Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Transitions in geometric minimum spanning trees
Discrete & Computational Geometry - Special issue on ACM symposium on computational geometry, North Conway
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Wireless sensor networks: a survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
Energy-Efficient Communication Protocol for Wireless Microsensor Networks
HICSS '00 Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 8 - Volume 8
Energy-Aware Routing in Cluster-Based Sensor Networks
MASCOTS '02 Proceedings of the 10th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems
Fusion in sensor networks with communication constraints
Proceedings of the 3rd international symposium on Information processing in sensor networks
A Minimum Cost Heterogeneous Sensor Network with a Lifetime Constraint
IEEE Transactions on Mobile Computing
How to Solve It: Modern Heuristics
How to Solve It: Modern Heuristics
WaveScheduling: energy-efficient data dissemination for sensor networks
DMSN '04 Proceeedings of the 1st international workshop on Data management for sensor networks: in conjunction with VLDB 2004
Minimum energy mobile wireless networks
IEEE Journal on Selected Areas in Communications
A drift-tolerant model for data management in ocean sensor networks
MobiDE '07 Proceedings of the 6th ACM international workshop on Data engineering for wireless and mobile access
Impact of Drifter Deployment on the Quality of Ocean Sensing
GeoSensor Networks
Adaptive and energy efficient clustering architecture for dynamic sensor networks
ICCOMP'08 Proceedings of the 12th WSEAS international conference on Computers
Evolutionary design of secrecy amplification protocols for wireless sensor networks
Proceedings of the second ACM conference on Wireless network security
A genetic approach for wireless mesh network planning and optimization
Proceedings of the 2009 International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly
Fast simulation methods to predict wireless sensor network performance
Proceedings of the 6th ACM symposium on Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks
Proceedings of the 4th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks
Expert Systems with Applications: An International Journal
A memetic algorithm for optimal dynamic design of wireless sensor networks
Computer Communications
Self-configurable publish/subscribe middleware for wireless sensor networks
CCNC'09 Proceedings of the 6th IEEE Conference on Consumer Communications and Networking Conference
Optimization design of under mine wireless sensor network based on genetic quantum algorithm
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Computer Networks: The International Journal of Computer and Telecommunications Networking
Discrete gene regulatory networks (dGRNs): a novel approach to configuring sensor networks
INFOCOM'10 Proceedings of the 29th conference on Information communications
Pareto-based evolutionary computational approach for wireless sensor placement
Engineering Applications of Artificial Intelligence
Optimal control of mobile monitoring agents in immune-inspired wireless monitoring networks
Journal of Network and Computer Applications
Proactive reconfiguration of wireless sensor networks
Proceedings of the 14th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
An evolutionary computation approach for designing mobile ad hoc networks
Expert Systems with Applications: An International Journal
Transactions on Computational Science XV
Knowledge-based design space exploration of wireless sensor networks
Proceedings of the eighth IEEE/ACM/IFIP international conference on Hardware/software codesign and system synthesis
BeeIP - A Swarm Intelligence based routing for wireless ad hoc networks
Information Sciences: an International Journal
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We present a multi-objective optimization methodology for self-organizing, adaptive wireless sensor network design and energy management, taking into consideration application-specific requirements, communication constraints and energy-conservation characteristics. A precision agriculture application of sensor networks is used as an example. We use genetic algorithms as the optimization tool of the developed system and an appropriate fitness function is developed to incorporate many aspects of network performance. The design characteristics optimized by the genetic algorithm system include the status of sensor nodes (whether they are active or inactive), network clustering with the choice of appropriate clusterheads and finally the choice between two signal ranges for the simple sensor nodes. We show that optimal sensor network designs constructed by the genetic algorithm system satisfy all application-specific requirements, fulfill the existent connectivity constraints and incorporate energy-conservation characteristics. Energy management is optimized to guarantee maximum life span of the network without lack of the network characteristics that are required by the specific application.