PPT-Introduction to Evolutionary Computing

Author : cappi | Published Date : 2024-01-13

1 Contents Key components of an EC system Positioning of EC and the basic EC metaphor Biological inspiration Darwinian evolution theory simplified Genetics simplified

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Introduction to Evolutionary Computing: Transcript

1 Contents Key components of an EC system Positioning of EC and the basic EC metaphor Biological inspiration Darwinian evolution theory simplified Genetics simplified Motivation for EC. Chapter 1. Contents. . Positioning of EC and the basic EC metaphor. Historical perspective. Biological inspiration:. Darwinian evolution theory . (simplified!). Genetics . (simplified!). Motivation for EC. Parallel Computing. CIS . 410/. 510. Department of Computer and Information Science. Outline. What is the fork-join concept?. What is the fork-join pattern?. Programming Model Support for Fork-Join. Recursive Implementation of Map. vs.. poker games. Yikan. Chen (yc2r@virginia.edu). Weikeng. Qin (wq7yt@virginia.edu). 1. Outline. 2. Evolutionary Algorithm. Poker!. Artificial Neural Network. E-ANN. Evolutionary algorithm. 3. Evolutionary algorithm. Some slides are imported from . “Getting creative with evolution” from. P. Bentley, University College London. http://evonet.dcs.napier.ac.uk/summerschool2002/tutorials.html. http://en.wikipedia.org/wiki/Evolutionary_art. Ruoming. Jin. Welcome!. Instructor: . Ruoming. Jin. Office: 264 MCS Building. Email: . jin. AT cs.kent.edu. Office hour: Tuesdays and Thursdays (4:30PM to 5:30PM) or by appointment. TA: Lin Liu. Email: . Parallel Computing. CIS . 410/. 510. Department of Computer and Information Science. Outline. Quick review of hardware architectures. Running on supercomputers. Message Passing. MPI. 2. Introduction to Parallel Computing, University of Oregon, IPCC. Khalid Muhammad. 1. History of Quantum Computing. Bits and Qubits. Problems with the Quantum Machine. Who Introduced the Idea?. Khalid Muhammad. 1. Introduction to Quantum Computing. Soviet scientist Yuri . Text Data, File I/O, and Exceptions. Strings, revisited. Formatted . ouput. File Input/Output. Errors and Exceptions. Introduction to Computing Using Python. String representations. >>> excuse = 'I am sick'. . Multiobjective. . Optimization. . Algorithms. Karthik. . Sindhya. , . PhD. Postdoctoral Researcher. Industrial Optimization Group. Department of Mathematical Information Technology. Karthik.sindhya@jyu.fi. Eileen Berman (stealing from many people). DUNE Collaboration Meeting. Jan 29, 2018. What Does This Include?. Getting Started. LArSoft. . (thanks to Erica Snider). Gallery. . (thanks to Marc . Paterno. [. thoughtsoncloud.com]. Outline. What is Cloud Computing?. Characteristics . of . the Cloud . C. omputing model. Evolution of Cloud Computing. Cloud Computing Architecture. Cloud Services: . I. aaS. Chapter. 2: . Evolutionary. Computing: the . Origins. Historical perspective. Biological inspiration:. Darwinian evolution theory . (simplified!). Genetics . (simplified!). Motivation for EC . 2. Strings. In addition to number and Boolean values, Python support string values. A string value is represented as a sequence of characters enclosed within . quotes. >>> 'Hello, World!'. 'Hello, World!'.

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