PPT-Probing Algorithms for combinatorial optimization Under Uncertainty

Sahil Singla Carnegie Mellon University Joint Work Partly With ANUPAM GUPTA and VISWANATH NAGARAJAN 2 nd Feb 2018 Combinatorial Optimization Given a Finite Universe. . Hash Tables. CSE 680. Prof. Roger Crawfis. Motivation. Arrays provide an indirect way to access a . set. .. Many times we need an association between two sets, or a set of . keys. and associated data.. Characterization. Institute for Nanotechnology & Advanced Materials. Bar Ilan . Universtiy. , Ramat Gan 52900. yaniv.phd@gmail.com. Yaniv Bouhadana . Assaf. . Anderson . Eli . Rosh-. Hodesh. . Hannah-. Advanced Medicinal Chemistry . (. Pharm. 5219): Section A. Ref.: . An Introduction to Medicinal Chemistry. , 3. rd. ed. 2005, . G.L.Patrick. , Oxford University press. Md. . Saifuzzaman. Assoc. Professor. for Geometry Processing. Justin Solomon. Princeton University. David . Bommes. RWTH Aachen University. This Morning’s Focus. Optimization.. Synonym(-. ish. ):. . Variational. methods.. This Morning’s Focus. Chandra . Chekuri. Univ. of Illinois, Urbana-Champaign. DIMACS Workshop on Network Coding: Next 15 Years. . December 16, 2015. Network Coding. [. Ahlswede. -. Cai. -Li-Yeung] . Beautiful result that established connections between. Optimization Algorithms. Welcome!. CS4234 . Overview. Optimization Algorithms. http://. www.comp.nus.edu.sg/. ~gilbert/CS4234. Instructor: . Seth Gilbert. Office: . COM2. -323. Office hours: . by appointment. Semidefinite. Programming. Satyen. Kale . (Yahoo! Research). Joint work with. Sanjeev. . Arora. . (Princeton). Semidefinite. Programming. Semidefinite. Program (SDP):. find . X. . s.t.. . Sahil. Singla. . (Carnegie Mellon University). Thesis Committee. : . Manuel Blum. , . Anupam. Gupta. , . Robert D. Kleinberg. , . R. Ravi. , . and. . Jan . VondrÁk. (10. th. Nov, 2017). (Probing & Stopping-Time Algorithms). Uri Zwick. Tel Aviv University. Started: . April . 2015. Last update: . January 12, 2017. Hashing with open addressing. “Uniform probing”. Insert key . in the first free position among.  . (Sometimes) assumed to be a . 10 Bat Algorithms Xin-She Yang, Nature-Inspired Optimization Algorithms, Elsevier, 2014 The bat algorithm (BA) is a bio-inspired algorithm developed by Xin-She Yang in 2010. 10.1 Echolocation of Bats 1. A . cover. of an undirected graph . is a set . of nodes such that every . edge . of G has at least one end in . .. For any matching . and any cover . , each edge in . has an end in . and the corresponding nodes in C are all distinct.. . SYFTET. Göteborgs universitet ska skapa en modern, lättanvänd och . effektiv webbmiljö med fokus på användarnas förväntningar.. 1. ETT UNIVERSITET – EN GEMENSAM WEBB. Innehåll som är intressant för de prioriterade målgrupperna samlas på ett ställe till exempel:. Uncertainty. Irreducible uncertainty . is inherent to a system. Epistemic uncertainty . is caused by the subjective lack of knowledge by the algorithm designer. In optimization problems, uncertainty can be represented by a vector of random variables . Carisa Petris, Don Liu . Issue . 7. , 2017. A presentation to:. Meeting name. Date. Table of Contents. 01. Background. 02. Types. of studies. 03. Key results. 04. Tables (Risk of Bias/Forest Plots).