M/CS 435: Nonlinear Optimization

Mathematics/Computer Science · 4 credits · Mathematics

Nonlinear optimization with emphasis on basic theory (including Lagrange multipliers and the Kuhn-Tucker conditions), algorithms for numerical solution of problems, and applications. Introductory dynamic programming, with emphasis on applications and algorithms.

Offered in 16 of the 26 listed terms (Winter 2021 to Spring 2027).

Catalog entry Browse Classes Textbooks (WWU Bookstore)

Prerequisites

MATH 204 and (MATH 224 or MATH 225) and MATH 331 and (CSCI 140 or CSCI 141 or MATH 307)

Prerequisite tree

Each course's own prerequisites, down to the first courses in the chain.

MATH 204 Elementary Linear Algebra
requires MATH 125 or MATH 135 or MATH 138
- MATH 125 Calculus and Analytic Geometry II
  requires MATH 124 or MATH 134 or Calculus AB AP Exam (AP66), score 4 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 4
  - MATH 124 Calculus and Analytic Geometry I
    requires MPT - Advanced - Scaled Score, score 153 or MATH 115 or MATH 118 or Precalculus AP Exam (AP65), score 5 or Calculus BC AP Exam (AP68), score 3 or Calculus AB AP Exam (AP66), score 2 or Calc AB Subscore AP Exm (AP69), score 2 or Pre-Calculus 2 (PC2), score 2.30 or ALEKS Math Placement Assessmnt, score 80
    - MATH 115 Precalculus II
      requires MATH 114 or Precalculus AP Exam (AP65), score 4 or ALEKS Math Placement Assessmnt, score 65
      - MATH 114 Precalculus I
        requires MPT General - Scaled Score, score 153 or MPT - Advanced - Scaled Score, score 143 or ALEKS Math Placement Assessmnt, score 55 or MATH 112 or Precalculus AP Exam (AP65), score 3 or College Algebra (CA), score 1.70 or Pre-Calculus 1 (PC1), score 1.70
        MATH 112 Functions and Algebraic Methods
        requires MPT - Advanced - Scaled Score, score 143 or MATH 099 (minimum grade YP) or College Algebra (CA), score 1.70 or Intermediate Algebra (IA), score 1.70 or MPT General - Scaled Score, score 148 or ALEKS Math Placement Assessmnt, score 35 or Precalculus AP Exam (AP65), score 2 or MATH 197C (minimum grade S) or MATH 109 (minimum grade S) (continues on its page)
    - MATH 118 Accelerated Precalculus
      requires MPT General - Scaled Score, score 158 or MPT - Advanced - Scaled Score, score 149 or Precalculus AP Exam (AP65), score 4 or Calculus AB AP Exam (AP66), score 2 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 2 or ALEKS Math Placement Assessmnt, score 70
  - MATH 134 Calculus I Honors
    requires MATH 115 (minimum grade A) or MATH 118 (minimum grade A) or Math Placement - Advanced 2, score 20 or Precalculus AP Exam (AP65), score 5
    - MATH 115 Precalculus II (shown above)
    - MATH 118 Accelerated Precalculus (shown above)
- MATH 135 Calculus II Honors
- MATH 138 Accelerated Calculus
  requires Calculus AB AP Exam (AP66), score 4 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 4 or (Calculus BC AP Exam (AP68), score 2 and Calc AB Subscore AP Exm (AP69), score 3)
MATH 224 Multivariable Calculus and Geometry I
requires MATH 125 or MATH 135 or MATH 138 or Calculus AB AP Exam (AP66), score 5 or Calculus BC AP Exam (AP68), score 4 or Calc AB Subscore AP Exm (AP69), score 5
- MATH 125 Calculus and Analytic Geometry II (shown above)
- MATH 135 Calculus II Honors (shown above)
- MATH 138 Accelerated Calculus (shown above)
MATH 225 Multivariable Calculus and Geometry II
requires MATH 224
- MATH 224 Multivariable Calculus and Geometry I (shown above)
MATH 331 Ordinary Differential Equations
requires MATH 204
- MATH 204 Elementary Linear Algebra (shown above)
CSCI 140 Programming Fundamentals in C++
requires MATH 112 or MATH 115 or MATH 124 or MATH 125 or MATH 156 or MATH 204 or MATH 114 or Precalculus AP Exam (AP65), score 3 or Calculus AB AP Exam (AP66), score 2 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 2 or Pre-Calculus (PC), score 1.70 or Pre-Calculus 1 (PC1), score 1.70 or Pre-Calculus 2 (PC2), score 1.70 or College Algebra (CA), score 1.70 or MPT General - Scaled Score, score 152 or MPT - Advanced - Scaled Score, score 143 or ALEKS Math Placement Assessmnt, score 55
- MATH 112 Functions and Algebraic Methods
  requires MPT - Advanced - Scaled Score, score 143 or MATH 099 (minimum grade YP) or College Algebra (CA), score 1.70 or Intermediate Algebra (IA), score 1.70 or MPT General - Scaled Score, score 148 or ALEKS Math Placement Assessmnt, score 35 or Precalculus AP Exam (AP65), score 2 or MATH 197C (minimum grade S) or MATH 109 (minimum grade S)
  - MATH 099 Introductory Algebra
    requires ALEKS Math Placement Assessmnt, score 1
  - MATH 197C Support Topics for Functions and Algebraic Methods
    requires ALEKS Math Placement Assessmnt, score 30
  - MATH 109 Support for Functions and Algebraic Methods
    requires ALEKS Math Placement Assessmnt, score 30
- MATH 115 Precalculus II
  requires MATH 114 or Precalculus AP Exam (AP65), score 4 or ALEKS Math Placement Assessmnt, score 65
  - MATH 114 Precalculus I
    requires MPT General - Scaled Score, score 153 or MPT - Advanced - Scaled Score, score 143 or ALEKS Math Placement Assessmnt, score 55 or MATH 112 or Precalculus AP Exam (AP65), score 3 or College Algebra (CA), score 1.70 or Pre-Calculus 1 (PC1), score 1.70
    - MATH 112 Functions and Algebraic Methods (shown above)
- MATH 124 Calculus and Analytic Geometry I
  requires MPT - Advanced - Scaled Score, score 153 or MATH 115 or MATH 118 or Precalculus AP Exam (AP65), score 5 or Calculus BC AP Exam (AP68), score 3 or Calculus AB AP Exam (AP66), score 2 or Calc AB Subscore AP Exm (AP69), score 2 or Pre-Calculus 2 (PC2), score 2.30 or ALEKS Math Placement Assessmnt, score 80
  - MATH 115 Precalculus II (shown above)
  - MATH 118 Accelerated Precalculus
    requires MPT General - Scaled Score, score 158 or MPT - Advanced - Scaled Score, score 149 or Precalculus AP Exam (AP65), score 4 or Calculus AB AP Exam (AP66), score 2 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 2 or ALEKS Math Placement Assessmnt, score 70
- MATH 125 Calculus and Analytic Geometry II (shown above)
- MATH 156 Algebra With Applications to Business and Economics
  requires MPT General - Scaled Score, score 152 or MPT - Advanced - Scaled Score, score 143 or ALEKS Math Placement Assessmnt, score 55 or Precalculus AP Exam (AP65), score 3 or College Algebra (CA), score 1.70 or Pre-Calculus 1 (PC1), score 1.70 or MATH 112
  - MATH 112 Functions and Algebraic Methods (shown above)
- MATH 204 Elementary Linear Algebra (shown above)
- MATH 114 Precalculus I
  requires MPT General - Scaled Score, score 153 or MPT - Advanced - Scaled Score, score 143 or ALEKS Math Placement Assessmnt, score 55 or MATH 112 or Precalculus AP Exam (AP65), score 3 or College Algebra (CA), score 1.70 or Pre-Calculus 1 (PC1), score 1.70
  - MATH 112 Functions and Algebraic Methods (shown above)
CSCI 141 Computer Programming I
requires MATH 112 or MATH 114 or MATH 115 or MATH 118 or MATH 124 or MATH 125 or MATH 134 or MATH 138 or MATH 156 or MATH 204 or Pre-Calculus 1 (PC1), score 1.70 or Precalculus AP Exam (AP65), score 3 or Calculus AB AP Exam (AP66), score 2 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 2 or Pre-Calculus (PC), score 1.70 or Pre-Calculus 2 (PC2), score 1.70 or College Algebra (CA), score 1.70 or MPT General - Scaled Score, score 152 or MPT - Advanced - Scaled Score, score 143 or ALEKS Math Placement Assessmnt, score 55
- MATH 112 Functions and Algebraic Methods (shown above)
- MATH 114 Precalculus I (shown above)
- MATH 115 Precalculus II (shown above)
- MATH 118 Accelerated Precalculus
  requires MPT General - Scaled Score, score 158 or MPT - Advanced - Scaled Score, score 149 or Precalculus AP Exam (AP65), score 4 or Calculus AB AP Exam (AP66), score 2 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 2 or ALEKS Math Placement Assessmnt, score 70
- MATH 124 Calculus and Analytic Geometry I (shown above)
- MATH 125 Calculus and Analytic Geometry II (shown above)
- MATH 134 Calculus I Honors
  requires MATH 115 (minimum grade A) or MATH 118 (minimum grade A) or Math Placement - Advanced 2, score 20 or Precalculus AP Exam (AP65), score 5
  - MATH 115 Precalculus II (shown above)
  - MATH 118 Accelerated Precalculus (shown above)
- MATH 138 Accelerated Calculus (shown above)
- MATH 156 Algebra With Applications to Business and Economics (shown above)
- MATH 204 Elementary Linear Algebra (shown above)
MATH 307 Mathematical Computing

From Banner's catalog for Spring 2027. Banner lists only the requisites it enforces, so check the catalog entry too.

Required by (0)

No course lists it as a prerequisite.

Syllabi and course websites

None listed yet.

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Instructors

Instructor	Sections	Terms
Barnard, Rick	11	Winter 2021 to Winter 2027
Glimm, Tilmann	2	Spring 2025 to Spring 2027
Zhang, Jianying	2	Winter 2023 to Winter 2024
Amiran, Edoh	1	Winter 2022

Every offering in the listed terms (16 sections)

Term	Sec	CRN	Type	Meets	Instructor	Enrolled	Delivery
Spring 2027	0	20880	Lecture	MTRF 1:00pm-1:50pm · BH 105	Glimm, Tilmann	0/35	Face to Face Instruction
Winter 2027	001	10351	Lecture	MTRF 3:00pm-3:50pm · BH 401	Barnard, Rick	0/35	Face to Face Instruction
Spring 2026	0	20961	Lecture	MTRF 1:00pm-1:50pm · BH 227	Barnard, Rick	15/20	Face to Face Instruction
Winter 2026	001	10385	Lecture	MTRF 9:00am-9:50am · BH 112	Barnard, Rick	26/28	Face to Face Instruction
Spring 2025	0	21027	Lecture	MTRF 1:00pm-1:50pm · OM 483	Glimm, Tilmann	12/23	Face to Face Instruction
Winter 2025	001	10400	Lecture	MTRF 9:00am-9:50am · BH 109	Barnard, Rick	14/25	Face to Face Instruction
Spring 2024	0	21215	Lecture	MTRF 11:00am-11:50am · OM 585	Barnard, Rick	16/25	Face to Face Instruction
Winter 2024	001	10453	Lecture	MTRF 12:00pm-12:50pm · OM 580	Zhang, Jianying	26/30	Face to Face Instruction
Spring 2023	0	21283	Lecture	MTRF 9:00am-9:50am · BH 317	Barnard, Rick	17/25	Face to Face Instruction
Winter 2023	001	10474	Lecture	MTRF 1:00pm-1:50pm · BH 401	Zhang, Jianying	16/20	Face to Face Instruction
Summer 2022	N01	30777	Lecture	MTWR 12:00pm-12:50pm · BH 227 TBA · ONLINE ASNC	Barnard, Rick	8/20	Hybrid
Spring 2022	0	21388	Lecture	MTRF 12:00pm-12:50pm · BH 225	Barnard, Rick	15/25	Face to Face Instruction
Winter 2022	001	10526	Lecture	MTRF 1:00pm-1:50pm · AH 018	Amiran, Edoh	26/30	Face to Face Instruction
Summer 2021	N01	31025	Lecture	MTWR 2:00pm-2:50pm · REMOTE SYNC	Barnard, Rick	6/20	Face to Face Instruction
Spring 2021	0	21490	Lecture	MTRF 11:00am-11:50am · REMOTE SYNC	Barnard, Rick	13/25	Face to Face Instruction
Winter 2021	001	10554	Lecture	MTRF 12:00pm-12:50pm · REMOTE SYNC	Barnard, Rick	16/25	Face to Face Instruction