ECE457AProject

ECE457A Project - GNSS Surveying

• Add paths to algorithms

  addpath('ga'); addpath('pso'); addpath('aco'); addpath('ts'); addpath('sa');

• Generating cost matrix from sample datasets

  Costs = get_costs('berlin52.tsp');

• Generating an intial solution

  NumPoints = 51; InitialSol = gen_initial_solution(NumPoints, NumReceivers);

• Running TS

  [Solution, Cost] = tabu_search(Costs, TabuLength, NumReceivers, ... MaxIterationsWithoutChange, InitialSol); [Solution, Cost] = adaptive_ts(Costs, NumReceivers, MaxIterationsWithoutChange, ... InitialSol);

• Running SA

  [Solution, Cost] = simulated_annealing(Costs, InitialSol, Alpha, ... InitialProbability, FinalTemperature, IterationsPerTemperature); [Solution, Cost] = adaptive_sa(Costs, InitialSol, Alpha, MaxNoChange);

• Running GA

  [Solution, Cost] = ga(Costs, NumIterations, PopulationSize, CrossoverProbability, ... MutationProbability, NumPoints, NumReceivers);

• Running PSO

  [Solution, Cost] = new_pso(Costs, NumIterations, ... NumParticles, NumPoints, NumReceivers, InertiaWeight, CognitiveAccel, ... SocialAccel, MaxVelocity);

• Running ACO

  [Solution, Cost] = ant_colony_optimization(Costs, MaxIterationsWithoutChange, ... NumPoints, NumReceivers, NumAnts, InitialPheromone, Alpha, Beta, ... EvaporationRate, Ro);