Detailed review of optimization from first principles, supported by rigorous math and computer science explanations and various learning aids\nSupported by rigorous math and computer science foundations, Combinatorial and Algorithmic Mathematics: From Foundation to Optimization provides a from-scratch ...
We first perform an extensive ablation study to identify the necessary components of leading NAS methods. We next introduce our geometry-aware framework called GAEA, which exploits the underlying structure of the weight-sharing NAS optimization problem to quickly find high-performance architectures. This...
necessitating the development of efficient implementations for these advanced systems [10]. This chapter delves into a particular combinatorial optimization challenge encountered while enhancing the efficiency of isogeny-based cryptographic computations. ...
but are not limited to: Area 1: Modeling, Optimization, and Analysis Modeling and analysis of computer and mobile networks Optimization and control of computer and mobile networks, e.g., capacity planning, resource allocation, routing, and scheduling Measurement and performance monitoring/forecasting ...
design and analysis of algorithms and foundations of robotics raise unique questions in a variety of traditional and new fields including but not limited to: - Control theory and optimization, - Computational geometry and topology, - Motion planning, ...
Special Issue on "Tourist Trip Planning: Algorithmic Foundations" (https://tinyurl.com/4k365nm2) - Call for Papers - The advancement of ICTs has had a profound effect on all facets of travel and tourism industries. Among others, intelligent systems which facilitate tourists in planning their tr...
In this chapter, we discuss the self-avoiding path enumeration problem featured in the YouTube animated video. This problem has become a well-known example for illustrating the fascinating power of algorithmic techniques, making it impressive even to young students and non-experts. We outline the ...
In spite of the growing interest... K Yamane - 《Springer Tracts in Advanced Robotics》 被引量: 58发表: 2004年 Control Problems in Robotics Path Optimization for Nonholonomic Systems: Application to Reactive Obstacle Avoidance and Path Planning.- From Dynamic Programming to RRTs: Algorithmic De.....
“Rather than using metrics in the service of optimization against benchmarks, scholars of machine behavior are interested in a broader set of indicators, much as social scientists explore a wide range of human behaviors in the realm of social, political or economic interactions” (Rahwan et al...
First, we carefully selected 1,114-dimensional features derived from nine categories of heteroge- neous data in H1 cells; however, it remains challenging to select the comprehensive and discriminating features to identify enhancers; thus, further optimization of the feature set must be continued. ...