Several Programs for Function Optimization
A collection of MATLAB programs implementing various function optimization techniques including Simulated Annealing, Tabu Search, Genetic Algorithms, and Neural Networks
MATLAB Implementation of Tabu Search Algorithm
Development Background Tabu Search (TS), first proposed by Glover in 1986, extends local neighborhood search as a global stepwise optimization algorithm that simulates human intellectual processes. Key Technology The TS algorithm employs a flexible memory structure and corresponding tabu criteria to avoid cyclical searches, while incorporating aspiration criteria to override tabu restrictions for promising solutions. This ensures diversified exploration and ultimately achieves global optimization. Compared to simulated annealing and genetic algorithms, TS represents another meta-heuristic approach with distinct search characteristics. To date, TS has achieved significant success in combinatorial optimization, production scheduling, machine learning, circuit design and neural networks.
Tabu Search Optimization for Vehicle Routing Problems
A tabu search algorithm implementation for vehicle routing optimization with dynamic multi-vehicle scheduling capabilities and heuristic enhancement techniques
Intelligent Optimization Algorithms for TSP: Ant Colony, Simulated Annealing, Genetic Algorithms, Neural Networks, and Tabu Search
Comprehensive solutions for the Traveling Salesman Problem using intelligent optimization algorithms including Ant Colony Optimization, Simulated Annealing, Genetic Algorithms, Neural Networks, and Tabu Search with code implementation insights.
MATLAB Program Collection for Simulated Annealing, Tabu Search, Genetic Algorithms, and Neural Networks
A comprehensive MATLAB program collection featuring implementations of Simulated Annealing, Tabu Search, Genetic Algorithms, and Neural Networks with detailed code descriptions and optimization techniques.
Implementation of Tabu Search Optimization Algorithm
Provides comprehensive explanation and MATLAB implementation details for Tabu Search metaheuristic algorithm for combinatorial optimization problems
MATLAB Implementation of Tabu Search Algorithm
MATLAB Code Implementation of Tabu Search Algorithm with Detailed Technical Explanations