This research merges the hierarchicalreinforcementlearning (HRL) domain and ...This research merges the hierarchical reinforcement learning (HRL) domain and the ant colony optimization (ACO) domain. The merger produces a HRL ACO algorithm capable of generating solutions for both domains. This research also provides two...more
This research merges the hierarchicalreinforcementlearning (HRL) domain and ...This research merges the hierarchical reinforcement learning (HRL) domain and the ant colony optimization (ACO) domain. The merger produces a HRL ACO algorithm capable of generating solutions for both domains. This research also provides two...more
This research merges the hierarchicalreinforcementlearning (HRL) domain and ...This research merges the hierarchical reinforcement learning (HRL) domain and the ant colony optimization (ACO) domain. The merger produces a HRL ACO algorithm capable of generating solutions for both domains. This research also provides two...more
This book not only discusses the important topics in the area of machine learn...This book not only discusses the important topics in the area of machine learning and combinatorial optimization it also combines them into one. This was decisive for choosing the material to be included in the book and determining its order of...more
This book not only discusses the important topics in the area of machine learn...This book not only discusses the important topics in the area of machine learning and combinatorial optimization it also combines them into one. This was decisive for choosing the material to be included in the book and determining its order of...more
This book presents up-to-date information on the main contemporary sub-fields ...This book presents up-to-date information on the main contemporary sub-fields of reinforcement learning including partially observable environments hierarchical task decompositions relational knowledge representation and predictive state...more
Simulation-Based Optimization: Parametric Optimization Techniques and Reinforc...Simulation-Based Optimization: Parametric Optimization Techniques and Reinforcement Learning introduce the evolving area of static and dynamic simulation-based optimization. Covered in detail are model-free optimization techniques - especially...more
Simulation-Based Optimization: Parametric Optimization Techniques and Reinforc...Simulation-Based Optimization: Parametric Optimization Techniques and Reinforcement Learning introduce the evolving area of static and dynamic simulation-based optimization. Covered in detail are model-free optimization techniques - especially...more
Simulation-Based Optimization: Parametric Optimization Techniques and Reinforc...Simulation-Based Optimization: Parametric Optimization Techniques and Reinforcement Learning introduce the evolving area of static and dynamic simulation-based optimization. Covered in detail are model-free optimization techniques - especially...more
This book not only discusses the important topics in the area of machine learn...This book not only discusses the important topics in the area of machine learning and combinatorial optimization it also combines them into one. This was decisive for choosing the material to be included in the book and determining its order of...more
Antcolonyoptimization algorithms have long been touted as providing an effec...Ant colony optimization algorithms have long been touted as providing an effective and efficient means of generating high quality solutions to NP-hard optimization problems. Unfortunately while the structure of the algorithm is easy to parallelize...more
The application of advanced analytics in science and technology is rapidly exp...The application of advanced analytics in science and technology is rapidly expanding and developing optimization technics is critical to this expansion. Instead of relying on dated procedures researchers can reap greater rewards by utilizing...more
AntColonyOptimization (ACO) is the best example of how studies intended at u...Ant Colony Optimization (ACO) is the best example of how studies intended at understanding and modeling the behavior of ants and other social insects can inspire the development of computational algorithms for the solution of tough mathematical...more
This is a Brand New book in excellent condition. Format: Hardcover Author: Ost...This is a Brand New book in excellent condition. Format: Hardcover Author: Ostfeld AVI ISBN10: 9533071575 ISBN13: 9789533071572 Ants communicate information by leaving pheromone tracks. A moving ant leaves in varying quantities some pheromone on the...more
This book explains the basic ideas behind several variants of antcolony optim...This book explains the basic ideas behind several variants of ant colony optimization (ACO) and shows how they may be used in real-world settings like manufacturing engineering design and health care. Marco Dorigo proposed ACO for the first time and...more