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  • Evolution of Connection Weights...
    http://ai-depot.com/Articles/47/EANN-Weights.html

  • AILab - Publications...
    http://ailab.ch/publications/?year=1998

  • Gradient Search vs. Swarm Intelligence...
    http://approximity.com/papers/ptfopt/node28.html

  • W3DIMSUM...
    http://biocyb.cs.ucla.edu/dimsum/abstract.html

  • Deterministic Optimization and Design Jay R. Lund ...
    http://cee.engr.ucdavis.edu/faculty/lund/Classes/ECI153/Notes3.pdf

  • Citations: A class of gradient-estimating algorithms for reinforcement learning ...
    http://citeseer.ist.psu.edu/context/82260/0

  • Learning Rate Schedules For Faster Stochastic Gradient Search - Darken, Chang, M...
    http://citeseer.ist.psu.edu/darken92learning.html

  • Citations: Evolutionary Algorithms and Gradient Search: Similarities and Differe...
    http://citeseer.nj.nec.com/context/654305/0

  • ...
    http://como.vub.ac.be/Teaching/adaptieve1/Multi-layer%20Perceptron.ppt

  • Applying Online Gradient Descent Search to Genetic Programming ...
    http://crpit.com/confpapers/CRPITV32Smart.pdf

  • A gradient based fast search algorithm for warping motion compensation schemes...
    http://doi.ieeecomputersociety.org/10.1109/ICIP.1997.632193

  • Optimization methods...
    http://dutnsic.tn.tudelft.nl:8080/main/node25.html

  • Genetic algorithms for the solution of optimisation problems (CHEER v13 n1)...
    http://econltsn.ilrt.bris.ac.uk/cheer/ch13_1/ch13_1p16.htm

  • ...
    http://ejournals.wspc.com.sg/ijig/02/0204/S0219467802000810.html

  • Estimate Gradient Method for Optimization Procedures of Electromagnetic Devices ...
    http://elec.kure-nct.ac.jp/~yokose/papers/cefc00ab.pdf

  • Local search algorithms ...
    http://engr.smu.edu/~kartha/aiclass/handouts/lectures/chapter04b.pdf

  • Untitled Document...
    http://eos.uom.gr/~jason/frameen2.html

  • ESD News item...
    http://esd.mit.edu/HeadLine/course16888.html

  • Faster Genetic Programming based on Local Gradient Search of ...
    http://garage.cps.msu.edu/papers/GARAGe01-07-01.pdf

  • Optimization in O.R.: Two-Level Table of Contents...
    http://gilbreth.ecn.purdue.edu/~rardin/oorbook/tocs/2level.html

  • Optimization in O.R.: Chapter Contents...
    http://gilbreth.ecn.purdue.edu/~rardin/oorbook/tocs/chapter.html

  • ...
    http://goethe.ira.uka.de/people/syrjakow/publications/zaragoza99/slides_2.p

  • AN AD ...
    http://gps-tsc.upc.es/veu/research/pubs/download/Nog98c.pdf

  • Optimization...
    http://gray.mgh.harvard.edu/new/research/Modeling/SampleProject_5.htm

  • Computational Problems...
    http://gsbwww.uchicago.edu/computing/research/SASManual/ormp/chap5/sect36.h

  • Generalized Pattern Search Algorithms with Adaptive ...
    http://gundog.lbl.gov/dirpubs/52629.pdf

  • Computational Procedures...
    http://helix.nih.gov/apps/structbio/ampac/ampacmanual/algorithms.html

  • IEEE Xplore: A self-normalizing gradient search adaptive array algorithm...
    http://ieeexplore.ieee.org/xpl/abs_free.jsp?arNumber=104256

  • Rosenbrock method for optimization of non-linear function....
    http://iridia.ulb.ac.be/~fvandenb/optimization/rosenbrock.html

  • Steepest Descent -Gradient Search...
    http://math.fullerton.edu/mathews/n2003/gradientsearch/GradientSearchBib/Li

  • Steepest Descent -Gradient Search...
    http://math.fullerton.edu/mathews/n2003/gradientsearch/GradientSearchBib/Li

  • AlgorithmsOfRL < Main < UMichRL...
    http://neuromancer.eecs.umich.edu/cgi-bin/twiki/view/Main/AlgorithmsOfRL

  • Global Search Methods for Neural Networks...
    http://neuron.eng.wayne.edu/tarek/MITbook/chap8/8_0.html

  • ...
    http://neuron.eng.wayne.edu/tarek/MITbook/chap8/8_1.html

  • TOMS: Volume 20, Issue 3 , Line search algorithms with ......
    http://portal.acm.org/citation.cfm?id=192115.192132&dl=GUIDE&dl=ACM&idx=J78

  • A Multi-agent Approach for Peer-to-Peer-based Information Retrieval Systems ...
    http://prisms.cs.umass.edu/brian/pubs/haizheng-aamas04.pdf

  • Title page for ETD etd-02212003-134812...
    http://scholar.lib.vt.edu/theses/available/etd-02212003-134812/

  • USC-SIPI REPORT #126...
    http://sipi.usc.edu/reports/abstracts/usc-sipi.126.html

  • Pattern Search Algorithms for Bound ...
    http://techreports.larc.nasa.gov/icase/1996/icase-1996-20.pdf

  • NASA/CR-1998-208966 ...
    http://techreports.larc.nasa.gov/icase/1998/icase-1998-57.pdf

  • Search-Based Agents Computing Driving Directions ...
    http://web.engr.oregonstate.edu/~tgd/classes/430/slides/part3.pdf

  • Direct Gradient-Based ...
    http://www-2.cs.cmu.edu/~learning/talks-1999/99-12-06.baxter.slides.pdf

  • fminunc (Optimization Toolbox)...
    http://www-ccs.ucsd.edu/matlab/toolbox/optim/fminunc.html

  • IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 46, NO. 7, NOVEMBER 2000 2731 ...
    http://www-citi.int-evry.fr/~regalia/personal/articles/it-nov-00.pdf

  • Unconstrained Optimization...
    http://www-fp.mcs.anl.gov/otc/Guide/OptWeb/continuous/unconstrained/

  • 2nd International Conference on Autonomous Robots and Agents ...
    http://www-ist.massey.ac.nz/icara2004/files/Papers/Paper22_ICARA2004_131_13

  • Learning from Scarce Experience ...
    http://www.ai.mit.edu/~pesha/Public/icml02.ps

  • IMAGE COMPRESSION AND PACKET VIDEO ...
    http://www.apl.jhu.edu/Notes/Beser/525759/icpvf04lect5.pdf

  • Search Algorithms...
    http://www.atnf.csiro.au/computing/software/midas/Hypertext/doc/95NOV/vol2/

  • Re: [S] nls() singular gradient matrix...
    http://www.biostat.wustl.edu/archives/html/s-news/1999-07/msg00219.html

  • Abstract of "Coding of Fractal Binary Images with Contractive Set Mappings Compo...
    http://www.bk.isy.liu.se/history/CodingOfFractalBinaryImagesWithContractive

  • Bookpool: Theory and Design of Adaptive Filters...
    http://www.bookpool.com/sm/0130402656

  • CAAM Department Technical Reports: 2004...
    http://www.caam.rice.edu/caam/trs/tr04.html

  • CAAM Department Technical Reports: 1999...
    http://www.caam.rice.edu/caam/trs/tr99.html

  • Conjugate-Gradient Method...
    http://www.cae.wisc.edu/~ece539/project/presentation/garsha/garsha.html

  • Optional Genie-VMS ...
    http://www.canberra.com/pdf/Products/SW_pdf/5optpeak.pdf

  • CS3361: Search: The Sequel...
    http://www.cc.gatech.edu/classes/cs3361_96_spring/lecture-3.html

  • CS3361: Search: The Sequel...
    http://www.cc.gatech.edu/classes/cs3361_97_spring/lecture-2.html

  • Overview...
    http://www.ccem.uiuc.edu/overview.html

  • C ...
    http://www.cens.ucla.edu/Education/Posters/NSF%20Poster%20Session-June%204/

  • ...
    http://www.cis.upenn.edu/~lee/04cis640/slides/CooperativeAgents.ppt

  • Local Search...
    http://www.cp.eng.chula.ac.th/~piak/teaching/algo/algo2001/local-search.htm

  • Charles Audet - Publications...
    http://www.crt.umontreal.ca/~charlesa/pub.html

  • Direct Gradient-Based ...
    http://www.cs.cmu.edu/~learning/talks-1999/99-12-06.baxter.slides.pdf

  • Applying Search Algorithms to the Temperature ...
    http://www.cs.colostate.edu/~genitor/2004/atmos.pdf

  • Ruffled by Ridges: ...
    http://www.cs.colostate.edu/~genitor/2004/ruffled.pdf

  • CS 1571 Introduction to AI ...
    http://www.cs.pitt.edu/~milos/courses/cs1571/lectures/Class7.pdf

  • SGOPT User Manual Version Version 2.0...
    http://www.cs.sandia.gov/SGOPT/sgopt/doc/html/intro.html

  • Proceedings of DETC2004: ...
    http://www.cs.utah.edu/gdc/publications/papers/DETC2004-57507.pdf

  • i ...
    http://www.cs.wright.edu/~mcox/Teaching/Cs714/TOC.pdf

  • Newopt : A Modular Optimisation Package...
    http://www.cse.clrc.ac.uk/qcg/chemshell/manual/newopt.html

  • Dr. Alexander Topchy (publications)...
    http://www.cse.msu.edu/~topchyal/pubs.html

  • Parallel Controlled Random Search Algorithms...
    http://www.dl.ac.uk/TCSC/Staff/Hu_Y_F/PROJECT/CRS/

  • Learning algorithms for DTRNN...
    http://www.dlsi.ua.es/~mlf/nnafmc/pbook/node26.html

  • Optimization in O.R.: Chapter Contents...
    http://www.ecn.purdue.edu/~rardin/oorbook/tocs/chapter.html

  • Chaouki T. Abdallah...
    http://www.eece.unm.edu/faculty/chaouki/paperra.htm

  • Etools...
    http://www.emedicine.com/tools.html

  • Search Algorithms...
    http://www.eso.org/projects/esomidas/doc/user/98NOV/volb/node25.html

  • Evolution & search...
    http://www.estec.esa.nl/outreach/gatutor/evolution.htm

  • What learning rate should be used for backprop?...
    http://www.faqs.org/faqs/ai-faq/neural-nets/part2/section-4.html

  • Genetic Algorithms in Search and Optimization by Richard Baker...
    http://www.fenews.com/fen5/ga.html

  • Decision Sciences: Improving Decision Effectiveness of Artificial Neural Network...
    http://www.findarticles.com/p/articles/mi_qa3713/is_200307/ai_n9254004

  • Forest Science: Combining tabu search and genetic algorithm heuristic techniques...
    http://www.findarticles.com/p/articles/mi_qa4019/is_200202/ai_n9043936

  • ...
    http://www.genesis-sim.org/GENESIS/gum-tutorials/vanier-paramsearch/paramse

  • Tahoe_Lang_Comments...
    http://www.genetic-programming.com/jktahoelangcom.html

  • P1: SAD ...
    http://www.geocities.com/francorbusetti/Tabu.pdf

  • 11.3 BFGS...
    http://www.hafro.is/gadget/userguide/node69.html

  • Abstract of "Coding of Fractal Binary Images with Contractive Set Mappings Compo...
    http://www.icg.isy.liu.se/history/CodingOfFractalBinaryImagesWithContractiv

  • A New Gradient Descent Method for Unconstrained ...
    http://www.ici.ro/camo/neculai/newstep.pdf

  • Computational Problems...
    http://www.id.unizh.ch/software/unix/statmath/sas/sasdoc/stat/chap46/sect31

  • Gradient-based Reinforcement Planning in ...
    http://www.idsia.ch/~marcus/ai/pgrep.pdf

  • Selected Publications of Ralf Salomon...
    http://www.ifi.unizh.ch/ailab/people/salomon/pubs.html

  • 1 ...
    http://www.ima.umn.edu/talks/workshops/1-6-7.2003/dennis/IMALec2print.pdf

  • To Appear in the Proceedings of the Second International Conference on ...
    http://www.inductive.com/NL-OPTIM.pdf

  • Inductive Solutions, Inc. - GENSHEET Genetic Algorithms...
    http://www.inductive.com/softgen.htm

  • Local Search Algorithms ...
    http://www.informatik.uni-stuttgart.de/ipvr/ise/lehre/ProblemSolving/PPTsli

  • DBLP: Ralf Salomon...
    http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/s/Salomon:Ralf.ht

  • The approximate inverse and conjugate gradient: non-symmetrical algorithms for f...
    http://www.iop.org/EJ/abstract/0031-9155/40/2/005

  • FIGURE 2. Landscape of the minimum value found vs. the number of function evalua...
    http://www.isi.edu/~shen/shoot.ps

  • ...
    http://www.jhuapl.edu/ISSO/PDF-txt/Chapter-01.ppt

  • Condensed Table of Contents for ...
    http://www.jhuapl.edu/ISSO/PDF-txt/TOC.pdf

  • SPSA Algorithm...
    http://www.jhuapl.edu/SPSA/

  • To appear in M. S. Kearns, S. A. Solla, and D. A. Cohn, editors, Advances in Neu...
    http://www.leemon.com/papers/nips98/graddesc.pdf

  • Formatting Instructions for NIPS -8-...
    http://www.leemon.com/papers/nips98/

  • What Is Direct Search? :: Getting Started with Direct Search (Genetic Algorithm ...
    http://www.mathworks.com/access/helpdesk/help/toolbox/gads/ds_intr2.html

  • Conjugate Gradient Algorithms :: Backpropagation (Neural Network Toolbox)...
    http://www.mathworks.com/access/helpdesk/help/toolbox/nnet/backpr59.html

  • Line Search :: Standard Algorithms (Optimization Toolbox)...
    http://www.mathworks.com/access/helpdesk/help/toolbox/optim/tutori5b.shtml

  • Methods - Operations Research Models and Methods...
    http://www.me.utexas.edu/~jensen/ORMM/methods/unit/nonlinear/subunits/teach

  • IFIP96:IT Tools Abstracts: Cho...
    http://www.mic.atr.co.jp/ifip-tools/invited/abstracts/sbcho.html

  • ...
    http://www.mit.edu/~cbatten/research/scanning-2001.ppt

  • Sharpness Search Algorithms for Automatic Focusing ...
    http://www.mit.edu/~cbatten/work/sem-scanning01.pdf

  • Sharpness Search Algorithms for Automatic ...
    http://www.mit.edu/~cbatten/work/sem-slides-scanning01.pdf

  • Global Convergence Analysis of Fast Multiobjective Gradient ...
    http://www.mlahanas.de/Papers/preprint/ConfigurationSpaceAnalysis.pdf

  • Chapter6...
    http://www.mpri.lsu.edu/textbook/Chapter6-a.htm

  • Chapter6...
    http://www.mpri.lsu.edu/textbook/Chapter6.htm

  • Structure optimization with evolutionary algorithms...
    http://www.neuroinformatik.ruhr-uni-bochum.de/ini/PROJECTS/SONN/Publication

  • ...
    http://www.nrao.edu/~tcornwel/ursi2002wf.ppt

  • Omegahat API Documentation: Package org.omegahat.Numerics.Optimizers...
    http://www.omegahat.org/api/org/omegahat/Numerics/Optimizers/package-summar

  • Numerical Methods in Control - High-order stuff...
    http://www.op.dlr.de/FF-DR-ER/research/num/highord.html

  • February 15, 2000 / Vol. 25, No. 4 / OPTICS LETTERS 221 ...
    http://www.optics.rochester.edu/workgroups/fienup/PUBLICATIONS/OL00_SARFocM

  • E S T S C PAGE 1 ...
    http://www.osti.gov/estsc/PDFs/optimize.pdf

  • Approximating and Simulating the Stochastic Growth Model: ...
    http://www.pitt.edu/~jduffy/docs/duffymcnelis.pdf

  • Robotics Institute: Gradient Descent for General Reinforcement Learning...
    http://www.ri.cmu.edu/pubs/pub_2947.html

  • [Scipy-cvs] world/scipy/Lib/optimize optimize.py,1.40,1.41...
    http://www.scipy.net/pipermail/scipy-cvs/2004-March/002549.html

  • Introduction to Adaptive Arrays...
    http://www.scitechpub.com/monzingo.htm

  • MS59 Nasty Nonsmooth Nonlinear Optimization...
    http://www.siam.org/meetings/ARCHIVES/an97/ms59.htm

  • MS59 Nasty Nonsmooth Nonlinear Optimization...
    http://www.siam.org/meetings/archives/an97/ms59.htm

  • Premium Solver Platform for Excel - Evolutionary Solver + Classical Optimization...
    http://www.solver.com/xlsplatform3.htm

  • JPT (Apr 2003): Experiences With Automated History Matching...
    http://www.spe.org/spe/jpt/jsp/jptpapersynopsis/0,2439,1104_11038_1042282_1

  • Multipopulation GA...
    http://www.systemtechnik.tu-ilmenau.de/~pohlheim/Papers/mpga_gal95/gal2_2.h

  • Power Efficient Motion Estimation Search Strategy For Video Codecs ...
    http://www.telecom.net.et/~bdu/icece2003/P027.pdf

  • The line search...
    http://www.thep.lu.se/public_html/jetnet_30_manual/node40.html

  • Global Optimization: Q & A...
    http://www.wolfram.com/products/applications/globalopt/qanda.html?print_thi

  • Global Optimization: Q & A...
    http://www.wolfram.com/products/applications/globalopt/qanda.html

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