSA '99 Proceedings of the Second IEEE Workshop on Mobile Computer Systems and Applications
Design and Analysis of Experiments
Design and Analysis of Experiments
Stationary Distributions for the Random Waypoint Mobility Model
IEEE Transactions on Mobile Computing
Factor interaction on service delivery in mobile ad hoc networks
IEEE Journal on Selected Areas in Communications
Evaluation of cross-layer interactions for reconfigurable radio platforms
TAPAS '06 Proceedings of the first international workshop on Technology and policy for accessing spectrum
A Rigorous Evaluation of Crossover and Mutation in Genetic Programming
EuroGP '09 Proceedings of the 12th European Conference on Genetic Programming
MATH'08 Proceedings of the 13th WSEAS international conference on Applied mathematics
Optimizing for sparse training of Cognitive Radio networks
First International Workshop on Cognitive Wireless Networks
Profile-driven regression for modeling and runtime optimization of mobile networks
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Steepest-ascent constrained simultaneous perturbation for multiobjective optimization
ACM Transactions on Modeling and Computer Simulation (TOMACS)
A theoretical framework for interaction measure and sensitivity analysis in cross-layer design
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Locally proactive routing protocols
ADHOC-NOW'10 Proceedings of the 9th international conference on Ad-hoc, mobile and wireless networks
A predictive model for cognitive radio
MILCOM'06 Proceedings of the 2006 IEEE conference on Military communications
An improved multi-agent genetic algorithm for numerical optimization
Natural Computing: an international journal
| Hi-index | 0.00 |
Response surface methodology (RSM) is a collection of statistical design and numerical optimization techniques traditionally used to optimize industrial processes. In this paper, we demonstrate that the methodology can be successfully applied to the domain of networking. Specifically, we obtain increased throughput with a significant decrease in delay in a ns-2 simulation model of a mobile ad hoc network (MANET) by using RSM to optimize protocol interaction found by factor screening. Whether the experimentation is with a stochastic simulation model or a physical system, such as a MANET or a wireless sensor network test-bed, RSM provides a general and practical methodology to screen factors and robustly and jointly optimize responses.