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TORRENT DETAILS

Oreilly - Optimization Algorithms, Video Edition

TORRENT SUMMARY

	Status:	This torrent has NOT been verified.
Category:	Other
Infohash	8d9d4f7aaeb56cff5ed7f44b1dd53ec5dfcba2b4
Size:	3 GB in 98 files
Release Date(s):	Torrent Release: 02-12-2024 by user
Swarm:	7 Seeds & 4 Peers
Vote:	No votes yet.

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FILE LIST

Filename		Size
	~Get Your Files Here !/001. Part 1. Deterministic search algorithms.mp4	6.3 MB
	~Get Your Files Here !/002. Chapter 1. Introduction to search and optimization.mp4	24.2 MB
	~Get Your Files Here !/003. Chapter 1. Going from toy problems to the real world.mp4	7.9 MB
	~Get Your Files Here !/004. Chapter 1. Basic ingredients of optimization problems.mp4	26.8 MB
	~Get Your Files Here !/005. Chapter 1. Well-structured problems vs. ill-structured problems.mp4	22.4 MB
	~Get Your Files Here !/006. Chapter 1. Search algorithms and the search dilemma.mp4	7.5 MB
	~Get Your Files Here !/007. Chapter 1. Summary.mp4	5.5 MB
	~Get Your Files Here !/008. Chapter 2. A deeper look at search and optimization.mp4	168.4 MB
	~Get Your Files Here !/009. Chapter 2. Classifying search and optimization algorithms.mp4	21.8 MB
	~Get Your Files Here !/010. Chapter 2. Heuristics and metaheuristics.mp4	35.1 MB
	~Get Your Files Here !/011. Chapter 2. Nature-inspired algorithms.mp4	18.4 MB
	~Get Your Files Here !/012. Chapter 2. Summary.mp4	5.5 MB
	~Get Your Files Here !/013. Chapter 3. Blind search algorithms.mp4	44.7 MB
	~Get Your Files Here !/014. Chapter 3. Graph search.mp4	11.6 MB
	~Get Your Files Here !/015. Chapter 3. Graph traversal algorithms.mp4	49.4 MB
	~Get Your Files Here !/016. Chapter 3. Shortest path algorithms.mp4	28.5 MB
	~Get Your Files Here !/017. Chapter 3. Applying blind search to the routing problem.mp4	23.4 MB
	~Get Your Files Here !/018. Chapter 3. Summary.mp4	6.5 MB
	~Get Your Files Here !/019. Chapter 4. Informed search algorithms.mp4	12.3 MB
	~Get Your Files Here !/020. Chapter 4. Minimum spanning tree algorithms.mp4	23.9 MB
	~Get Your Files Here !/021. Chapter 4. Shortest path algorithms.mp4	126.4 MB
	~Get Your Files Here !/022. Chapter 4. Applying informed search to a routing problem.mp4	42.3 MB
	~Get Your Files Here !/023. Chapter 4. Summary.mp4	6.7 MB
	~Get Your Files Here !/024. Part 2. Trajectory-based algorithms.mp4	4.9 MB
	~Get Your Files Here !/025. Chapter 5. Simulated annealing.mp4	10.7 MB
	~Get Your Files Here !/026. Chapter 5. The simulated annealing algorithm.mp4	75.3 MB
	~Get Your Files Here !/027. Chapter 5. Function optimization.mp4	35.7 MB
	~Get Your Files Here !/028. Chapter 5. Solving Sudoku.mp4	22.5 MB
	~Get Your Files Here !/029. Chapter 5. Solving TSP.mp4	26.8 MB
	~Get Your Files Here !/030. Chapter 5. Solving a delivery semi-truck routing problem.mp4	20.3 MB
	~Get Your Files Here !/031. Chapter 5. Summary.mp4	7.2 MB
	~Get Your Files Here !/032. Chapter 6. Tabu search.mp4	17 MB
	~Get Your Files Here !/033. Chapter 6. Tabu search algorithm.mp4	49.7 MB
	~Get Your Files Here !/034. Chapter 6. Solving constraint satisfaction problems.mp4	15.1 MB
	~Get Your Files Here !/035. Chapter 6. Solving continuous problems.mp4	9.7 MB
	~Get Your Files Here !/036. Chapter 6. Solving TSP and routing problems.mp4	36.1 MB
	~Get Your Files Here !/037. Chapter 6. Assembly line balancing problem.mp4	45.9 MB
	~Get Your Files Here !/038. Chapter 6. Summary.mp4	4 MB
	~Get Your Files Here !/039. Part 3. Evolutionary computing algorithms.mp4	4.9 MB
	~Get Your Files Here !/040. Chapter 7. Genetic algorithms.mp4	38.7 MB
	~Get Your Files Here !/041. Chapter 7. Introducing evolutionary computation.mp4	28.5 MB
	~Get Your Files Here !/042. Chapter 7. Genetic algorithm building blocks.mp4	51.4 MB
	~Get Your Files Here !/043. Chapter 7. Implementing genetic algorithms in Python.mp4	40.2 MB
	~Get Your Files Here !/044. Chapter 7. Summary.mp4	9.6 MB
	~Get Your Files Here !/045. Chapter 8. Genetic algorithm variants.mp4	18.5 MB
	~Get Your Files Here !/046. Chapter 8. Real-valued GA.mp4	48 MB
	~Get Your Files Here !/047. Chapter 8. Permutation-based GA.mp4	27.5 MB
	~Get Your Files Here !/048. Chapter 8. Multi-objective optimization.mp4	20.3 MB
	~Get Your Files Here !/049. Chapter 8. Adaptive GA.mp4	11 MB
	~Get Your Files Here !/050. Chapter 8. Solving the traveling salesman problem.mp4	8.4 MB
	~Get Your Files Here !/051. Chapter 8. PID tuning problem.mp4	24.3 MB
	~Get Your Files Here !/052. Chapter 8. Political districting problem.mp4	27.3 MB
	~Get Your Files Here !/053. Chapter 8. Summary.mp4	7.8 MB
	~Get Your Files Here !/054. Part 4. Swarm intelligence algorithms.mp4	5.4 MB
	~Get Your Files Here !/055. Chapter 9. Particle swarm optimization.mp4	40 MB
	~Get Your Files Here !/056. Chapter 9. Continuous PSO.mp4	81.3 MB
	~Get Your Files Here !/057. Chapter 9. Binary PSO.mp4	11.8 MB
	~Get Your Files Here !/058. Chapter 9. Permutation-based PSO.mp4	7.3 MB
	~Get Your Files Here !/059. Chapter 9. Adaptive PSO.mp4	14.9 MB
	~Get Your Files Here !/060. Chapter 9. Solving the traveling salesman problem.mp4	14.9 MB
	~Get Your Files Here !/061. Chapter 9. Neural network training using PSO.mp4	71.1 MB
	~Get Your Files Here !/062. Chapter 9. Summary.mp4	3.8 MB
	~Get Your Files Here !/063. Chapter 10. Other swarm intelligence algorithms to explore.mp4	29.9 MB
	~Get Your Files Here !/064. Chapter 10. ACO metaheuristics.mp4	21.4 MB
	~Get Your Files Here !/065. Chapter 10. ACO variants.mp4	67.7 MB
	~Get Your Files Here !/066. Chapter 10. From hive to optimization.mp4	31 MB
	~Get Your Files Here !/067. Chapter 10. Exploring the artificial bee colony algorithm.mp4	38.7 MB
	~Get Your Files Here !/068. Chapter 10. Summary.mp4	8.4 MB
	~Get Your Files Here !/069. Part 5. Machine learning-based methods.mp4	5.4 MB
	~Get Your Files Here !/070. Chapter 11. Supervised and unsupervised learning.mp4	18 MB
	~Get Your Files Here !/071. Chapter 11. Demystifying machine learning.mp4	26.7 MB
	~Get Your Files Here !/072. Chapter 11. Machine learning with graphs.mp4	122.7 MB
	~Get Your Files Here !/073. Chapter 11. Self-organizing maps.mp4	12.3 MB
	~Get Your Files Here !/074. Chapter 11. Machine learning for optimization problems.mp4	19 MB
	~Get Your Files Here !/075. Chapter 11. Solving function optimization using supervised machine learning.mp4	18 MB
	~Get Your Files Here !/076. Chapter 11. Solving TSP using supervised graph machine learning.mp4	39.2 MB
	~Get Your Files Here !/077. Chapter 11. Solving TSP using unsupervised machine learning.mp4	8.1 MB
	~Get Your Files Here !/078. Chapter 11. Finding a convex hull.mp4	36.5 MB
	~Get Your Files Here !/079. Chapter 11. Summary.mp4	6.9 MB
	~Get Your Files Here !/080. Chapter 12. Reinforcement learning.mp4	135.9 MB
	~Get Your Files Here !/081. Chapter 12. Optimization with reinforcement learning.mp4	23.3 MB
	~Get Your Files Here !/082. Chapter 12. Balancing CartPole using A2C and PPO.mp4	50.3 MB
	~Get Your Files Here !/083. Chapter 12. Autonomous coordination in mobile networks using PPO.mp4	19.9 MB
	~Get Your Files Here !/084. Chapter 12. Solving the truck selection problem using contextual bandits.mp4	32 MB
	~Get Your Files Here !/085. Chapter 12. Journey s end A final reflection.mp4	6.1 MB
	~Get Your Files Here !/086. Chapter 12. Summary.mp4	10.2 MB
	~Get Your Files Here !/087. Appendix A. Search and optimization libraries in Python.mp4	16.7 MB
	~Get Your Files Here !/088. Appendix A. Mathematical programming solvers.mp4	27.7 MB
	~Get Your Files Here !/089. Appendix A. Graph and mapping libraries.mp4	49.2 MB
	~Get Your Files Here !/090. Appendix A. Metaheuristics optimization libraries.mp4	34.8 MB
	~Get Your Files Here !/091. Appendix A. Machine learning libraries.mp4	34 MB
	~Get Your Files Here !/092. Appendix A. Projects.mp4	5.7 MB
	~Get Your Files Here !/093. Appendix B. Benchmarks and datasets.mp4	7.9 MB
	~Get Your Files Here !/094. Appendix B. Combinatorial optimization benchmark datasets.mp4	10.5 MB
	~Get Your Files Here !/095. Appendix B. Geospatial datasets.mp4	3.8 MB
	~Get Your Files Here !/096. Appendix B. Machine learning datasets.mp4	4.9 MB
	~Get Your Files Here !/097. Appendix B. Data folder.mp4	6.2 MB
	~Get Your Files Here !/098. Appendix C. Exercises and solutions.mp4	34.4 MB

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