TY - GEN AU - Griewank,Andreas AU - Walther,Andrea TI - Evaluating derivatives: Principles and techniques of algorithmic differentiation SN - 9780898716597 (alk. paper) AV - QA304 U1 - 515.33 PY - 2008/// CY - Philadelphia, PA PB - Society for Industrial and Applied Mathematics KW - Differential calculus KW - Data processing N1 - Bibliografie p. 411 Index p. 433; Introduction -- A framework for evaluating functions -- Fundamentals of forward and reverse -- Memory issues and complexity bounds -- Repeating and extending reverse -- Implementation and software -- Sparse forward and reverse -- Exploiting sparsity by compression -- Going beyond forward and reverse -- Jacobian and Hessian accumulation -- Observations on efficiency -- Reversal schedules and checkpointing -- Taylor and tensor coefficients -- Differentiation without differentiability -- Implicit and iterative differentiation -- Epilogue N2 - This title is a comprehensive treatment of algorithmic, or automatic, differentiation. The second edition covers recent developments in applications and theory, including an elegant NP completeness argument and an introduction to scarcity UR - http://www.loc.gov/catdir/toc/ecip0818/2008021064.html UR - http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&doc_number=016738224&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA UR - http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&doc_number=016738224&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA ER -