Lecture Notes for Algorithm Analysis and DesignSen, SandeepSen, S. (2013). Lecture notes for algorithm analysis and design. November 6, 2013. http://www.cse.iitd. ernet.in/*ssen/csl356/root.pdf.
In PostIandII, I have introduced some basics of AI game-playing algorithms, and Monte Carlo Tree Search (MCTS) [1], a popular algorithm suitable for solving perfect information games. InPart III, which is this post, I will introduce Counterfactual Regret Minimization (CFR) [2], a popular ...
In recent years, rapid developments of quantum computer are witnessed in both the hardware and the algorithm domains, making it necessary to have an updated review of some major techniques and applications in quantum algorithm design. In this survey as well as tutorial article, the authors first ...
they still face some inherent challenges, such as convergence speed, optimization precision, the ability to escape local convergence, and the need for further enhancement in solving engineering design problems, as well as their overall applicability. Therefore, to address...
The Newton–Raphson method and the Lagrangian algorithm have been applied to resolve this optimization problem. The BCO algorithm managed to obtain a safe path free of collision. However, the BCO algorithm has not been compared to the state-of-the-art algorithms, and more scenarios need to be...
To address this problem, we must delve into the mathematical properties of the forgetting curve — a task that requires a large amount of data for plotting the curve. The data in this tutorial is sourced from anopen datasetcreated by the language learning application MaiMe...
The search direction for the master problem (12) is given by the subgradient σ=∑j=1S∇tlϕ(tl,pj), which are simply the lagrange multipliers that corresponds to the non-anticipativity constraints (9e). These are computed by solving the different scenario subproblems [9]. Hence, the ...
HLBO in convergence to the global solution as well as the passage of optimally localized areas of the search space compared to ten competing algorithms. In addition, the implementation of HLBO on four engineering design issues demonstrates the applicability of HLBO in real-world problem solving. ...
The alternative, integer-based calculation process for PIλDμ controller is proposed and tested in numerical analysis, simulation environment, and Linux-based testbed environment with real-life devices. The FPGA design for the calculation process is presented. Experimental evaluation and setup process ...
(HEAPS) CHAPTER 7: SORTING CHAPTER 8: THE DISJOINT SET ADT CHAPTER 9: GRAPH ALGORITHMS CHAPTER 10: ALGORITHM DESIGN TECHNIQUES CHAPTER 11: AMORTIZED ANALYSIS mk:@MSITStore:K:\Data.Structures.and.Algorithm.Analysis.in.C.chm::/... 2006-1-27 Structures, Algorithm Analysis: PREFACE 页码,1/4 ...