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Published byCarmella Hudson Modified over 8 years ago
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Genetic Algorithms and TSP Thomas Jefferson Computer Research Project by Karl Leswing
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Genetic Algorithms Effective in Optimization Problems Classified as a global search heuristic Inspired by Evolutionary Biology Inheritance Mutation Selection Crossover
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Traveling Salesman Given a number of cities and the costs of traveling from any city to any other city, what is the cheapest round- trip rout that visits each city exactly once and then returns to the starting city.
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Traveling Salesman Continued O(N!) Dynamic Programming down to O((n^2)*2^n) Find Near Optimal Solutions
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Current Work
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Current Work Continued Double Point Crossover Roulette Selection Unique Fitness Algorithm Single Point Mutation Mutation Rate Variable Effectiveness Solve 50 City TSP in less than one minute
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Extensions Selections Tournament Elitism Matrix Encoding Mutations Double Point Cycle 3 Dimension Open GL Weighted Paths
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