Search Course Outline
Showing 25 course outlines from 6720 matches
2351
ENGSCI 761
: Integer and Multi-objective Optimisation2025 Semester Two (1255)
Computational methods for solving optimisation problems. Algorithms for integer programming including branching, bounding, cutting and pricing strategies. Algorithms for linear and integer programmes with multiple objective functions.
Prerequisite: ENGSCI 391 or 765
2352
ENGSCI 761
: Integer and Multi-objective Optimisation2023 Semester One (1233)
Computational methods for solving optimisation problems. Algorithms for integer programming including branching, bounding, cutting and pricing strategies. Algorithms for linear and integer programmes with multiple objective functions.
Prerequisite: ENGSCI 391 or 765
2353
ENGSCI 761
: Integer and Multi-objective Optimisation2022 Semester One (1223)
Computational methods for solving optimisation problems. Algorithms for integer programming including branching, bounding, cutting and pricing strategies. Algorithms for linear and integer programmes with multiple objective functions.
Prerequisite: ENGSCI 391 or 765
2354
ENGSCI 763
: Advanced Simulation and Stochastic Optimisation2025 Semester Two (1255)
Advanced simulation topics with an emphasis on optimisation under uncertainty. Uniform and non-uniform random variate generation, input distribution selection, output analysis, variance reduction. Simulation-based optimisation and stochastic programming. Two-stage and multi-stage programs with recourse. Modelling risk. Decomposition algorithms. Scenario construction and solution validation.
Prerequisite: ENGSCI 391 or 765
2355
ENGSCI 763
: Advanced Simulation and Stochastic Optimisation2021 Semester Two (1215)
Advanced simulation topics with an emphasis on optimisation under uncertainty. Uniform and non-uniform random variate generation, input distribution selection, output analysis, variance reduction. Simulation-based optimisation and stochastic programming. Two-stage and multi-stage programs with recourse. Modelling risk. Decomposition algorithms. Scenario construction and solution validation.
Prerequisite: ENGSCI 391 or 765
2356
ENGSCI 765
: Advanced Optimisation in Operations Research2025 Semester One (1253)
Linear programming, the revised simplex method and its computational aspects, duality and the dual simplex method, sensitivity and post-optimal analysis. Network optimisation models and maximum flow algorithms. Transportation, assignment and transhipment models, and the network simplex method. Integer programming. The implementation and solution of optimisation models for practical applications.
Prerequisite: 15 points from ENGGEN 150, ENGSCI 111, MATHS 208, 250, 253, and 15 points from COMPSCI 101, ENGGEN 131, MATHS 162, STATS 220
Restriction: ENGSCI 391
Restriction: ENGSCI 391
2357
ENGSCI 765
: Advanced Optimisation in Operations Research2024 Semester One (1243)
Linear programming, the revised simplex method and its computational aspects, duality and the dual simplex method, sensitivity and post-optimal analysis. Network optimisation models and maximum flow algorithms. Transportation, assignment and transhipment models, and the network simplex method. Integer programming. The implementation and solution of optimisation models for practical applications.
Prerequisite: 15 points from ENGGEN 150, ENGSCI 111, MATHS 208, 250, 253, and 15 points from COMPSCI 101, ENGGEN 131, MATHS 162, STATS 220
Restriction: ENGSCI 391
Restriction: ENGSCI 391
2358
ENGSCI 765
: Advanced Optimisation in Operations Research2023 Semester One (1233)
Linear programming, the revised simplex method and its computational aspects, duality and the dual simplex method, sensitivity and post-optimal analysis. Network optimisation models and maximum flow algorithms. Transportation, assignment and transhipment models, and the network simplex method. Integer programming. The implementation and solution of optimisation models for practical applications.
Prerequisite: 15 points from ENGGEN 150, ENGSCI 111, MATHS 208, 250, 253, and 15 points from COMPSCI 101, ENGGEN 131, MATHS 162, STATS 220
Restriction: ENGSCI 391
Restriction: ENGSCI 391
2359
ENGSCI 765
: Advanced Optimisation in Operations Research2021 Semester One (1213)
Linear programming, the revised simplex method and its computational aspects, duality and the dual simplex method, sensitivity and post-optimal analysis. Network optimisation models and maximum flow algorithms. Transportation, assignment and transhipment models, and the network simplex method. Integer programming. The implementation and solution of optimisation models for practical applications.
Prerequisite: Departmental approval
2360
ENGSCI 768
: Advanced Operations Research and Analytics2024 Semester Two (1245)
Advanced Operations Research and Analytics topics including selected theory, algorithms and applications for non-linear programming, smooth and non-smooth optimisation, equilibrium programming and game theory.
Prerequisite: ENGSCI 391 or 765
2361
ENGSCI 768
: Advanced Operations Research and Analytics2023 Semester Two (1235)
Advanced Operations Research and Analytics topics including selected theory, algorithms and applications for non-linear programming, smooth and non-smooth optimisation, equilibrium programming and game theory.
Prerequisite: ENGSCI 391 or 765
2362
ENGSCI 768
: Advanced Operations Research and Analytics2021 Semester Two (1215)
Advanced Operations Research and Analytics topics including selected theory, algorithms and applications for non-linear programming, smooth and non-smooth optimisation, equilibrium programming and game theory.
Prerequisite: ENGSCI 391 or 765
2363
ENGSCI 773
: Capstone Project2025 Semester One (1253)
Group based projects involving the application and integration of knowledge in computational engineering, data analytics and operations research for design, prototyping and performance testing of a new product. Topics include social and Te Tiriti considerations, engineering design practice, optimisation methods in robust design, material selection and structural analysis, risk management, communication skills, prototype manufacturing and design validation.
Prerequisite: 60 points from non-elective courses listed in Part III of the BE(Hons) Schedule for Engineering Science, including at least 15 points from ENGSCI 344, 355
Restriction: ENGSCI 363
Restriction: ENGSCI 363
2364
ENGSCI 773
: Capstone Project2024 Semester One (1243)
Group based projects involving the application and integration of knowledge in computational engineering, data analytics and operations research for design, prototyping and performance testing of a new product. Topics include social and Te Tiriti considerations, engineering design practice, optimisation methods in robust design, material selection and structural analysis, risk management, communication skills, prototype manufacturing and design validation.
Prerequisite: 60 points from courses listed in Part III of the BE(Hons) Schedule for Engineering Science
Restriction: ENGSCI 363
Restriction: ENGSCI 363
2365
ENV 102
: Social and Environmental Change2025 Semester Two (1255)
The uneven effects of globalisation and social transformations are radically reshaping our worlds. How did we get here and what can we do about it? Using diverse local and global case-studies, this course examines how we navigate social and environmental change. Students will explore social processes to gain a foundational understanding of inequality, sustainability, and environmental and social justice.
No pre-requisites or restrictions
2366
ENV 102
: Social and Environmental Change2025 Semester One (1253)
The uneven effects of globalisation and social transformations are radically reshaping our worlds. How did we get here and what can we do about it? Using diverse local and global case-studies, this course examines how we navigate social and environmental change. Students will explore social processes to gain a foundational understanding of inequality, sustainability, and environmental and social justice.
No pre-requisites or restrictions
2367
ENVENG 702
: Engineering Decision Making in Aotearoa2025 Semester Two (1255)
Advanced systems engineering based decision making; complex problem framing including ontology analysis; cultural opportunity mapping; absolute sustainability analysis; risk threshold determination; temporal cumulative effects; and effective consultation. Independent research is undertaken to solve a complex engineering decision making problem.
No pre-requisites or restrictions
2368
ENVENG 702
: Engineering Decision Making in Aotearoa2025 Semester One (1253)
Advanced systems engineering based decision making; complex problem framing including ontology analysis; cultural opportunity mapping; absolute sustainability analysis; risk threshold determination; temporal cumulative effects; and effective consultation. Independent research is undertaken to solve a complex engineering decision making problem.
No pre-requisites or restrictions
2369
ENVENG 702
: Engineering Decision Making in Aotearoa2024 Semester Two (1245)
Advanced systems engineering based decision making; complex problem framing including ontology analysis; cultural opportunity mapping; absolute sustainability analysis; risk threshold determination; temporal cumulative effects; and effective consultation. Independent research is undertaken to solve a complex engineering decision making problem.
No pre-requisites or restrictions
2370
ENVENG 702
: Engineering Decision Making in Aotearoa2024 Semester One (1243)
Advanced systems engineering based decision making; complex problem framing including ontology analysis; cultural opportunity mapping; absolute sustainability analysis; risk threshold determination; temporal cumulative effects; and effective consultation. Independent research is undertaken to solve a complex engineering decision making problem.
No pre-requisites or restrictions
2371
ENVENG 702
: Engineering Decision Making in Aotearoa2023 Semester Two (1235)
Advanced systems engineering based decision making; complex problem framing including ontology analysis; cultural opportunity mapping; absolute sustainability analysis; risk threshold determination; temporal cumulative effects; and effective consultation. Independent research is undertaken to solve a complex engineering decision making problem.
No pre-requisites or restrictions
2372
ENVENG 702
: Engineering Decision Making in Aotearoa2023 Semester One (1233)
Advanced systems engineering based decision making; complex problem framing including ontology analysis; cultural opportunity mapping; absolute sustainability analysis; risk threshold determination; temporal cumulative effects; and effective consultation. Independent research is undertaken to solve a complex engineering decision making problem.
No pre-requisites or restrictions
2373
ENVENG 702
: Engineering Decision Making in Aotearoa2021 Semester Two (1215)
Advanced systems engineering based decision making; complex problem framing including ontology analysis; cultural opportunity mapping; absolute sustainability analysis; risk threshold determination; temporal cumulative effects; and effective consultation. Independent research is undertaken to solve a complex engineering decision making problem.
No pre-requisites or restrictions
2374
ENVENG 705
: Special Topic2025 Semester Two (1255)
A course on a topic in environmental engineering to be determined each year by the Head of Department of Civil and Environmental Engineering. The course will include the independent application of highly specialised knowledge and skills related to the study area.
Restriction: ENVENG 402
2375
ENVENG 705
: Special Topic2024 Semester Two (1245)
A course on a topic in environmental engineering to be determined each year by the Head of Department of Civil and Environmental Engineering. The course will include the independent application of highly specialised knowledge and skills related to the study area.
Restriction: ENVENG 402
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269