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Abstrak :
This textbook is an introduction to Scientific Computing, in which several numerical methods for the computer-based solution of certain classes of mathematical problems are illustrated. The authors show how to compute the zeros, the extrema, and the integrals of continuous functions, solve linear systems, approximate functions using polynomials and construct accurate approximations for the solution of ordinary and partial differential equations. To make the format concrete and appealing, the programming environments Matlab and Octave are adopted as faithful companions. The book contains the solutions to several problems posed in exercises and examples, often originating from important applications. At the end of each chapter, a specific section is devoted to subjects which were not addressed in the book and contains bibliographical references for a more comprehensive treatment of the material. From the review: " ... This carefully written textbook, the third English edition, contains substantial new developments on the numerical solution of differential equations. It is typeset in a two-color design and is written in a style suited for readers who have mathematics, natural sciences, computer sciences or economics as a background and who are interested in a well-organized introduction to the subject.

Abstrak :
The papers in this volume focus on the following topics: design optimization and inverse problems, numerical optimization techniques,efficient analysis and reanalysis techniques, sensitivity analysis and industrial applications. The conference EngOpt brings together engineers, applied mathematicians and computer scientists working on research, development and practical application of optimization methods in all engineering disciplines and applied sciences.

Abstrak :
Potensi energi geotermal Indonesia merupakan yang terbesar di dunia, namun kini baru diutilisasi sekitar 4% dari potensi tersebut. Penelitian ini bertujuan mengoptimalkan penempatan sumur produksi geotermal di lapangan X agar risiko aktivitas pengembangan skema produksi dapat diminimalisasi. Pada penelitian ini dilakukan pemodelan dan simulasi reservoir dengan menggunakan data 3G (Geologi, Geofisika dan Geokimia) dari lapangan X dan data dari sumur yang telah ada. Dengan menggunakan TOUGH2, PETRASIM dan GeoSlicer-X, pemodelan forward yang mencakup adjustment dari litologi dan posisi sources dilakukan hingga model reservoir mencapai kondisi natural state. Data hasil simulasi reservoir kemudian diregresi menggunakan MATLAB serta dilakukan optimasi numerik guna mendapatkan titik-titik penempatan sumur produksi yang diajukan untuk penambahan kapasitas terpasang di lapangan X. Didapatkan hasil penelitian titik optimum penempatan sumur produksi pada koordinat x 3276 m dan y 4262 m dengan nilai entalpi spesifik maksimum 1529,9 kJ/kg; serta 6 titik penempatan sumur produksi dengan nilai entalpi spesifik 1500, 1450 dan 1400 kJ/kg. Dengan demikian, penambahan kapasitas terpasang dari skema produksi tambahan ini diestimasi dapat mencapai 43,5 MWe. ...... Indonesia has the biggest estimated geothermal energy reserve in the world, but only 4% of that reserve currently utilized to generate electricity. The purpose of this research is to optimize the production well placements at X field to minimize the failure risk of production scheme development. In the research, reservoir modelling and simulation is conducted based on 3G (Geological, Geophysical and Geochemical) data and existing wells data. Forward modelling process, which covers the lithology and sources position adjustment, is executed with TOUGH2, PETRASIM and GeoSlicer-X to validate the reservoir model towards natural state condition. Using MATLAB, the resulting data is regressed and used to numerically optimize the production well placement decision based on the fluid specific enthalpy. The new production scheme is proposed to further increase the installed capacity in X field. The final result is the optimal point of well placement; which is 3276 m in x coordinate and 4262 m in y coordinate with the maximum specific enthalpy value of 1529,9 kJ/kg and 6 (six) other points with specific enthalpy of 1500, 1450 or 1400 kJ/kg. Thus, the improvement of the installed capacity with the proposed production scheme is estimated to reach 43,5 MWe.