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File	Size
Get Bonus Downloads Here.url	182.00 B
~Get Your Files Here !/001. Part 1. Deterministic search algorithms.mp4	6.27 MB
~Get Your Files Here !/002. Chapter 1. Introduction to search and optimization.mp4	24.18 MB
~Get Your Files Here !/003. Chapter 1. Going from toy problems to the real world.mp4	7.93 MB
~Get Your Files Here !/004. Chapter 1. Basic ingredients of optimization problems.mp4	26.81 MB
~Get Your Files Here !/005. Chapter 1. Well-structured problems vs. ill-structured problems.mp4	22.38 MB
~Get Your Files Here !/006. Chapter 1. Search algorithms and the search dilemma.mp4	7.54 MB
~Get Your Files Here !/007. Chapter 1. Summary.mp4	5.50 MB
~Get Your Files Here !/008. Chapter 2. A deeper look at search and optimization.mp4	168.39 MB
~Get Your Files Here !/009. Chapter 2. Classifying search and optimization algorithms.mp4	21.80 MB
~Get Your Files Here !/010. Chapter 2. Heuristics and metaheuristics.mp4	35.08 MB
~Get Your Files Here !/011. Chapter 2. Nature-inspired algorithms.mp4	18.45 MB
~Get Your Files Here !/012. Chapter 2. Summary.mp4	5.52 MB
~Get Your Files Here !/013. Chapter 3. Blind search algorithms.mp4	44.66 MB
~Get Your Files Here !/014. Chapter 3. Graph search.mp4	11.62 MB
~Get Your Files Here !/015. Chapter 3. Graph traversal algorithms.mp4	49.37 MB
~Get Your Files Here !/016. Chapter 3. Shortest path algorithms.mp4	28.48 MB
~Get Your Files Here !/017. Chapter 3. Applying blind search to the routing problem.mp4	23.42 MB
~Get Your Files Here !/018. Chapter 3. Summary.mp4	6.51 MB
~Get Your Files Here !/019. Chapter 4. Informed search algorithms.mp4	12.34 MB
~Get Your Files Here !/020. Chapter 4. Minimum spanning tree algorithms.mp4	23.92 MB
~Get Your Files Here !/021. Chapter 4. Shortest path algorithms.mp4	126.36 MB
~Get Your Files Here !/022. Chapter 4. Applying informed search to a routing problem.mp4	42.32 MB
~Get Your Files Here !/023. Chapter 4. Summary.mp4	6.74 MB
~Get Your Files Here !/024. Part 2. Trajectory-based algorithms.mp4	4.91 MB
~Get Your Files Here !/025. Chapter 5. Simulated annealing.mp4	10.67 MB
~Get Your Files Here !/026. Chapter 5. The simulated annealing algorithm.mp4	75.27 MB
~Get Your Files Here !/027. Chapter 5. Function optimization.mp4	35.70 MB
~Get Your Files Here !/028. Chapter 5. Solving Sudoku.mp4	22.53 MB
~Get Your Files Here !/029. Chapter 5. Solving TSP.mp4	26.77 MB
~Get Your Files Here !/030. Chapter 5. Solving a delivery semi-truck routing problem.mp4	20.31 MB
~Get Your Files Here !/031. Chapter 5. Summary.mp4	7.21 MB
~Get Your Files Here !/032. Chapter 6. Tabu search.mp4	17.04 MB
~Get Your Files Here !/033. Chapter 6. Tabu search algorithm.mp4	49.70 MB
~Get Your Files Here !/034. Chapter 6. Solving constraint satisfaction problems.mp4	15.11 MB
~Get Your Files Here !/035. Chapter 6. Solving continuous problems.mp4	9.75 MB
~Get Your Files Here !/036. Chapter 6. Solving TSP and routing problems.mp4	36.10 MB
~Get Your Files Here !/037. Chapter 6. Assembly line balancing problem.mp4	45.89 MB
~Get Your Files Here !/038. Chapter 6. Summary.mp4	3.99 MB
~Get Your Files Here !/039. Part 3. Evolutionary computing algorithms.mp4	4.95 MB
~Get Your Files Here !/040. Chapter 7. Genetic algorithms.mp4	38.68 MB
~Get Your Files Here !/041. Chapter 7. Introducing evolutionary computation.mp4	28.48 MB
~Get Your Files Here !/042. Chapter 7. Genetic algorithm building blocks.mp4	51.36 MB
~Get Your Files Here !/043. Chapter 7. Implementing genetic algorithms in Python.mp4	40.21 MB
~Get Your Files Here !/044. Chapter 7. Summary.mp4	9.60 MB
~Get Your Files Here !/045. Chapter 8. Genetic algorithm variants.mp4	18.50 MB
~Get Your Files Here !/046. Chapter 8. Real-valued GA.mp4	48.03 MB
~Get Your Files Here !/047. Chapter 8. Permutation-based GA.mp4	27.50 MB
~Get Your Files Here !/048. Chapter 8. Multi-objective optimization.mp4	20.26 MB
~Get Your Files Here !/049. Chapter 8. Adaptive GA.mp4	10.95 MB
~Get Your Files Here !/050. Chapter 8. Solving the traveling salesman problem.mp4	8.39 MB
~Get Your Files Here !/051. Chapter 8. PID tuning problem.mp4	24.28 MB
~Get Your Files Here !/052. Chapter 8. Political districting problem.mp4	27.27 MB
~Get Your Files Here !/053. Chapter 8. Summary.mp4	7.76 MB
~Get Your Files Here !/054. Part 4. Swarm intelligence algorithms.mp4	5.42 MB
~Get Your Files Here !/055. Chapter 9. Particle swarm optimization.mp4	40.03 MB
~Get Your Files Here !/056. Chapter 9. Continuous PSO.mp4	81.34 MB
~Get Your Files Here !/057. Chapter 9. Binary PSO.mp4	11.81 MB
~Get Your Files Here !/058. Chapter 9. Permutation-based PSO.mp4	7.34 MB
~Get Your Files Here !/059. Chapter 9. Adaptive PSO.mp4	14.86 MB
~Get Your Files Here !/060. Chapter 9. Solving the traveling salesman problem.mp4	14.89 MB
~Get Your Files Here !/061. Chapter 9. Neural network training using PSO.mp4	71.08 MB
~Get Your Files Here !/062. Chapter 9. Summary.mp4	3.83 MB
~Get Your Files Here !/063. Chapter 10. Other swarm intelligence algorithms to explore.mp4	29.85 MB
~Get Your Files Here !/064. Chapter 10. ACO metaheuristics.mp4	21.36 MB
~Get Your Files Here !/065. Chapter 10. ACO variants.mp4	67.73 MB
~Get Your Files Here !/066. Chapter 10. From hive to optimization.mp4	31.00 MB
~Get Your Files Here !/067. Chapter 10. Exploring the artificial bee colony algorithm.mp4	38.68 MB
~Get Your Files Here !/068. Chapter 10. Summary.mp4	8.42 MB
~Get Your Files Here !/069. Part 5. Machine learning-based methods.mp4	5.45 MB
~Get Your Files Here !/070. Chapter 11. Supervised and unsupervised learning.mp4	18.01 MB
~Get Your Files Here !/071. Chapter 11. Demystifying machine learning.mp4	26.71 MB
~Get Your Files Here !/072. Chapter 11. Machine learning with graphs.mp4	122.75 MB
~Get Your Files Here !/073. Chapter 11. Self-organizing maps.mp4	12.34 MB
~Get Your Files Here !/074. Chapter 11. Machine learning for optimization problems.mp4	18.98 MB
~Get Your Files Here !/075. Chapter 11. Solving function optimization using supervised machine learning.mp4	18.00 MB
~Get Your Files Here !/076. Chapter 11. Solving TSP using supervised graph machine learning.mp4	39.15 MB
~Get Your Files Here !/077. Chapter 11. Solving TSP using unsupervised machine learning.mp4	8.11 MB
~Get Your Files Here !/078. Chapter 11. Finding a convex hull.mp4	36.54 MB
~Get Your Files Here !/079. Chapter 11. Summary.mp4	6.93 MB
~Get Your Files Here !/080. Chapter 12. Reinforcement learning.mp4	135.87 MB
~Get Your Files Here !/081. Chapter 12. Optimization with reinforcement learning.mp4	23.34 MB
~Get Your Files Here !/082. Chapter 12. Balancing CartPole using A2C and PPO.mp4	50.33 MB
~Get Your Files Here !/083. Chapter 12. Autonomous coordination in mobile networks using PPO.mp4	19.88 MB
~Get Your Files Here !/084. Chapter 12. Solving the truck selection problem using contextual bandits.mp4	32.02 MB
~Get Your Files Here !/085. Chapter 12. Journey s end A final reflection.mp4	6.06 MB
~Get Your Files Here !/086. Chapter 12. Summary.mp4	10.17 MB
~Get Your Files Here !/087. Appendix A. Search and optimization libraries in Python.mp4	16.67 MB
~Get Your Files Here !/088. Appendix A. Mathematical programming solvers.mp4	27.69 MB
~Get Your Files Here !/089. Appendix A. Graph and mapping libraries.mp4	49.20 MB
~Get Your Files Here !/090. Appendix A. Metaheuristics optimization libraries.mp4	34.75 MB
~Get Your Files Here !/091. Appendix A. Machine learning libraries.mp4	34.03 MB
~Get Your Files Here !/092. Appendix A. Projects.mp4	5.70 MB
~Get Your Files Here !/093. Appendix B. Benchmarks and datasets.mp4	7.91 MB
~Get Your Files Here !/094. Appendix B. Combinatorial optimization benchmark datasets.mp4	10.49 MB
~Get Your Files Here !/095. Appendix B. Geospatial datasets.mp4	3.85 MB
~Get Your Files Here !/096. Appendix B. Machine learning datasets.mp4	4.86 MB
~Get Your Files Here !/097. Appendix B. Data folder.mp4	6.23 MB
~Get Your Files Here !/098. Appendix C. Exercises and solutions.mp4	34.41 MB
~Get Your Files Here !/099. Appendix C. Chapter 3 Blind search algorithms.mp4	17.91 MB
~Get Your Files Here !/100. Appendix C. Chapter 4 Informed search algorithms.mp4	19.67 MB
~Get Your Files Here !/101. Appendix C. Chapter 5 Simulated annealing.mp4	25.89 MB
~Get Your Files Here !/102. Appendix C. Chapter 6 Tabu search.mp4	26.48 MB
~Get Your Files Here !/103. Appendix C. Chapter 7 Genetic algorithm.mp4	27.19 MB
~Get Your Files Here !/104. Appendix C. Chapter 8 Genetic algorithm variants.mp4	34.44 MB
~Get Your Files Here !/105. Appendix C. Chapter 9 Particle swarm optimization.mp4	59.27 MB
~Get Your Files Here !/106. Appendix C. Chapter 10 Other swarm intelligence algorithms to explore.mp4	32.84 MB
~Get Your Files Here !/107. Appendix C. Chapter 11 Supervised and unsupervised learning.mp4	20.38 MB
~Get Your Files Here !/108. Appendix C. Chapter 12 Reinforcement learning.mp4	61.90 MB
~Get Your Files Here !/Bonus Resources.txt	386.00 B

Description

[ DevCourseWeb.com ] Optimization Algorithms, Video Edition

If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com

Released: 10/2024
Duration: 15h 54m | .MP4 1920x1080, 30 fps(r) | AAC, 48000 Hz, 2ch | 3 GB
Genre: eLearning | Language: English

In Video Editions the narrator reads the book while the content, figures, code listings, diagrams, and text appear on the screen. Like an audiobook that you can also watch as a video.

Solve design, planning, and control problems using modern AI techniques.

Optimization problems are everywhere in daily life. What’s the fastest route from one place to another? How do you calculate the optimal price for a product? How should you plant crops, allocate resources, and schedule surgeries? Optimization Algorithms introduces the AI algorithms that can solve these complex and poorly-structured problems.

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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...