Tag: Algorithms

Free Download Python Data Structures & Algorithms – Ace Coding Interviews
Published 2/2024
Created by Ahmed Elsakka
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 121 Lectures ( 5h 3m ) | Size: 1.2 GB

Free Download Bibliometric Analysis – Algorithms & Interpretations
Published 1/2024
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 4h 5m | Size: 2.1 GB
VOSviewer Demystified: Mathematical Foundations and Network Interpretations of Bibliometric Analysis

Free Download Computational Intelligence-based Optimization Algorithms: From Theory to Practice
by Babak Zolghadr-Asli
English | 2024 | ISBN: 1032544155 | 357 pages | True PDF | 32.13 MB

Free Download Autonomous driving algorithms and Its IC Design by Jianfeng Ren, Dong Xia
English | August 10, 2023 | ISBN: 9819928966 | 315 pages | MOBI | 7.51 Mb
With the rapid development of artificial intelligence and the emergence of various new sensors, autonomous driving has grown in popularity in recent years. The implementation of autonomous driving requires new sources of sensory data, such as cameras, radars, and lidars, and the algorithm processing requires a high degree of parallel computing. In this regard, traditional CPUs have insufficient computing power, while DSPs are good at image processing but lack sufficient performance for deep learning. Although GPUs are good at training, they are too "power-hungry," which can affect vehicle performance. Therefore, this book looks to the future, arguing that custom ASICs are bound to become mainstream. With the goal of ICs design for autonomous driving, this book discusses the theory and engineering practice of designing future-oriented autonomous driving SoC chips.

Free Download Approximation and Online Algorithms: 21st International Workshop, WAOA 2023, Amsterdam, The Netherlands, September 7-8, 2023, Proceedings by Jarosław Byrka, Andreas Wiese
English | PDF (True) | 2023 | 246 Pages | ISBN : 3031498143 | 5.4 MB
This book constitutes the refereed proceedings of the 21st International Workshop on Approximation and Online Algorithms, WAOA 2023, held in Amsterdam, The Netherlands, during September 7-8, 2023 The 16 full papers included in this book are carefully reviewed and selected from 43 submissions. The topics of WAOA 2023 were algorithmic game theory, algorithmic trading, coloring and partitioning, competitive analysis, computational advertising, computational finance, cuts and connectivity, FPT-approximation algorithms, geometric problems, graph algorithms, inapproximability results, mechanism design, network design, packing and covering, paradigms for the design and analysis of approximation and online algorithms, resource augmentation, and scheduling problems.

Free Download Chaotic Meta-heuristic Algorithms for Optimal Design of Structures
English | 2024 | ISBN: 3031489179 | 454 Pages | PDF EPUB (True) | 91 MB
In this book, various chaos maps are embedded in eleven efficient and well-known metaheuristics and a significant improvement in the optimization results is achieved. The two basic steps of metaheuristic algorithms consist of exploration and exploitation. The imbalance between these stages causes serious problems for metaheuristic algorithms, which are immature convergence and stopping in local optima. Chaos maps with chaotic jumps can save algorithms from being trapped in local optima and lead to convergence toward global optima. Embedding these maps in the exploration phase, exploitation phase, or both simultaneously corresponds to three efficient and useful scenarios. By creating competition between different modes and increasing diversity in the search space and creating sudden jumps in the search phase, improvements are achieved for chaotic algorithms. Four Chaotic Algorithms, including Chaotic Cyclical Parthenogenesis Algorithm, Chaotic Water Evaporation Optimization, Chaotic Tug-of-War Optimization, and Chaotic Thermal Exchange Optimization are developed.

Free Download Algorithms and Architectures for Parallel Processing: 22nd International Conference, ICA3PP 2022, Copenhagen, Denmark, October 10-12, 2022, Proceedings by Weizhi Meng, Rongxing Lu, Geyong Min, Jaideep Vaidya
English | EPUB | 2023 | 818 Pages | ISBN : 3031226763 | 100.7 MB
This book constitutes the refereed proceedings of the 22nd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2022, which was held in October 2022. Due to COVID-19 pandemic the conference was held virtually.

Free Download Graphs: Theory and Algorithms by K. Thulasiraman, M. N. S. Swamy
English | PDF | 1992 | 471 Pages | ISBN : 0471513563 | 18.9 MB
This adaptation of an earlier work by the authors is a graduate text and professional reference on the fundamentals of graph theory. It covers the theory of graphs, its applications to computer networks and the theory of graph algorithms. Also includes exercises and an updated bibliography.

Free Download Algorithms for Efficient and Fast 3D-HEVC Depth Map Encoding By Gustavo Sanchez; Luciano Agostini; César Marcon
2019 | 83 Pages | ISBN: 3030259277 | EPUB | 16 MB
This book describes and analyzes in detail the encoding effort and the encoding tool usage applied to 3D-HEVC depth map coding. Based on the analyzed information, the authors introduce efficient algorithms for accelerating the available encoding tools. The contributions discussed in this book include four algorithms for reducing intra-frame encoding effort and three algorithms for reducing inter-frame encoding effort. The presented results demonstrate several levels of encoding effort reduction with different impacts in the encoding efficiency, surpassing state-of-the-art solutions by more than 50% the encoding effort with only 0.3% encoding efficiency loss.

Free Download Models and Algorithms for Genome Evolution By Chauve, Cedric;El-Mabrouk, Nadia;Tannier, Eric
2013 | 328 Pages | ISBN: 1447152980 | EPUB | 3 MB
Part I: Emergence of Standard Algorithms — What’s Behind Blast — Forty Years of Model-Based Phylogeography — How to Infer Ancestral Genome Features by Parsimony — Duplication, Rearrangement and Reconciliation — The Genesis of the DCJ Formula — Part II: New Lights on Current Paradigms — Large-Scale Multiple Sequence Alignment and Phylogeny Estimation — Rearrangements in Phylogenetic Inference — Status of Research on Insertion and Deletion Variations in the Human Population — A Retrospective on Genomic Preprocessing for Comparative Genomics — A Comparison of DCJ and Algebraic Distances — Part III: Promising Directions — Fractionation, Rearrangement, Consolidation, Reconstruction — Error Detection and Correction of Gene Trees — The Potential of Family-Free Genome Comparison — Genetic History of Populations.