The broadcast storm problem in a mobile ad hoc network
MobiCom '99 Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking
Minimum-energy broadcast in all-wireless networks: NP-completeness and distribution issues
Proceedings of the 8th annual international conference on Mobile computing and networking
Power Adaptive Broadcasting with Local Information in Ad Hoc Networks
ICNP '03 Proceedings of the 11th IEEE International Conference on Network Protocols
Proceedings of the 1st international conference on Embedded networked sensor systems
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 6 - Volume 07
Energy-efficient broadcasting in all-wireless networks
Wireless Networks
WNS2 '06 Proceeding from the 2006 workshop on ns-2: the IP network simulator
Variable-Range Transmission Power Control in Wireless Ad Hoc Networks
IEEE Transactions on Mobile Computing
A near-optimal multicast scheme for mobile ad hoc networks using a hybrid genetic algorithm
Expert Systems with Applications: An International Journal
Relaying in mobile ad hoc networks: the Brownian motion mobility model
Wireless Networks
Node connectivity index as mobility metric for GA based QoS routing in MANET
Mobility '07 Proceedings of the 4th international conference on mobile technology, applications, and systems and the 1st international symposium on Computer human interaction in mobile technology
Erratum: A genetic algorithm for energy-efficient based multicast routing on MANETs
Computer Communications
Optimizing quality of service of wireless mobile ad-hoc networks using evolutionary computation
Proceedings of the 4th annual workshop on Cyber security and information intelligence research: developing strategies to meet the cyber security and information intelligence challenges ahead
Solving Three-Objective Optimization Problems Using a New Hybrid Cellular Genetic Algorithm
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
ADVCOMP '08 Proceedings of the 2008 The Second International Conference on Advanced Engineering Computing and Applications in Sciences
Cellular Genetic Algorithms
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Using particle swam optimization for QoS in ad-hoc multicast
Engineering Applications of Artificial Intelligence
Minimum-energy all-to-all multicasting in wireless ad hoc networks
IEEE Transactions on Wireless Communications
Automatic tuning of communication protocols for vehicular ad hoc networks using metaheuristics
Engineering Applications of Artificial Intelligence
Handbook of Metaheuristics
jMetal: A Java framework for multi-objective optimization
Advances in Engineering Software
EvoCOMNET'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part II
Multiobjective evolutionary algorithms: a comparative case studyand the strength Pareto approach
IEEE Transactions on Evolutionary Computation
A fast and elitist multiobjective genetic algorithm: NSGA-II
IEEE Transactions on Evolutionary Computation
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Energy consumption is one of the main concerns in mobile ad hoc networks (or MANETs). The lifetime of its devices highly depends on the energy consumption as they rely on batteries. The adaptive enhanced distance based broadcasting algorithm, AEDB, is a message dissemination protocol for MANETs that uses cross-layer technology to highly reduce the energy consumption of devices in the process, while still providing competitive performance in terms of coverage and time. We use two different multi-objective evolutionary algorithms to optimize the protocol on three network densities, and we evaluate the scalability of the best found AEDB configurations on larger networks and different densities.