Open AccessBook
Adaptation in natural and artificial systems
John H. Holland
- 01 Jan 1975
TL;DR: Names of founding work in the area of Adaptation and modiication, which aims to mimic biological optimization, and some (Non-GA) branches of AI.
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Abstract: Name of founding work in the area. Adaptation is key to survival and evolution. Evolution implicitly optimizes organisims. AI wants to mimic biological optimization { Survival of the ttest { Exploration and exploitation { Niche nding { Robust across changing environments (Mammals v. Dinos) { Self-regulation,-repair and-reproduction 2 Artiicial Inteligence Some deenitions { "Making computers do what they do in the movies" { "Making computers do what humans (currently) do best" { "Giving computers common sense; letting them make simple deci-sions" (do as I want, not what I say) { "Anything too new to be pidgeonholed" Adaptation and modiication is root of intelligence Some (Non-GA) branches of AI: { Expert Systems (Rule based deduction)
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Citations
Intelligent optimization to integrate a plug-in hybrid electric vehicle smart parking lot with renewable energy resources and enhance grid characteristics
TL;DR: In this article, a movie theater complex equipped with a plug-in hybrid electric vehicles (PHEV) parking lot is considered as the optimum location for constructing a movie theatre complex with a PHEV parking lot.
242
Enhanced colliding bodies optimization for design problems with continuous and discrete variables
Ali Kaveh,M. Ilchi Ghazaan +1 more
TL;DR: Enhanced Colliding Bodies Optimization (ECBO) which uses memory to save some best solutions is developed and a mechanism is utilized to escape from local optima.
242
Parameter estimation of internal thermal mass of building dynamic models using genetic algorithm
Shengwei Wang,Xinhua Xu +1 more
TL;DR: In this article, a building is described using a simplified thermal network model and a genetic algorithm estimator is developed to estimate the lumped internal thermal parameters of the model using the operation data collected from site monitoring.
242
Integration of the grey relational analysis with genetic algorithm for software effort estimation
TL;DR: Experimental results show that the software effort estimation using an integration of the GRA with GA method presents more precise estimates over the results using the case-based reasoning (CBR), classification and regression trees (CART), and artificial neural networks (ANN) methods.
242
Nature-Inspired Optimization Algorithms: Challenges and Open Problems.
TL;DR: In this paper, the authors provide an in-depth review of some recent nature-inspired algorithms with the emphasis on their search mechanisms and mathematical foundations, identifying some challenging issues and five open problems concerning the analysis of algorithmic convergence and stability.
References
•Book
Petroleum Refinery Process Economics
Robert E. Maples
- 01 Feb 1993
TL;DR: In this paper, the reader is presented with an organized look at the yield data for refinery processes and how to use this information in performing process economic studies of various types, such as refining.
212
•Book
The Graphic Language of Neville Brody
Jon Wozencroft
- 01 Jan 1988
TL;DR: The second instalment in the continuing Neville Brody story appeared in this paper with three new typefaces: Blur, Pop, and FF Gothic, created for Fontshop International of Berlin, publishers of "FUSE", the inetractive magazine set up by Brody in 1990 as a new forum for experimental typography.
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