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Genetic Algorithm Using NS2

Genetic Algorithm using NS2 is a programming technique which mimics biological evolution and used for problem-solving strategy. We have guided more than 50+ Genetic Algorithm using NS2 Simulation Projects for academic students.When introduced to a specific problem to solve, the input to the Genetic Algorithm is a set of potential solutions to that problem, encoded in different fashion, and a metric known as fitness function that allows each candidate to be quantitatively evaluated.

NS2 Projects

Concepts involved in genetic algorithm:

  • Task scheduling models.
  • Optimized Routing.
  • Vehicle navigation routing models.
  • Container terminal network model.

Scope of genetic algorithm used in network:

  • Node density (ND).
  • Reduce Delay of the packet arrival.
  • Increase Bandwidth availability.
  • Optimum Resource allocation (RA).
  • To achieve Network lifetime (NL).

Sample code for genetic algorithm:

proc genrand {max num} {
set result [list] for {set i 0} {$i < $num} {incr i} {
lappend result [expr {int($max * rand())}] }
return $result
proc generation {name gen} {
puts “0eneration: $gen0
proc evaluate {name entity} {
global goal
set result [expr {100 * 10}] for {set i 0} {$i < 10} {incr i} {
incr result [expr {−1 * abs([lindex $goal $i] − [lindex $entity $i])}] }
return $result
proc seed {name entity} {
set seed [genrand 100 10] return $seed
proc adapt {name entity} {
return $entity
proc mutate {name entity} {
lset entity [genrand 10 1] [genrand 100 1] return $entity
proc crossover {name entity1 entity2} {
set cross [genrand 10 1] set child1 [concat [lrange $entity1 0 $cross−1] [lrange $entity2 $cross end]] set child2 [concat [lrange $entity2 0 $cross−1] [lrange $entity1 $cross end]] return [list $child1 $child2] }


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Wonderful Team ! Delivered my project within stipulated time as per requirement.Video File was very Helpful in guiding to execute my project.Cleared my doubts on project through Skype.On the whole Great job.Would recommend to anyone Outsource ns2 projects

James Hendrix - M.Tech , USA

Mailed to various agency for implementing ns2 projects with source code.Finally chosen you guys for clarifying me deeply what needs to be done, required time-frame? Charged me very less ,Supported very well to complete my Final Year NS2 Projects.

Ravi Kishan - B.E , India

Guided all the way to complete my PhD Thesis , Helped me to simulate my paper  with NS2. Supported me in publishing my paper in reputed journal platform. Kept my work 100% confidential . Very Supportive hand to complete PhD Degree. Thanks

Christina - PhD , Germany

Current Work Progress:

NS2 Projects for MS Students

Wireless Sensor Network

LTE ( Long Term Evolution)


Green Network

Mobil Cloud Computing

NS2 Projects for B.E / B.Tech Students

Network Security Projects


4G , 5G

Under Water Sensor Projects


NS2 Projects for M.E / M.Tech Students

Cognitive Radio Network


Wifi , Wi-Max

Multi - Cast Network

Video Streaming

NS2 Projects for PhD Scholar

SDN (Software Defined Networking)

IOT (Internet of Things)


Social Sensor Network

Network Attacks

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